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Paper Citation Record · LEDGER

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data

As of 7 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2411.07378.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.07378 v3

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T17:22:12.934566Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

68 of 68 outbound references displayed

  • verified exact9
  • verified fuzzy58
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 18da47f0-81ce-495c-ab71-451dee26de41 · outbound

This paper cites Notice of the state council on the new generation artificial intelligence plan.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Notice of the state council on the new generation artificial intelligence plan

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 91a4aef9-ca92-4879-aae7-0bd5ec8ab271 · outbound

This paper cites an unresolved cited work.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 42d766c2-79db-4762-8e76-f9322a9a66ac · outbound

This paper cites China population in 2022.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data China population in 2022

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ca0a94ec-f870-4e1c-ae58-cabbceee2b42 · outbound

This paper cites Chinese medical device industry: How to thrive in an increasingly competitive market?.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Chinese medical device industry: How to thrive in an increasingly competitive market?

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:24d5dc8b9a4dca054467bc2ea95737c4be07317c94a97841d87c4cba2c41054f

Observation 3141a741-1d89-49c8-847d-29f7ca7ff6e8 · outbound

This paper cites The practical implementation of artificial intelligence technologies in medicine.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data The practical implementation of artificial intelligence technologies in medicine

Reference 5

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raw_fallback, observed 2026-05-23T17:23:16.564161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:1bc8d8226da28091e50a054190323712455dd5b1e13e87ce795324c16a810b76

Observation 8b8babc2-3b88-402c-94fb-7f045451d0de · outbound

This paper cites Regulatory frameworks for ai-enabled medical device software in china: Comparative analysis and review of implications for global manufactur- ers.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Regulatory frameworks for ai-enabled medical device software in china: Comparative analysis and review of implications for global manufactur- ers

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation fb43b745-795e-4676-bc34-ce5b3a5521bf · outbound

This paper cites Announcement of the nmpa on issuing the guiding principles for technical review of medical device software registration.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Announcement of the nmpa on issuing the guiding principles for technical review of medical device software registration

Reference 7

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arxiv_id, observed 2026-05-23T17:23:15.118041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:7f48ede2de40064c912f24b221ca00336195b528257e86f710a7a078dd8bfd6f

Observation 800b2566-ba49-4844-aa01-261a029c069b · outbound

This paper cites Key points of deep learning decision-assisting medical device software review.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Key points of deep learning decision-assisting medical device software review

Reference 8

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arxiv_id, observed 2026-05-23T17:23:15.106754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:ff4b275aac2adfb2b1780aa90fa8a98f8ac3d36da01db9a3cef7e80f911a0878

Observation c5ff11da-b3ca-42b1-a91b-0abbe01e0e38 · outbound

This paper cites Announcement of nmpa on issuing the guiding principles for the classification and definition of artificial intelligence medical software products (no. 47 of 2021).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Announcement of nmpa on issuing the guiding principles for the classification and definition of artificial intelligence medical software products (no. 47 of 2021)

Reference 9

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arxiv_id, observed 2026-05-23T17:23:15.135362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:23e2aa276516f943caf5d05eabd19d637586213b6d05a23d11df41808deec5a7

Observation cff51cbd-0d0e-468f-8092-6ecade774c67 · outbound

This paper cites 9).” [Online].

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data 9).” [Online]

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:47c0f1551994432d4e2d6ba5bc910af6d87e326183df7ce0e8569de15c6701ed

Observation c3978a3e-310f-443f-9f28-0ef55b309896 · outbound

This paper cites Notice of the center for device evaluation of the nmpa on issuing the guiding principles for the registration review of artificial intelligence medical devices (no. 8, 2022).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Notice of the center for device evaluation of the nmpa on issuing the guiding principles for the registration review of artificial intelligence medical devices (no. 8, 2022)

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:f3ee71a0f08782f15a37886170672154bd532f27b5a74a997c188a2b7e887250

Observation 00f5e38e-7a0b-4a4d-b1b9-461630e708df · outbound

This paper cites Chestx-ray8: Hospital- scale chest x-ray database and benchmarks on weakly-supervised classification and local- ization of common thorax diseases.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Chestx-ray8: Hospital- scale chest x-ray database and benchmarks on weakly-supervised classification and local- ization of common thorax diseases

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:c8170ed7f9973c7ef77a2307c911401b9cc21c1666338805f01a78d31d7c34fa

Observation aa573789-94cc-4180-89d5-9b56d35f4e6f · outbound

This paper cites Enhancing next-generation sequencing- guided cancer care through cognitive computing.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Enhancing next-generation sequencing- guided cancer care through cognitive computing

Reference 13

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raw_fallback, observed 2026-05-23T17:23:16.542290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:e7cd4f76a51fbae9cc5372b340dfc1e1162906a149f8d27024e88b0beb6194f7

Observation 7a2fe8a4-f9e0-4765-bd77-07215fd1e693 · outbound

This paper cites Artificial intelligence and deep learning in ophthalmology.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Artificial intelligence and deep learning in ophthalmology

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:3c5f146f9c94ad18100a867b8ea28c4a71c37d79d7b47cfa7c5d67769a9df2f9

Observation 90c436c8-6f67-4ab4-8abb-552ad02c4101 · outbound

This paper cites Szolovits,Artificial intelligence in medicine.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Szolovits,Artificial intelligence in medicine

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:0abf4038de98f3520094270f30ce23c0255496ebc42f9f284496389b0e4b265f

Observation a3154944-2dc3-416e-be4c-159dba948a75 · outbound

This paper cites Use of artificial intelligence to improve diabetes outcomes in patients using multiple daily injections therapy.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Use of artificial intelligence to improve diabetes outcomes in patients using multiple daily injections therapy

Reference 16

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:a462bb2f82422eec9f16ee0073b268329556c139d30527c33b4d7284e9d3e345

Observation 05c22b4c-b857-464b-9997-8feb6f3da85b · outbound

This paper cites Can ai technologies close the diagnostic gap in tu- berculosis?.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Can ai technologies close the diagnostic gap in tu- berculosis?

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:897a8cc7f1ca1c0f69e42542cc716c99139030bb219d68471a134a94e12eb349

Observation 3d6ad88c-d584-4e68-a3d4-38341360f5f6 · outbound

This paper cites Tuberculosis detection from chest x-rays for triaging in a high tuberculosis- burden setting: an evaluation of five artificial intelligence algorithms.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Tuberculosis detection from chest x-rays for triaging in a high tuberculosis- burden setting: an evaluation of five artificial intelligence algorithms

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:4be06f9cabccbb370aa673157ad669d0405c7885731340c74fe0d4f4a05301fa

Observation 920d1d8f-3627-4c2a-abaa-5680316e5018 · outbound

This paper cites Pivotal trial of an autonomous ai-based diagnostic system for detection of diabetic retinopathy in primary care offices.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Pivotal trial of an autonomous ai-based diagnostic system for detection of diabetic retinopathy in primary care offices

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:e1242bac589e20a5a3ed370e9a123babc1cf8b5359b4f28eb5a178ef5a8e9f9a

Observation 48906900-0768-4c6c-9625-fc8f8eddc03c · outbound

This paper cites Regulatory responses and approval status of artificial intel- ligence medical devices with a focus on china.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Regulatory responses and approval status of artificial intel- ligence medical devices with a focus on china

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:81a050ca5f09cf6f0c5c0c31e8d081acb3ecdbb5993280a4caa0d654ae8f9f9d

Observation ff68052a-b1fe-4861-87a1-fcb1349c1976 · outbound

This paper cites Announcement of the state food and drug administration on publishing the special review procedures for innovative medical devices (2018 no. 83).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Announcement of the state food and drug administration on publishing the special review procedures for innovative medical devices (2018 no. 83)

Reference 21

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arxiv_id, observed 2026-05-23T17:23:15.128902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:51c96dbd0643cfb439f99c5531de157978b740cc24818e5db91555620c5737c5

Observation 4d155233-68b4-40df-9500-c2ff59d54b34 · outbound

This paper cites Announcement of the general administration on publishing the priority review and approval procedures for medical devices (no. 168, 2016).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Announcement of the general administration on publishing the priority review and approval procedures for medical devices (no. 168, 2016)

Reference 22

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arxiv_id, observed 2026-05-23T17:23:15.100237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:a6b9fa25b5cfbdd31b9f2b2e550e4bc05e7793e116cb9dc9124795cc52af111c

Observation e8c4420c-61cc-4b2e-a695-040210afda4d · outbound

This paper cites Announcement of the state food and drug administration on issuing the.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Announcement of the state food and drug administration on issuing the

Reference 23

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verified exact
arxiv_id, observed 2026-05-23T17:23:15.123577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:6f358372aa1a3fcf280397227ecfc8e83bca3da3c727a4f62697f0ec5d93c6cc

Observation fddb6f7d-965f-4efb-954c-cb4e56a42fbd · outbound

This paper cites Imdrf interpretation of personalized medical device terms.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Imdrf interpretation of personalized medical device terms

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:0241a6a97a8e4a021942c1c1ae2218a7870fe7b31a949f22a92e0a19622bca0c

Observation 0c9d38bd-5c4b-433f-8077-1a48afeb5dfa · outbound

This paper cites Pilot project plan for udi system for medical devices (no.56, 2019).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Pilot project plan for udi system for medical devices (no.56, 2019)

Reference 25

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arxiv_id, observed 2026-05-23T17:23:15.111863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:64ce082a94a7ec30d49ae4ad97427bf6da0b791eef3a52fe39ae04dd3bb32732

Observation e251732c-03c6-41c1-a555-1475ca353f14 · outbound

This paper cites Rules for unique device identification system (no. 66, 2019).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Rules for unique device identification system (no. 66, 2019)

Reference 26

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arxiv_id, observed 2026-05-23T17:23:15.141087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:b1cc05def2acdf36bf2982db0707b863d07afc2a0f0091b215a489e899efc55c

Observation 3d189926-370f-4ac9-b7fc-c4f293effce7 · outbound

This paper cites Medical device udi database.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Medical device udi database

Reference 27

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raw_fallback, observed 2026-05-23T17:23:16.490284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:35e18d8c402508ad1fb2c8d0d427cb98d4597f678ed6f742bc52a5f4047bc336

Observation 18cda1e3-7b37-4979-87a4-c9aecdc27a1e · outbound

This paper cites Yy/t 1630-2018.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Yy/t 1630-2018

Reference 28

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raw_fallback, observed 2026-05-23T17:23:16.482509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:46b7986af318a65d2de0c20613f3a949871cbe47cebccff0a82a2228adf3ef82

Observation 89903060-80e1-45c8-9c85-79505f668c97 · outbound

This paper cites Software as a medical device.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Software as a medical device

Reference 29

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raw_fallback, observed 2026-05-23T17:23:16.486448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:1c542fd23e4d98db769e1169281c5198d1831a5b32c3061df6194a40d614c80b

Observation ccb0d065-499a-4aac-8e64-f0befbd9cf54 · outbound

This paper cites Software as a Medical Device (SaMD): Key Definitions.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Software as a Medical Device (SaMD): Key Definitions

Reference 30

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raw_fallback, observed 2026-05-23T17:23:16.494383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:49a138242f91abacf7a8a17c7be8e2c18e19b6eee6cc090e7b74ebb64821d37b

Observation bbd864f5-816b-4927-b2e6-48ffb7c9cddd · outbound

This paper cites Medical device catalog.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Medical device catalog

Reference 31

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raw_fallback, observed 2026-05-23T17:23:16.498017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:2cd63bcafd7f84f26c65e285dc8fd0e966427eefc4f60397674803262276dfcd

Observation af0eca3a-6673-4f2c-82e5-2865d1c23082 · outbound

This paper cites Announcement of nmpa issuing the guidelines for the classification and definition of artificial intelligence medical software products.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Announcement of nmpa issuing the guidelines for the classification and definition of artificial intelligence medical software products

Reference 32

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raw_fallback, observed 2026-05-23T17:23:16.479187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:98c7a1c244fde3968b4f7b392c6890ebc384a65e4e21f145896735851331f6da

Observation 2a123654-937f-45dd-9183-aa14b260934a · outbound

This paper cites Udi dataset reference.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Udi dataset reference

Reference 33

Resolution
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raw_fallback, observed 2026-05-23T17:23:16.466258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:ff43de7de2b0414301471735e587d1797e66a43957bbcc7fb341ccd3ee690b71

Observation e42fcbc8-002f-414c-b492-619430d709d4 · outbound

This paper cites Unique Device Identifier database.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Unique Device Identifier database

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.470145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:21e7722757701a4c0afe5a7ce3a5f4ae93a03a0f737491f6f45796da4c5a1cdc

Observation bb5bfbab-50fb-4627-bb77-147eb666fee8 · outbound

This paper cites Medical Equipment.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Medical Equipment

Reference 35

Resolution
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raw_fallback, observed 2026-05-23T17:23:16.475446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:41442622dc16ad7502615a752a63770b6612c4ee68f4ec339c5ea38fd21a6d34

Observation d5c3211c-1e7a-4c86-ba8d-737a18a68dba · outbound

This paper cites Medical specialties.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Medical specialties

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.454543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:cce971f4fc09d2cc398419780e08ad31cb7be1d4d5dfd3f74f2728898aaa45a4

Observation 476cc130-2a7b-4bba-9bec-686921a1cf7b · outbound

This paper cites The emergence of medical specialization in the nineteenth century.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data The emergence of medical specialization in the nineteenth century

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.445053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:5a49cc24bb2e57fe696f1fb590b3b759c7d8d1b8cbf7d01c7c3d572ea254e1af

Observation a077a908-f77d-422c-8e04-d81394a1f2ac · outbound

This paper cites Impact of ultra-high-resolution imaging of the lungs on per- ceived diagnostic image quality using photon-counting ct.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Impact of ultra-high-resolution imaging of the lungs on per- ceived diagnostic image quality using photon-counting ct

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.458950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:cdfb1d5187f0820f08625640f67303133fcefff7064e13c394e2db0438838110

Observation 099a1f79-ee05-4eec-92bc-e121845e702d · outbound

This paper cites Imaging tech- niques in veterinary medicine. part ii: Computed tomography, magnetic resonance imaging, nuclear medicine.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Imaging tech- niques in veterinary medicine. part ii: Computed tomography, magnetic resonance imaging, nuclear medicine

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.450225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:abfd754ed980af46836039473730e3d846eb1c4d680814c5af1c6b9aa2febed8

Observation d81a68ca-943c-4f24-b071-a3cd74a633e6 · outbound

This paper cites Dinesh, A.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Dinesh, A

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.462273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:edc487e6b3bb11593298be100dddf458d1a03e94fe15ffbfc966c8b57f614db6

Observation 3e07edcf-093f-40bd-b311-1949593c17c1 · outbound

This paper cites Academic Press.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Academic Press

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.529214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:5fc6b8915a91545c894a81ddb045945934c69d9981b6c2d14f34209294d9fa67

Observation 8d9375d7-08c5-4659-939e-e6a0aa7e9576 · outbound

This paper cites Rules for the naming of generic names of medical devices.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Rules for the naming of generic names of medical devices

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.555140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:91c503d74410e527fdd64689a7052e3fd3a1967dd8d40029d646d3eaabfeefca

Observation bdae224f-3e9b-4ffe-8e7f-b0d382e1e883 · outbound

This paper cites The state of artificial intelligence-based fda- approved medical devices and algorithms: an online database.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data The state of artificial intelligence-based fda- approved medical devices and algorithms: an online database

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.424800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:dcc92d8b24051dea5904ac14ca3832ae0067f2e261015bb0cebc555edaf45b9d

Observation 52f314fc-e32c-474c-a8f9-c9bc6c582a71 · outbound

This paper cites On the analyses of medical images using traditional machine learning techniques and convolutional neural networks.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data On the analyses of medical images using traditional machine learning techniques and convolutional neural networks

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.417201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:6e38e97d8aae0004ad16f0ab6fedc65b026333cd2bdfeaf9a5f53ad47ca60ec3

Observation 1a6e68d5-e99e-4f40-a60f-649322a53865 · outbound

This paper cites A review of deep learning techniques for lung cancer screening and diagnosis based on ct images.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data A review of deep learning techniques for lung cancer screening and diagnosis based on ct images

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.405194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:0096ca788b3ddc8d16ad20e3ea49ca07cab1cca60051d6ff62d8b7c5bc0dcc55

Observation 5c71f291-564b-4037-9dc0-2ab0b4cbf6d3 · outbound

This paper cites Application of artificial intelligence to imaging interpretations in the musculoskeletal area: Where are we? where are we going?.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Application of artificial intelligence to imaging interpretations in the musculoskeletal area: Where are we? where are we going?

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.410197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:3e2500a0cc455889eaa4d9000c360c2a53fd54b5ccf4b113d0a8e6613b009573

Observation f948dba3-1f23-4ce4-9f4a-e1d08a4d62ef · outbound

This paper cites Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.421051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:861f138ec2515c1361dbef79ed4814db29e4c850f5e5247306c4bd302cd3c943

Observation 59ee7f1e-824e-46ba-853f-6c88d736c8a2 · outbound

This paper cites Artificial intelligence and deep learning: New tools for histopathological diagnosis of nonalcoholic fatty liver dis- ease/nonalcoholic steatohepatitis.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Artificial intelligence and deep learning: New tools for histopathological diagnosis of nonalcoholic fatty liver dis- ease/nonalcoholic steatohepatitis

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.429043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:520ee4cc75f4376d4b6d233c4a1db82a429e4b1003ee3e079f87404f65c9a83b

Observation ad037b49-713e-48da-8b27-efabc91c12f0 · outbound

This paper cites Artificial intelligence applications in hepatology.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Artificial intelligence applications in hepatology

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.395342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:70cb79adaf3962f434e72de9a3c3538422f9ff3f34b018ffe4d0787d347e8919

Observation d0be9502-96a6-47af-a1fc-f907c749e969 · outbound

This paper cites Thyroid stimulating hormone and thyroid hormones (triiodothy- ronine and thyroxine): an american thyroid association-commissioned review of current clinical and laboratory status.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Thyroid stimulating hormone and thyroid hormones (triiodothy- ronine and thyroxine): an american thyroid association-commissioned review of current clinical and laboratory status

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.369547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:95bee87c2530772ce399562ff13078265623474dbb80075a4b650c5334ad9415

Observation c98ec210-6d59-4a0d-b603-9d5d9e7afce0 · outbound

This paper cites Medical image processing and radiotherapy planning software for seed implantation medical imaging software (national20153701878).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Medical image processing and radiotherapy planning software for seed implantation medical imaging software (national20153701878)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.377450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:31fae5a0a148972c410952f166c0e8077ebb884fedfa0fa91ca68cc48f63e076

Observation c87aacf2-0631-4d19-a12e-50d779f9ecc5 · outbound

This paper cites Medical imaging system.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Medical imaging system

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.381079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:cd4902a7bb995f7deb82a00a67542da8373f619a37d80834d3d6d7bf5ad811ec

Observation 22f9c38b-61a0-4882-b16b-a3f1d6dd9731 · outbound

This paper cites (2024) ‘time is brain’: Aidoc releases complete ai package to speed identification and treatment of stroke.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data (2024) ‘time is brain’: Aidoc releases complete ai package to speed identification and treatment of stroke

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.399524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:750ccc7b5320a9d2471910e911894a8021dce9bd15be2a9a3ecdf6cbe5b82c1d

Observation 0c7a4390-a34f-422b-9e07-b5d847146a6b · outbound

This paper cites Fda approves marketing of clinical decision sup- port software for stroke triage in midst of renewed focus on digital health applications.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Fda approves marketing of clinical decision sup- port software for stroke triage in midst of renewed focus on digital health applications

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.432790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:17327f7b9be79f2817c896e9e1d5743b37cd3847df7c28638965b54b9c54082e

Observation 61937fcc-8af5-4051-9641-96dabfb81588 · outbound

This paper cites Zebra medical vision ltd. - 510(k) premarket notification.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Zebra medical vision ltd. - 510(k) premarket notification

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.358280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:c033e8e717f9395608081042203dda2bc7506be968f4ad8c93f28307650e2244

Observation a414c047-478f-4c58-ab97-36d5e0a1fc7d · outbound

This paper cites Heartflow to present latest data on ai-enabled coro- nary artery disease management at tct 2024.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Heartflow to present latest data on ai-enabled coro- nary artery disease management at tct 2024

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.350509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:e31cf25c0361ade0b842535d5ee80841aff81b9c59d7ae8edb3c7073de7ccb4e

Observation 67b711d4-8d28-4ca7-8602-1e1f4ab94fcf · outbound

This paper cites Aice deep learning reconstruction.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Aice deep learning reconstruction

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.373256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:ee957555732c3442491e7cd9391bd6096e1f750a1032350dd4b48d0c03cd98a6

Observation d2342714-07a3-4507-824c-200e7a8db100 · outbound

This paper cites Air recon dl - magnetic resonance imaging.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Air recon dl - magnetic resonance imaging

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.342624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:70f3a01d8441ce640888af5c4d6cbaa2000342e7f37d8b25359f09be041e44f3

Observation 347a0053-7fe1-49c9-9378-112799dcc6df · outbound

This paper cites Vivid ultrasound systems.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Vivid ultrasound systems

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.346405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:fc88cc45c8fd391cec32cdcc3b644e93668f2d22deb9b0cd7098753aea4b18e0

Observation 9c6f9636-9a59-49b6-9d75-b7ba165c62d9 · outbound

This paper cites Acumen hypotension prediction index (hpi).

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Acumen hypotension prediction index (hpi)

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.354412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:240a4782a8f22f80b671ac98db6a246d1110c9575fb7466308abf0458fa209d8

Observation ac7134dd-8527-4d83-9c0e-423d31aa3c72 · outbound

This paper cites Diabetic retinopathy fundus image-assisted diagnosis software re- port 2024, global revenue, key companies market share & rank.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Diabetic retinopathy fundus image-assisted diagnosis software re- port 2024, global revenue, key companies market share & rank

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-23T17:23:15.146911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:edaeafade1a1af15cb4a81d89c9b1596041cb3cfa2a302b1bfb9457396b1afe3

Observation ee1ed754-83ee-4343-b43e-68822f98f227 · outbound

This paper cites Approval of artificial intelligence and machine learning-based medical devices in the usa and europe (2015–20): a comparative analysis.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Approval of artificial intelligence and machine learning-based medical devices in the usa and europe (2015–20): a comparative analysis

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.337973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:a8a24f314528334bb700c85800aaf6c41f07296ccf3948cc0f0258218de8fbf4

Observation 6f56b533-3dcb-4993-b497-af63f6046486 · outbound

This paper cites ARTIFICIAL INTELLIGENT MEDICAL DEVICE INNOVATION AND COOPERATION PLATFORM.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data ARTIFICIAL INTELLIGENT MEDICAL DEVICE INNOVATION AND COOPERATION PLATFORM

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.326183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:e0a9b6cdfc78b0c77e85877ea7078b22f304c1544e74a7822b52691421efdf4c

Observation dee86b1d-3110-4c42-849d-5d4940fdbf7a · outbound

This paper cites Artificial intelligence and machine learning (ai/ml)-enabled medical devices.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Artificial intelligence and machine learning (ai/ml)-enabled medical devices

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.330053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:0c1afa44958116536f910bec44124e60aa254230e65afee7bec766a004b18173

Observation 9dbe98c7-0fc4-4e9e-ba43-a581da62b9b7 · outbound

This paper cites The ethics of medical ai and the physician-patient relationship.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data The ethics of medical ai and the physician-patient relationship

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.333900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:add2c9650463eefb4ea5b901f7b1a268c04b78f50f5143f9b3131a40890b60c5

Observation 5e0829e0-d110-472d-ad4a-c395041c33cb · outbound

This paper cites Cybersecurity features of digital medical devices: an analysis of fda product summaries.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Cybersecurity features of digital medical devices: an analysis of fda product summaries

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.391276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:7248bf25c0b842716aa1300cb9774e6d7e299810636557c9f4f9714ca3aed8f7

Observation d2a7cd9b-8836-4fd1-887b-77f5bd6c24b3 · outbound

This paper cites Performance of chatgpt on usmle: Po- tential for ai-assisted medical education using large language models.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data Performance of chatgpt on usmle: Po- tential for ai-assisted medical education using large language models

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.365186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:2e7ffc77730d68d615f68e93b18527bb82bc59d052e11f4bc7be90a4e33b4d31

Observation 92b734d8-5c8c-4ec0-8fd7-09c45a5f1473 · outbound

This paper cites More than red tape: exploring complexity in medical device regulatory affairs.

Data-Driven Analysis of AI in Medical Device Software in China: Trends of Deep Learning and Traditional AI Based on Regulatory Data More than red tape: exploring complexity in medical device regulatory affairs

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-23T17:23:16.436643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-23T17:22:12.934566Z digest=sha256:c6bbf048ecd435697f78449f98435c46be51a394678f8382d6e1fbe96ac09201

Pith citing papers

No inbound Pith citation observations are available.