Paper Citation Record · LEDGER

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds"

As of 5 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2604.05541.

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

pith.paper-citation-record.v1
2604.05541 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:51:34.370458Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:35:52.201317Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T17:04:56.668842Z

Reference resolution

46 of 46 outbound references displayed

verified exact13
verified fuzzy26
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1afc1cd0-3b6a-4fdb-acde-58637665f495 · outbound

This paper cites GPT-4 Technical Report.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" GPT-4 Technical Report

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.714505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation afc27e8b-2e64-4eaf-b8cc-59c309947357 · outbound

This paper cites Ahmadi, M.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Ahmadi, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.361048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation db607e8f-00a7-4a72-a06d-4d4dc86cd33c · outbound

This paper cites Qwen Technical Report.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Qwen Technical Report

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.695803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ba7070ac-5f64-47fe-9a10-85e43fe70de4 · outbound

This paper cites Qwen3-VL Technical Report.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Qwen3-VL Technical Report

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.748775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5d29f7bf-cb16-4ea9-aa6f-3d2056571ad3 · outbound

This paper cites Qwen2.5-VL Technical Report.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Qwen2.5-VL Technical Report

Reference 5

Resolution: malformed identifier; local_arxiv, observed 2026-05-10T22:25:52.769846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f73c31bb-3778-4b6b-8533-0abe7cd118d1 · outbound

This paper cites The unified medical language system (umls): integrating biomedical terminology.Nucleic acids research, 32(suppl 1):D267–D270.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" The unified medical language system (umls): integrating biomedical terminology.Nucleic acids research, 32(suppl 1):D267–D270

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.300263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c977d1a3-05df-4869-955b-e6c93d04946d · outbound

This paper cites Foundation versus domain-specific models for left ventricular segmenta- tion on cardiac ultrasound.npj Digital Medicine, 8(1):341.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Foundation versus domain-specific models for left ventricular segmenta- tion on cardiac ultrasound.npj Digital Medicine, 8(1):341

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.320037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c7fdb6dd-e6e7-48c3-bcab-645b210b5747 · outbound

This paper cites Multi-modal medical diagnosis via large-small model collaboration.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Multi-modal medical diagnosis via large-small model collaboration

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.368542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 06e81a38-517b-4623-9f4d-f4fa7b7a7961 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:14:53.293790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d0de8cd1-b5ed-4ab9-9d2b-d020fffeb960 · outbound

This paper cites Vision–language foundation model for echocardiogram interpretation.Nature Medicine, 30(5): 1481–1488.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Vision–language foundation model for echocardiogram interpretation.Nature Medicine, 30(5): 1481–1488

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.338234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8fbfda1c-258f-4c9b-84f4-d1ff20dfef91 · outbound

This paper cites an unresolved cited work.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-16T03:42:14.349436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation db64bac2-1ea8-41c2-9964-4ff56b886b0c · outbound

This paper cites Memsam: Taming segment anything model for echocardiog- raphy video segmentation.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Memsam: Taming segment anything model for echocardiog- raphy video segmentation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.304154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a1d01f19-c509-4d93-b8e1-06cc9fdd720d · outbound

This paper cites MedRAX: Medical Reasoning Agent for Chest X-ray.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:25:52.776493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 67c0b79d-4d39-4d37-b2aa-00ad5a624486 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.789445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9cdb6ff4-9557-4dfa-8143-61ed556967c4 · outbound

This paper cites Diastolic dysfunction: a comparison of 2025 ase, 2024 bse and 2022 eacvi guidelines.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Diastolic dysfunction: a comparison of 2025 ase, 2024 bse and 2022 eacvi guidelines

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.334552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 89644d1c-d02c-401c-bcbd-b35eef438fe7 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.725695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 10ddcae8-627a-4ff4-be98-4a93d416888a · outbound

This paper cites H2former: An efficient hierarchical hybrid transformer for medical image segmentation.IEEE Trans- actions on Medical Imaging, 42(9):2763–2775.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" H2former: An efficient hierarchical hybrid transformer for medical image segmentation.IEEE Trans- actions on Medical Imaging, 42(9):2763–2775

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.296127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 382685d9-5499-4406-9f22-4a53b35526fd · outbound

This paper cites an unresolved cited work.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-16T03:42:14.288010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1db66199-7082-427d-b483-b37bdcb2953f · outbound

This paper cites Com- plete ai-enabled echocardiography interpretation with multi- task deep learning.JAMA, 334(4):306–318.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Com- plete ai-enabled echocardiography interpretation with multi- task deep learning.JAMA, 334(4):306–318

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.292058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a5397113-305c-4096-b49d-815fcdaabbef · outbound

This paper cites Echoone: segmenting multiple echocar- diography planes in one model.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Echoone: segmenting multiple echocar- diography planes in one model

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.346062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 524ccf9b-fa73-4e55-8b75-25ceed0863b4 · outbound

This paper cites GPT-4o System Card.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" GPT-4o System Card

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.701788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ed8a44e9-3492-4be1-8483-5e04b6f6999a · outbound

This paper cites Usfm: A universal ultrasound foun- dation model generalized to tasks and organs towards label efficient image analysis.Medical image analysis, 96:103202.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Usfm: A universal ultrasound foun- dation model generalized to tasks and organs towards label efficient image analysis.Medical image analysis, 96:103202

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.324111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d81e9268-3d7e-4ed5-a45c-0f86524148f2 · outbound

This paper cites Automatic apical view clas- 9 sification of echocardiograms using a discriminative learning dictionary.Medical image analysis, 36:15–21.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Automatic apical view clas- 9 sification of echocardiograms using a discriminative learning dictionary.Medical image analysis, 36:15–21

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.307964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1b0ae49b-28b9-455e-b033-0bd40c8f4f8d · outbound

This paper cites an unresolved cited work.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-16T03:42:14.327479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 092bbb9a-d466-4e13-9e46-b1cb784e21f8 · outbound

This paper cites Deep learning for segmentation using an open large-scale dataset in 2d echocardiography.IEEE transac- tions on medical imaging, 38(9):2198–2210.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Deep learning for segmentation using an open large-scale dataset in 2d echocardiography.IEEE transac- tions on medical imaging, 38(9):2198–2210

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.353079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d065ff05-c43e-4df0-bad0-cfee92e696e5 · outbound

This paper cites Llava-med: Training a large language- and-vision assistant for biomedicine in one day.Advances in Neural Information Processing Systems, 36:28541–28564.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Llava-med: Training a large language- and-vision assistant for biomedicine in one day.Advances in Neural Information Processing Systems, 36:28541–28564

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.279303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ba2b2855-5a25-483d-ab9d-52f2b61b8271 · outbound

This paper cites DeepSeek-V3 Technical Report.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" DeepSeek-V3 Technical Report

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.709503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2cd28e8d-f888-479b-a811-530235c5c41c · outbound

This paper cites Q-part: quasi- periodic adaptive regression with test-time training for pedi- atric left ventricular ejection fraction regression.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Q-part: quasi- periodic adaptive regression with test-time training for pedi- atric left ventricular ejection fraction regression

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.364956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 8958ecc5-441e-475f-819b-38125e50b139 · outbound

This paper cites an unresolved cited work.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-16T03:42:14.357339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1d8d8ec2-cedf-42ec-8cce-fa45aeee924e · outbound

This paper cites Cross-dimensional transfer learning in medical image segmentation with deep learning.Medical image analysis, 88:102868.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Cross-dimensional transfer learning in medical image segmentation with deep learning.Medical image analysis, 88:102868

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.250241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a57ee1e5-9124-4274-af0f-66bae80f4e92 · outbound

This paper cites an unresolved cited work.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-05-16T03:42:14.274658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4615d401-47e9-4fde-8307-a4b442f33f18 · outbound

This paper cites Vila-m3: Enhancing vision- language models with medical expert knowledge.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Vila-m3: Enhancing vision- language models with medical expert knowledge

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.283835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 897787a0-86b5-4083-aebc-a7ee11fc5079 · outbound

This paper cites Echocardiography segmentation with enforced temporal consistency.IEEE transactions on medi- cal imaging, 41(10):2867–2878.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Echocardiography segmentation with enforced temporal consistency.IEEE transactions on medi- cal imaging, 41(10):2867–2878

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.315973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4762a70a-d737-4e8c-9297-076132403c45 · outbound

This paper cites OpenAI GPT-5 System Card.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" OpenAI GPT-5 System Card

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.690890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4b53a984-6e6e-4c33-ac96-a6a3fcb7c22d · outbound

This paper cites Echoviewclip: Advancing video quality control through high-performance view recog- nition of echocardiography.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Echoviewclip: Advancing video quality control through high-performance view recog- nition of echocardiography

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.342243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dcaa9517-e656-4b7c-90a8-72f4b5a6a004 · outbound

This paper cites an unresolved cited work.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-05-16T03:42:14.265105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e58bf0ff-c2d1-487f-b3b0-f255e352ef73 · outbound

This paper cites Mimic-iv-echo-ext-mimicechoqa: A benchmark dataset for echocardiogram-based visual ques- tion answering.PhysioNet.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Mimic-iv-echo-ext-mimicechoqa: A benchmark dataset for echocardiogram-based visual ques- tion answering.PhysioNet

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.260208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 678c19b7-1a47-46bf-afa7-85da60ae451d · outbound

This paper cites Creating large language model applications utilizing langchain: A primer on developing llm apps fast.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Creating large language model applications utilizing langchain: A primer on developing llm apps fast

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.331051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 823bea0c-3f13-42c5-bf38-cceae2889ea9 · outbound

This paper cites Heart disease and stroke statistics–2017 update.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Heart disease and stroke statistics–2017 update

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.376042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b9259607-9ed1-4216-b780-063eca923ed7 · outbound

This paper cites Comprehensive echocardiogram evalua- tion with view primed vision language ai.Nature, pages 1–3.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Comprehensive echocardiogram evalua- tion with view primed vision language ai.Nature, pages 1–3

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.254745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation d3dd4b3b-966a-4afd-823f-14291e3b1595 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:25:52.682531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cae00f03-83bc-4cae-a052-e7ce3b0740e3 · outbound

This paper cites MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:25:52.736373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 83982816-22e5-4016-a2da-7a5fd9ceb92d · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:09:32.945221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6e144288-1705-4f95-82a5-ce44bffd44d2 · outbound

This paper cites Cardiacnet: Learning to reconstruct ab- 10 normalities for cardiac disease assessment from echocardio- gram videos.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Cardiacnet: Learning to reconstruct ab- 10 normalities for cardiac disease assessment from echocardio- gram videos

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.312179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 00345426-b544-44fe-a3e1-0f9290f70168 · outbound

This paper cites Fully automated echocardiogram interpretation in clini- cal practice: feasibility and diagnostic accuracy.Circulation, 138(16):1623–1635.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Fully automated echocardiogram interpretation in clini- cal practice: feasibility and diagnostic accuracy.Circulation, 138(16):1623–1635

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.270143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 80131c23-c980-4027-ab22-034399074dfe · outbound

This paper cites Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography.Medical Image Analysis, 102:103536.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography.Medical Image Analysis, 102:103536

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T03:42:14.372326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Pith citing papers

Observation 1e7fccec-3b64-4019-b725-b976897b93ec · inbound

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement cites this paper.

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds"

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-05-22T06:14:40.501565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 686572d5-5242-461c-8770-1741a5cbaba4 · inbound

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement cites this paper.

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds"

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-06-30T17:04:56.670339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4677fb15-415c-41b2-b9a2-277a4513efef · inbound

C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs cites this paper.

C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds"

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T08:35:52.201317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.