Paper Citation Record · LEDGER

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 3 inbound Pith citation observations for arXiv:2505.19195.

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

pith.paper-citation-record.v1
2505.19195 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:22:25.389366Z

measured 30 of 30 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:04:53.803533Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:56:14.274937Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy9
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 29bf1634-c345-47a5-a3be-6f46080cd0f3 · outbound

This paper cites GPT-4 Technical Report.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.327321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2936dc8d-da59-436e-959d-e062b05c1a46 · outbound

This paper cites Large Language Models are Few-Shot Clinical Information Extractors.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Large Language Models are Few-Shot Clinical Information Extractors

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.364449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df0355e-ab50-4071-a859-991e5194b34e · outbound

This paper cites Journal of medical systems41, 1–8 (2017).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Journal of medical systems41, 1–8 (2017)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:27.964886Z

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.

Observation 5bf38540-53fb-4e87-bc56-c59b4b93196c · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.536272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 075e49c1-1866-4a22-a686-efb2318362a2 · outbound

This paper cites Cancer cell40(8), 865–878 (2022).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Cancer cell40(8), 865–878 (2022)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.632351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad2e589f-6bcc-4b8b-8565-678b05f362ab · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.679059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 698d4182-9d78-4ee3-b4df-541a6739529f · outbound

This paper cites Journal of the Royal Statistical So- ciety: Series B (Methodological)34(2), 187–202 (1972).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Journal of the Royal Statistical So- ciety: Series B (Methodological)34(2), 187–202 (1972)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.748526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6753a95-9c75-4f15-ace9-ddb097664e97 · outbound

This paper cites The Llama 3 Herd of Models.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis The Llama 3 Herd of Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.815717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92ccb5af-c4b4-49eb-b22a-445efc801200 · outbound

This paper cites Self-Verification Improves Few-Shot Clinical Information Extraction.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Self-Verification Improves Few-Shot Clinical Information Extraction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:23.927144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 218c9efd-c46a-4036-82bc-070e2a344948 · outbound

This paper cites medRxiv pp.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis medRxiv pp

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:27.866833Z

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.

Observation 469a6cf1-c0e2-414e-8a56-c15d7bc0a395 · outbound

This paper cites ICLR1(2), 3 (2022).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis ICLR1(2), 3 (2022)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:24.063680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14cdc28-49dd-4326-8840-ee2df3ca6750 · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:24.123659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56004d67-ab9d-420b-846f-6514bd240f17 · outbound

This paper cites In: International conference on machine learning.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis In: International conference on machine learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:24.172585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83b1ae8f-c718-449f-8edd-5460bc7888a9 · outbound

This paper cites In: AAAI 2024 Spring Symposium on Clinical Foundation Models (2024).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis In: AAAI 2024 Spring Symposium on Clinical Foundation Models (2024)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:27.692156Z

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.

Observation dd236555-6865-43c8-b022-538e119a8b41 · outbound

This paper cites NPJ precision oncology8(1), 4 (2024).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis NPJ precision oncology8(1), 4 (2024)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:24.324114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 328b31e2-76a4-4d69-a66d-097e0a48bece · outbound

This paper cites an unresolved cited work.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:22:27.113591Z

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.

Observation 45db2a2c-0e4f-4d58-89c0-2a9dd4c049a0 · outbound

This paper cites In: Challenges of Trustable AI and Added-Value on Health, pp.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis In: Challenges of Trustable AI and Added-Value on Health, pp

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:26.661546Z

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.

Observation 2ecbda44-8c9d-459d-8902-24f16e9b8c42 · outbound

This paper cites In: International Conference on Medical Image Computing and Computer- Assisted Intervention.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis In: International Conference on Medical Image Computing and Computer- Assisted Intervention

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:24.617297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c8b21a0-ed64-4155-8a70-1819243abb62 · outbound

This paper cites Frontiers in Oncology11, 747250 (2021).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Frontiers in Oncology11, 747250 (2021)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:26.476461Z

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.

Observation 95d0f76c-3d9c-405f-afde-d337d89b95a4 · outbound

This paper cites In: Proceedings of the conference.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis In: Proceedings of the conference

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:26.276146Z

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.

Observation 2c36e767-9c4b-4af9-87e5-439cb06b6a27 · outbound

This paper cites In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:24.910148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f432ad13-a53d-457e-880a-3b264eeeef15 · outbound

This paper cites Journal of machine learning research21(140), 1–67 (2020).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Journal of machine learning research21(140), 1–67 (2020)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:24.997552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a917acfe-db1c-4612-91e5-b95a94d0abf6 · outbound

This paper cites The Journal of Pathology262(3), 310–319 (2024).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis The Journal of Pathology262(3), 310–319 (2024)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:26.050714Z

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.

Observation c5141c60-e026-4030-9578-03617d421ce7 · outbound

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

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:25.203686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2533ad4-420c-42fc-acb8-0ad4321b2014 · outbound

This paper cites arXiv e-prints pp.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis arXiv e-prints pp

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:25.931080Z

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.

Observation c2aa806b-0362-4458-aa50-1800e6f40499 · outbound

This paper cites Artificial Intelligence Review57(3), 65 (2024).

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis Artificial Intelligence Review57(3), 65 (2024)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:22:25.670798Z

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.

Observation 83a5f92e-490f-47ce-aac5-e9f51a9f4a9b · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:22:25.389366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3a070b09-5eca-4f53-9b7b-f3bada3e56b8 · inbound

A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images cites this paper.

A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T17:04:53.803533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee661b9-6e86-4a17-99d3-ed507fd90bca · inbound

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches cites this paper.

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis

Reference 239

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:56:14.276772Z

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.

Observation 3d85babe-acaa-4e3a-bb6c-09669d0e3372 · inbound

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches cites this paper.

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis

Reference 255

Resolution: verified exact; arxiv_id, observed 2026-07-01T08:35:34.142384Z

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.