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Paper Citation Record · LEDGER

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility

As of 19 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2506.00235.

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

pith.paper-citation-record.v1
2506.00235 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:14:50.944319Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:03:15.968835Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:57:31.596542Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact2
  • verified fuzzy18
  • unresolved30
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e00787b-2d42-4af2-8264-31c5edc47c85 · outbound

This paper cites Toward expert-level medical question answering with large language models.Nature Medicine, pages 1–8, 2025.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Toward expert-level medical question answering with large language models.Nature Medicine, pages 1–8, 2025

Reference 1

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no resolver link, observed 2026-08-07T12:14:46.193526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:46.193526Z digest=sha256:e44bd7ba3e91b0a12c6cedd168d38a23a1c945eacf1eb3d48b96870b8b98ab39

Observation 9a859488-ddaf-4492-97b3-7c6545e495e9 · outbound

This paper cites A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions

Reference 2

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unresolved
no resolver link, observed 2026-08-07T12:14:46.243075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:46.243075Z digest=sha256:6708563d7c37ac59fbe3a9e557f561bb4c1f52bef0c19c9b09f5ab906cd228e5

Observation 5453e6a5-2646-4854-9623-a7a947fa1ab0 · outbound

This paper cites Deep multimodal fusion of image and non- image data in disease diagnosis and prognosis: a review.Progress in Biomedical Engineering, 5(2):022001, 2023.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Deep multimodal fusion of image and non- image data in disease diagnosis and prognosis: a review.Progress in Biomedical Engineering, 5(2):022001, 2023

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:54.735261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:46.310646Z digest=sha256:4d54a50ee4f7e8e7d6bce8fbbdc57fe5e9b79e90b5bfa3e633d4a89fd3aca4b1

Observation 3ca17e74-8acd-4aa3-a00f-8442c345c453 · outbound

This paper cites Mdagents: An adaptive collaboration of llms for medical decision-making (2024).URL https://arxiv.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Mdagents: An adaptive collaboration of llms for medical decision-making (2024).URL https://arxiv

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:54.634993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:46.369426Z digest=sha256:d0d9476873a37439d3a0b6f63172fafe49e754e5ee5083f5ee04192eb839ca72

Observation 41d4925b-abd6-4704-915c-c244070631d0 · outbound

This paper cites CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Reference 5

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unresolved
no resolver link, observed 2026-08-07T12:14:46.515822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:46.515822Z digest=sha256:a4b621ef44cbbd4b4456e9cc72343c133c7f1f4f833ea71518b352064e3573de

Observation 93cf0bd8-1a60-4568-9929-c9ec01a74c53 · outbound

This paper cites Idx-dr for diabetic retinopathy screening.American family physician, 101(5):307– 308, 2020.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Idx-dr for diabetic retinopathy screening.American family physician, 101(5):307– 308, 2020

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:54.508803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:46.667954Z digest=sha256:64235aed1f121559b747a1f478ce5627cd0e2626223cfc1ebddd687967f5954b

Observation 7d784bc9-85ec-4f9a-be81-01d34f379024 · outbound

This paper cites Applying deep learning to metastatic breast cancer detection.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Applying deep learning to metastatic breast cancer detection

Reference 7

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verified fuzzy
raw_fallback, observed 2026-08-07T12:14:54.400749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:46.782375Z digest=sha256:57d9f47ae2025d7928f5313ac127178956833b50154dad212bc1cc1a2050db6f

Observation 9c009b80-10cd-4b35-b9c5-b43cd25a4c8a · outbound

This paper cites Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare

Reference 8

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verified exact
local_arxiv, observed 2026-08-07T12:14:51.482497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:46.887286Z digest=sha256:28049e1c2e54d0cb1e7bef8bf26ff632469fe3647a458367b427434e43ae4489

Observation c2878854-fd22-48e1-8591-2d4176fc1cba · outbound

This paper cites A Brief Review of Explainable Artificial Intelligence in Healthcare.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility A Brief Review of Explainable Artificial Intelligence in Healthcare

Reference 9

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no resolver link, observed 2026-08-07T12:14:47.049918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:47.049918Z digest=sha256:9223b160241e11b773a85ce4f1b532355a24d4be9dcad688e6367976dd411b98

Observation 8cfb7750-939c-406b-a28e-3b68ed519d67 · outbound

This paper cites A labeled medical records corpus for the timely detection of rare diseases using machine learning approaches.Scientific Reports, 15(1):6932, 2025.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility A labeled medical records corpus for the timely detection of rare diseases using machine learning approaches.Scientific Reports, 15(1):6932, 2025

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-07T12:14:54.322863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:47.204702Z digest=sha256:c962fb323ed7ae89e4d7a3e7f21af8efa7a073b0bcc70213a902f763939386cc

Observation 497800c4-ceb9-4077-b549-299852599000 · outbound

This paper cites Alzheimer’s disease neuroimaging initiative (adni) clinical characterization.Neurology, 74(3):201–209, 2010.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Alzheimer’s disease neuroimaging initiative (adni) clinical characterization.Neurology, 74(3):201–209, 2010

Reference 11

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unresolved
no resolver link, observed 2026-08-07T12:14:47.296425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:47.296425Z digest=sha256:82c8f5776b9cd2310b0d06520e0fd1cb48daa6c423425bdf1a9434beceee3700

Observation 21ef67f1-a6f2-428a-b0fe-412d5c20e900 · outbound

This paper cites Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317, 2019.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317, 2019

Reference 12

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no resolver link, observed 2026-08-07T12:14:47.381374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:47.381374Z digest=sha256:d216b337bc7addeaaa4135ebe84c2238fe18aa2debf2214ad12503ef8f847773

Observation be8dbb32-507e-46fe-a989-75be2449e9b9 · outbound

This paper cites Ehrxqa: A multi-modal question answering dataset for electronic health records with chest x-ray images.Advances in Neural Information Processing Systems, 36:3867–3880, 2023.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Ehrxqa: A multi-modal question answering dataset for electronic health records with chest x-ray images.Advances in Neural Information Processing Systems, 36:3867–3880, 2023

Reference 13

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unresolved
no resolver link, observed 2026-08-07T12:14:47.434938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:47.434938Z digest=sha256:f794ef78e34d381f29aadd3ffd486fb3a7fcab89ae92be3eb969c5b596fe257b

Observation 620b4f2c-cab7-40e9-8fc0-49193a7662c7 · outbound

This paper cites GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records

Reference 14

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unresolved
no resolver link, observed 2026-08-07T12:14:47.514034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:47.514034Z digest=sha256:eff8476ad4d5c763ac1b389829e886a1c511df45e412e29929ec541b07f0493d

Observation a589e07b-2396-4753-b120-3e2ee9ea626c · outbound

This paper cites Publicly Available Clinical BERT Embeddings.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Publicly Available Clinical BERT Embeddings

Reference 15

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unresolved
no resolver link, observed 2026-08-07T12:14:47.624876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:47.624876Z digest=sha256:25f1aaf49a26f385a9c2a14c6129822bbc0265aecc7dd99a7ae7dc60811638a1

Observation 5e4aa49c-a6b7-4a2a-9fd0-a3f14cb7df98 · outbound

This paper cites BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

Reference 16

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unresolved
no resolver link, observed 2026-08-07T12:14:47.705191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:47.705191Z digest=sha256:0727a2cf005ad7b90821b4145d3da86e9df7b962361f5cfcd90fa396f32e0102

Observation a18f3eb9-5ed5-419f-9ad0-b24f89d254a8 · outbound

This paper cites Dxplain: an evolving diagnostic decision-support system.Jama, 258(1):67–74, 1987.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Dxplain: an evolving diagnostic decision-support system.Jama, 258(1):67–74, 1987

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-07T12:14:54.170650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:47.805934Z digest=sha256:2afc3be0646bcea84e4e7409048177475b1da98b00df3e00feb4044823a900cb

Observation 66d12aa0-f303-429b-8ebd-01ea085e57dd · outbound

This paper cites Isabel: a web- based differential diagnostic aid for paediatrics: results from an initial performance evaluation.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Isabel: a web- based differential diagnostic aid for paediatrics: results from an initial performance evaluation

Reference 18

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verified fuzzy
raw_fallback, observed 2026-08-07T12:14:54.054957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:47.911943Z digest=sha256:dcf25eca3db8630735116a1d4480235d4b8f9cb164a16e2a77ce5dc52710c7d0

Observation ede35676-d493-4d36-9445-c3c2e9c378e6 · outbound

This paper cites Early experience with watson for oncology: a clinical decision- support system for prostate cancer treatment recommendations.World journal of urology, 39:407–413, 2021.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Early experience with watson for oncology: a clinical decision- support system for prostate cancer treatment recommendations.World journal of urology, 39:407–413, 2021

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-07T12:14:53.967181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:48.007332Z digest=sha256:c5f63af49626d024201c85c5019d65fb698e60736d2f727d24bc4075bd1e6129

Observation 08a5a28a-c3b7-4f48-ad3e-5ab4bc659d54 · outbound

This paper cites Medclip: Contrastive learning from unpaired medical images and text.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Medclip: Contrastive learning from unpaired medical images and text

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-07T12:14:53.792571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:48.096604Z digest=sha256:a4778fcaf75af0fe1b092ec199c26516d8272d7ac358133c14798d7d35f4bf4d

Observation 3006d174-8d2c-454d-872b-9ae66c5a5807 · outbound

This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 21

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no resolver link, observed 2026-08-07T12:14:48.185934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:48.185934Z digest=sha256:13d6a9e8887f0373e4af085b5ad5d2393561f21f512a41119300b48ed621a26d

Observation c98da2b6-7488-4779-ad30-596dc5558635 · outbound

This paper cites Towards generalist biomedical ai.Nejm Ai, 1(3):AIoa2300138, 2024.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Towards generalist biomedical ai.Nejm Ai, 1(3):AIoa2300138, 2024

Reference 22

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no resolver link, observed 2026-08-07T12:14:48.306475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:48.306475Z digest=sha256:583493529dda7443451276c85abe2c23516d12151cb4af2c46e9c9350d5a6bd2

Observation 0214ea42-e55e-47a5-9ea5-1d4519a7fd20 · outbound

This paper cites PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Reference 23

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unresolved
no resolver link, observed 2026-08-07T12:14:48.450513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:48.450513Z digest=sha256:588d42ec8a4b002700c6a5f1f76a72a555a0a0b56c4658c21eb7fe89fca757bd

Observation d50800a2-8c07-4169-93ed-f7bc1b5fab1b · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539– 68551, 2023.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539– 68551, 2023

Reference 24

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unresolved
no resolver link, observed 2026-08-07T12:14:48.543657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:48.543657Z digest=sha256:ea2743cedb82f79a7ef7d09a0f4c5cff9c5fdad7d4be68968f2dadf5136a7def

Observation b2a29884-629f-49a8-9238-b22f815f12df · outbound

This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180, 2023.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.Advances in Neural Information Processing Systems, 36:38154–38180, 2023

Reference 25

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unresolved
no resolver link, observed 2026-08-07T12:14:48.720022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:48.720022Z digest=sha256:ffc6f0df6e62aeea22d8b60b5c3f5f6fe8a514fdf8213aca210c057cdecf8d66

Observation 33b50a35-fb88-4c9c-8d47-0897f28294fb · outbound

This paper cites Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37:126544–126565, 2024.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37:126544–126565, 2024

Reference 26

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unresolved
no resolver link, observed 2026-08-07T12:14:48.857188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:48.857188Z digest=sha256:c13ef3b004ebf62bd1f2117e3a19232143fb7787e55d9707e81d426e1512bc82

Observation 0746dae7-e535-4d57-bb05-e426dbd18f8e · outbound

This paper cites ToolACE: Winning the Points of LLM Function Calling.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility ToolACE: Winning the Points of LLM Function Calling

Reference 27

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unresolved
no resolver link, observed 2026-08-07T12:14:49.026235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.026235Z digest=sha256:9ac2924496b194646d8b67a0b7f56b2fc83a53c202602c7a122512288de8b0f0

Observation dc518df1-3e87-48f1-9851-b9a6d405386c · outbound

This paper cites xLAM: A Family of Large Action Models to Empower AI Agent Systems.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility xLAM: A Family of Large Action Models to Empower AI Agent Systems

Reference 28

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unresolved
no resolver link, observed 2026-08-07T12:14:49.144164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.144164Z digest=sha256:1d7d3aadfff680e5bc84394e54e640de25a544c46eb6f69bf4019980ad92ca14

Observation 6c90b24e-f58e-405a-8f49-8d0bf1653dbf · outbound

This paper cites APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay

Reference 29

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unresolved
no resolver link, observed 2026-08-07T12:14:49.279794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.279794Z digest=sha256:bd9ae082e02412e67c1dddff1ec7864c41004e064ece9e965a5180aeb9b27818

Observation 03d5e225-78e5-477c-ae32-9b8b3598339c · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 30

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unresolved
no resolver link, observed 2026-08-07T12:14:49.420220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.420220Z digest=sha256:ebba9b57a5370fc3c1e6cf50183c51955b699b65a6bf35b2101e7a20a27b2821

Observation 66d2e63c-d5c0-4f07-83aa-08fe56b9b843 · outbound

This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Reference 31

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unresolved
no resolver link, observed 2026-08-07T12:14:49.606397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.606397Z digest=sha256:5b3b44cbf33b962427e3396d625379894925d0d9f7e95b2189af48b407182233

Observation 9b5b2ef8-f08b-4774-af09-7d64ce11a4ca · outbound

This paper cites Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Reference 32

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unresolved
no resolver link, observed 2026-08-07T12:14:49.664315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.664315Z digest=sha256:8c99966eb42d59efac33ef876d2fd765d139d656348ba48592f757f7628481c9

Observation 08292c7f-8dd7-453c-9c19-9e76a08b031b · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 33

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no resolver link, observed 2026-08-07T12:14:49.691623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.691623Z digest=sha256:cb87c764003d396903f7d6e46163f0c7aec64a906a977687b93b93b3c1700985

Observation 93286956-5f8b-4bc9-99db-ce2e7f866333 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652, 2023

Reference 34

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no resolver link, observed 2026-08-07T12:14:49.731037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:49.731037Z digest=sha256:79f4b8cd3acaa6e3f6dee15eef5ee7a66fbd92d8d75d6cea37fbf35257d38611

Observation 008dcb14-b495-4fcf-8545-d59f7f535b88 · outbound

This paper cites Freesurfer.Neuroimage, 62(2):774–781, 2012.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Freesurfer.Neuroimage, 62(2):774–781, 2012

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:53.659575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:49.832009Z digest=sha256:6f7115199ee2c3b5ccb12e03a74e2b2acc527aa9a3473c641369a97214c46d49

Observation b76339b9-45bb-4562-ab74-64329a2922f7 · outbound

This paper cites Drugbank 6.0: the drugbank knowledgebase for 2024.Nucleic acids research, 52(D1):D1265–D1275, 2024.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Drugbank 6.0: the drugbank knowledgebase for 2024.Nucleic acids research, 52(D1):D1265–D1275, 2024

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:53.474080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:49.930731Z digest=sha256:396ef6c621bf9fa854694b2ea08e4604e654ad5cabea27a375c7c3a11a1c1f63

Observation f68071c4-adfb-4f94-9a00-f229cea5b548 · outbound

This paper cites The framingham risk score: an appraisal of its benefits and limitations.American Heart Hospital Journal, 5(2):91–96, 2007.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility The framingham risk score: an appraisal of its benefits and limitations.American Heart Hospital Journal, 5(2):91–96, 2007

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:53.293388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.067467Z digest=sha256:0368f6a96eb88b3d3d92ea552e8ad86192f61c356a81476def171698c964af76

Observation bb7858b4-a85b-4d70-a534-f008f6fd26ea · outbound

This paper cites Densely connected convolutional networks.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Densely connected convolutional networks

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T12:14:50.153210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:50.153210Z digest=sha256:a66f017fe691c31f8e155db5b8d3cd6abf1c6ce32ddde43e4a258a3b5784daf1

Observation 8b8112a9-07c1-4e01-9ffb-a3a7d63642f4 · outbound

This paper cites U-net based analysis of mri for alzheimer’s disease diagnosis.Neural Computing and Applications, 33:13587–13599, 2021.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility U-net based analysis of mri for alzheimer’s disease diagnosis.Neural Computing and Applications, 33:13587–13599, 2021

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:53.163468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.269660Z digest=sha256:e55e61ea92e415d7104afd03cc4b6e34a836b79849c4302ecd3088f8d7dc475a

Observation 37853779-3ee7-4217-b837-5e43d54fe6ec · outbound

This paper cites Multistage diagnosis of alzheimer’s disease based on slice attention network.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Multistage diagnosis of alzheimer’s disease based on slice attention network

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:52.919241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.350445Z digest=sha256:93f2919bb2f6c35c86147cc9aac4381d82eb448eb04176c745b4140bda8738be

Observation 5ad015bd-fb29-440f-803f-9faca98455ad · outbound

This paper cites Multi-modal hypergraph diffusion network with dual prior for alzheimer classification.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Multi-modal hypergraph diffusion network with dual prior for alzheimer classification

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:52.630675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.434106Z digest=sha256:faffde7db279f17f8ad6a42a009a9742a8fe3917a9ec73400e15422bbe8dadde

Observation b13127bd-2c52-46b9-9155-f51046006596 · outbound

This paper cites Multi-modal masked autoencoders for medical vision-and-language pre-training.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Multi-modal masked autoencoders for medical vision-and-language pre-training

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:52.425117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.494974Z digest=sha256:1a6a41cc49a245e2c3c43c6b00265270d2ac6bc939b1bae8976a5c93ae0d223a

Observation 8fcfee30-1467-4c32-ac3a-5b6ae40ba6fe · outbound

This paper cites Large language models improve alzheimer’s disease diagnosis using multi-modality data.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Large language models improve alzheimer’s disease diagnosis using multi-modality data

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:52.198966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.575825Z digest=sha256:adbf961ba96377bad90e6ce48e13b5e10ee8f65ff654c336bfc97a741ada553a

Observation 2f29db72-7b8d-4c97-8c6b-50132705dbb0 · outbound

This paper cites Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T12:14:50.660801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:50.660801Z digest=sha256:501781dec5ea3ceeb8c8c299c7ad5befc8a7f44c375a649fb560f532f71ecd53

Observation 7c4da0c0-a9bc-41bd-8da9-3aa4afd0d2f5 · outbound

This paper cites Generating Radiology Reports via Memory-driven Transformer.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Generating Radiology Reports via Memory-driven Transformer

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T12:14:50.723407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:50.723407Z digest=sha256:dbc0e9a735cf13953b2e193c4d0622175516e2cba6d2f116ee064b65260f25cc

Observation 27dc11e4-977b-44c1-8ecf-6e0efa5c5a43 · outbound

This paper cites Vision-Language Generative Model for View-Specific Chest X-ray Generation.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Vision-Language Generative Model for View-Specific Chest X-ray Generation

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:14:51.136785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.776429Z digest=sha256:33913fb006f7b294d37741bd4b8649230e80d9add705c003ea1e84ed59a8f0b1

Observation 1d848d80-e836-4971-9f41-5c82388a2a00 · outbound

This paper cites XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T12:14:50.836795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:50.836795Z digest=sha256:45acb7f40720a9eebc1e4dd94780e0822459cd8aa6c6ef28b6f71d09e86740e2

Observation 5d89c8f6-c3fa-4347-89d6-2373500c8183 · outbound

This paper cites LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T12:14:50.860331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:14:50.860331Z digest=sha256:68462f495fa56a39f540d8aaa6957145788c66230803d3e3064de6e3fbdb548b

Observation b529d121-8cc4-4393-87ce-5cfadaaab1b2 · outbound

This paper cites an unresolved cited work.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:14:51.863168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.893213Z digest=sha256:a6dc20458af0c1820907bfab5777cb8fb455ca1b69706020d62b303770e56a9f

Observation f157da41-1990-4c09-be93-e5b68164cb35 · outbound

This paper cites Is there ${attribute} in the ${object}?.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility Is there ${attribute} in the ${object}?

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:14:51.631748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:14:50.944319Z digest=sha256:d8e21fd2781caa8ad239e69c1f28e31034bf8453e1f5374a72c8fbecfa33a84d

Pith citing papers

Observation 123313fc-3ccf-4c7c-b5c6-30b45ec5e13e · inbound

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays cites this paper.

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T16:03:15.968835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:03:15.968835Z digest=sha256:d6cd6327a15e5d11f77c0c41e273a815f2a3dbf0c1f03211da2eeb8eb04350c0

Observation 0725b69d-961a-4a4b-a548-22e3b8836b20 · inbound

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning cites this paper.

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility

Reference 128

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T18:57:31.597923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-07-10T18:50:22.827472Z digest=sha256:72464eef3f6d20583a53ab8ad01426258243cb5f734953c2ff7b0f3c9d39d214

Observation feb788f6-6c4c-4a7e-9a1e-b8beb868a06e · inbound

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility

Reference 89

Resolution
unresolved
no resolver link, observed 2026-07-14T06:30:16.612345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:30:16.612345Z digest=sha256:8bf7984be5900f213096175b3d2fe2073dc25270dc94445a4903006995b1270f