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Paper Citation Record · LEDGER

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

As of 8 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 2026-08-08T06:32:00.761636+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=sha256:2716a5007c93e059436c1d743e319181cd0185cacc038ed43e615c5c6d7c8b25

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

Resolution
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:f36ae924809ded3dcfd9e0c9807de164ea3dbcde4224ee300629e5e02e7ed675

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:46.310646Z digest=sha256:608c45d533555b0ca988692fbd2ac4447bb4ee684871d5f96556e2a545682db8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:46.369426Z digest=sha256:4764b33f25b9bbd141c9ce57084df54990639b38d1355bf6ecbb3d5e90917d91

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

Resolution
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:ec785812a91af5d1be99965c8df37caac5a16100c8ea346875bd244f94900c7a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:46.667954Z digest=sha256:8430e5e30a590db1502aca0263079a646240c2710002f0a660f3e26102bc8d14

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:46.782375Z digest=sha256:823fd96c3f5328d2bf080bab8257b0f8e277382ac3eef37dffdbb46d3f850168

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:46.887286Z digest=sha256:cd2506f1752e72823c0f9d47eaf3a74a4305389efab7d6c204b14190cf3aa054

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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unresolved
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:b7fdcd9e9451430a676cd8975c2067e65bfaa63d26317207aa9a6a6ff1050f65

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:47.204702Z digest=sha256:6a2c2f7108d6455b20edc2647924201aaf657c23c6da41f6322af4d1467bc154

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=sha256:309b14cdff467cb4b3cbef532905ebe9db5bdeb676203e109ad675cdca8768cb

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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unresolved
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=sha256:771ad101f6fcf527e310d5960aacd00c6d939fd4eed6efebf49a76667e7e25d1

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=sha256:471b8a4d3a6b8c07eac050221acf5605b21d263b265c0d64a3b371497a52d498

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=sha256:1a65022b1c92673d9ad7e3ddc59ba63bcba53eaca8baf38e67d58db32542dce9

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=sha256:5349acd8b17176dd21cdd81f76cd5a62f359722036afc25464ec1c541a268d45

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=sha256:57e7053110231bade308db64192a302f4b3bd001d5c03b7a66514901b34c0f06

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:47.805934Z digest=sha256:77bbe756cded69f543a228f383bf7f51326a1952f44b9c7bb0eb5b2a65b7d262

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:47.911943Z digest=sha256:ead4cff0b20ebd9eb72b94002b73ce272a148d16979ede8b06a499e4cfa1dc44

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:48.007332Z digest=sha256:b607cb9b4f39c05a229a7d563d352bf87edd514dcb237288339bf079e3fdd511

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:48.096604Z digest=sha256:724da4e58d5616eff443f715fbe03d5d5f096138a2a50d5bf347c95e17979478

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:e5ae887e1ca751430515c1709c31a706a18d6b4cc4e05a1838f1e641cb69c4a3

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:da980cdcfc627ff1b0d2787390aba263fa682b1ebffb90ebb0eef6a259cf711d

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

Resolution
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=sha256:76e27d2e8b1ddc2fdff5a2d9fe27818af2254d889f8b528a8a64e65820dc2be5

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:e7d631c616764045f4832fa2f379a78c2567071f485f141fcb19fc8358b45a29

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

Resolution
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=sha256:940dd27c1f63ab08b6feefef27ab4dfa0435886c642f33f35474502b3314d227

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

Resolution
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=sha256:90c56e0bc200851bcc97cc99107f72a8f28614468e73e1f31dfc56478ec5a12c

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:cf6056d7df4e3ac465c042a17eb166046f77fa12dbcfb86eda13efd77ce0a3ff

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

Resolution
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:db53b614227900fdd9e1eea04363eb44ae6629c8b657ab3eccd3716261c0601a

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:b65fe1ab8e05ff3c0b441b97d6c87ccd263855e5a81605f0244d11ffc43529c7

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

Resolution
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=sha256:03a2b380846c3f1d446550a7d26f7fa8051c07284598d7fc1bd1c17ac6177442

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=sha256:662e57ecc69f807a5f5fd3071128fb6eb68e7ca06b57a163dde34ec280a80641

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:ac8be704954fa1c5f2ef7df6b6cf93d559c0efc25a7cc26d05b3d27e2ac2a4c4

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=sha256:479c137c6dbff6ab84ce7a33651c13f8b91e1ba3020f2b50d29e20cb67fd73d1

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:b772372f874f26ac809ce705b871699afd6819ae2ea2c94341960a20622042f8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:49.832009Z digest=sha256:fdba63b698ae9661ffa5befa3ecef7be357851a0f784c1002eb8b68fd917cde2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:49.930731Z digest=sha256:29f8ebd8e0c766aa99d3c367652151dbd3f1c84a3be3c566f84677af2ea23dfd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.067467Z digest=sha256:a70039406133afaea6bbecee77e55dd64bd5ebb81e7f4bb3b38c6219a3ac6cc3

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:da1959c46afc0b7269527f80380fbf6d3684b9f6bb7a6ef722b242b5a6bc3ce9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.269660Z digest=sha256:e5396da5dd19028f6ded4d9811bd3de46425c3cc1089584d7ae5a506d31acba4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.350445Z digest=sha256:7073aeda9f6f2de0603253cb5d7ccca8f4fe7d2647ccae2750596aa0fd3c9718

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.434106Z digest=sha256:f42b01a402763ceacb17ac349c2672e69f1c52f2efe443125be61e656777d22b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.494974Z digest=sha256:d2dab170c47c2e010703be10a140c30b051f61aeda0ad6966e15588479afa475

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.575825Z digest=sha256:4f0a36de372e24e222fb88cb191acecfa420e0ff448b0c2ea2d875b321401ece

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:a23187b558cb7952e3dd934c2cca1ff1b828759cabcd985f661958b5b6572fda

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:fc3b119f0d6c2da4871cac4b4dab68234f100c2e75daedce73d906a373a50750

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.776429Z digest=sha256:472d6262787beda5ed79c3d23fd8743df1cb2cf861eb6bb639e861f89cfb754e

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=sha256:8d7c7efc706c65c2efdfe2c2bea2653eef2d5cb28f51e6171f3a7bbe0d2981d0

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=sha256:14d8c3acdc70095e71302ed7ebd1f5af22027669964958c5c6dd9b65ecdb03cc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.893213Z digest=sha256:624cb8fa6270cbc5a4c1a180a47a85eded9535519e6c22e1a670365458913289

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:14:50.944319Z digest=sha256:ecba13cc00d956d50a676863082ac1042038659f6512ea0d7e1ec679f639ba43

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=sha256:78ad0afe2533b581a5cd1a849098a8b0b55d01cdf0b560194826a5ec60829469

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T18:50:22.827472Z digest=sha256:6374fa0123ca4a7295fedda5316af85952e1a05877d5c68d95eeeeff3a6de1bc

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=sha256:13476129989479fbf53cf03e1831286cc269b8154fcc6e08d611484429b8a366