Towards Autonomous and Auditable Medical Imaging Model Development | Paper Citation Record

Observation 2bf2a6ad-e624-40ba-b4ee-b6f3127e690b · outbound

This paper cites Daniil A Boiko, Robert MacKnight, Ben Kline, and Gabe Gomes.

Towards Autonomous and Auditable Medical Imaging Model Development Daniil A Boiko, Robert MacKnight, Ben Kline, and Gabe Gomes

Reference 1

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Observation bb001114-83b5-4377-ad34-da193e95af63 · outbound

This paper cites MONAI: An open-source framework for deep learning in healthcare.

Towards Autonomous and Auditable Medical Imaging Model Development MONAI: An open-source framework for deep learning in healthcare

Reference 2

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Observation f019e280-5a60-41a2-9a13-a19367c50ca2 · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Towards Autonomous and Auditable Medical Imaging Model Development MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 3

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Observation aa9978c2-9b5d-46e9-bacd-984f9bec98a6 · outbound

This paper cites MARS: Modular Agent with Reflective Search for Automated AI Research.

Towards Autonomous and Auditable Medical Imaging Model Development MARS: Modular Agent with Reflective Search for Automated AI Research

Reference 4

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Observation 23747cde-cb06-4896-bd8a-a0c84aeac6b8 · outbound

This paper cites Barbarians at the gate: How AI is upending systems research.arXiv preprint arXiv:2510.06189,.

Towards Autonomous and Auditable Medical Imaging Model Development Barbarians at the gate: How AI is upending systems research.arXiv preprint arXiv:2510.06189,

Reference 5

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Observation 3a2da8bc-0714-48b4-b3ac-3bb6d1a8ba25 · outbound

This paper cites AutoMLGen: Navigating fine-grained optimization for coding agents.arXiv preprint arXiv:2510.08511,.

Towards Autonomous and Auditable Medical Imaging Model Development AutoMLGen: Navigating fine-grained optimization for coding agents.arXiv preprint arXiv:2510.08511,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 9348c6ab-927d-4897-9746-444118d09887 · outbound

This paper cites MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery.

Towards Autonomous and Auditable Medical Imaging Model Development MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

Reference 7

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Observation 065f7804-fdf8-46c2-9965-8a553008629f · outbound

This paper cites Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction.

Towards Autonomous and Auditable Medical Imaging Model Development Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation b1cd9c2b-401c-4b84-8043-6bb05299f7d3 · outbound

This paper cites Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction.

Towards Autonomous and Auditable Medical Imaging Model Development Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 6fb39b2c-2687-435b-ad0f-3fd49cd7c7dd · outbound

This paper cites Phikon-v2, A large and public feature extractor for biomarker prediction.

Towards Autonomous and Auditable Medical Imaging Model Development Phikon-v2, A large and public feature extractor for biomarker prediction

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 05454ce6-3c37-420c-bfd5-c49083196aee · outbound

This paper cites AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation.

Towards Autonomous and Auditable Medical Imaging Model Development AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation

Reference 11

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Observation 818b9480-7d84-4af0-abde-9dc42215baa2 · outbound

This paper cites Towards an AI co-scientist.

Towards Autonomous and Auditable Medical Imaging Model Development Towards an AI co-scientist

Reference 12

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Observation 989161bc-e31f-48e6-9d78-5a651373cb39 · outbound

This paper cites Segment Anything for Histopathology.

Towards Autonomous and Auditable Medical Imaging Model Development Segment Anything for Histopathology

Reference 13

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Observation b1fa88db-9271-484b-9259-aa778fc44b6a · outbound

This paper cites Ultrasound image enhancement challenge 2023, April.

Towards Autonomous and Auditable Medical Imaging Model Development Ultrasound image enhancement challenge 2023, April

Reference 14

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Observation dd734a02-fffd-46fc-b5ab-bdaeb8f89508 · outbound

This paper cites Ibrahim Ethem Hamamci, Sezgin Er, Enis Simsar, Atif Emre Yuksel, Sadullah Gultekin, Serife Damla Ozdemir, Kaiyuan Yang, Hongwei Bran Li, Sarthak Pati, Bernd Stadlinger, et al.

Towards Autonomous and Auditable Medical Imaging Model Development Ibrahim Ethem Hamamci, Sezgin Er, Enis Simsar, Atif Emre Yuksel, Sadullah Gultekin, Serife Damla Ozdemir, Kaiyuan Yang, Hongwei Bran Li, Sarthak Pati, Bernd Stadlinger, et al

Reference 15

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Observation 63a76892-24fb-4e89-a118-1eeeb2b6150b · outbound

This paper cites Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration.

Towards Autonomous and Auditable Medical Imaging Model Development Towards a Virtual Neuroscientist: Autonomous Neuroimaging Analysis via Multi-Agent Collaboration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation b3135fb2-604e-49a8-b650-8829cbffacf2 · outbound

This paper cites Isles 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset.Scientific data, 9(1):762,.

Towards Autonomous and Auditable Medical Imaging Model Development Isles 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset.Scientific data, 9(1):762,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 6e67bed1-bb1e-413d-8b8e-af075f73cef3 · outbound

This paper cites REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research?.

Towards Autonomous and Auditable Medical Imaging Model Development REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research?

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation ea61383b-0b24-4a1e-872e-0305c8279d56 · outbound

This paper cites REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research?.

Towards Autonomous and Auditable Medical Imaging Model Development REPRO-Bench: Can Agentic AI Systems Assess the Reproducibility of Social Science Research?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 37d1ff09-e3de-4378-aa2a-87945d76c751 · outbound

This paper cites Can Coding Agents Reproduce Findings in Computational Materials Science?.

Towards Autonomous and Auditable Medical Imaging Model Development Can Coding Agents Reproduce Findings in Computational Materials Science?

Reference 20

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Observation d342a4a1-dc3f-4fb8-8ec6-40e71f85b93a · outbound

This paper cites CodeScientist: End-to-end semi-automated scientific discovery with code-based experimentation.

Towards Autonomous and Auditable Medical Imaging Model Development CodeScientist: End-to-end semi-automated scientific discovery with code-based experimentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 23a296a7-6c3a-4246-a15b-8961309f1e7e · outbound

This paper cites AIDE: AI-Driven Exploration in the Space of Code.

Towards Autonomous and Auditable Medical Imaging Model Development AIDE: AI-Driven Exploration in the Space of Code

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation bbdf131e-0667-4586-9bdc-80047d301567 · outbound

This paper cites Toward Generalist Autonomous Research via Hypothesis-Tree Refinement.

Towards Autonomous and Auditable Medical Imaging Model Development Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Reference 24

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Observation 2aa36ec1-7417-468d-b237-0d2a32beb166 · outbound

This paper cites Towards the automatic segmentation, modeling and meshing of the aortic vessel tree from multicenter acquisitions: An overview of the seg.

Towards Autonomous and Auditable Medical Imaging Model Development Towards the automatic segmentation, modeling and meshing of the aortic vessel tree from multicenter acquisitions: An overview of the seg

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation b9789836-22fd-437f-a198-d0d2b786c715 · outbound

This paper cites Rex-mle: The autonomous agent benchmark for medical imaging challenges.

Towards Autonomous and Auditable Medical Imaging Model Development Rex-mle: The autonomous agent benchmark for medical imaging challenges

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 5703e4ff-3ff1-48df-92af-1e340eacbfaf · outbound

This paper cites From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking.

Towards Autonomous and Auditable Medical Imaging Model Development From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 48bc0bb5-d29c-4d85-a062-afcc28c15fdc · outbound

This paper cites From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking.

Towards Autonomous and Auditable Medical Imaging Model Development From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation ad3c6b67-66b0-4856-b9fb-d6cd8448dec7 · outbound

This paper cites AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery.

Towards Autonomous and Auditable Medical Imaging Model Development AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 0d29acdc-dace-4421-ba18-2d233b138800 · outbound

This paper cites AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration.

Towards Autonomous and Auditable Medical Imaging Model Development AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 00ff6a5b-1152-4d19-baf0-c90c1a2f48dc · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

Towards Autonomous and Auditable Medical Imaging Model Development The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation d6154b7d-3dde-45d4-99ae-0c81e1700825 · outbound

This paper cites MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI.

Towards Autonomous and Auditable Medical Imaging Model Development MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation ae12b4f5-a1c9-4652-8938-295c6c9a983e · outbound

This paper cites MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI.

Towards Autonomous and Auditable Medical Imaging Model Development MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation e398e4a1-123d-4c2f-85e7-86871c543bd6 · outbound

This paper cites ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence.

Towards Autonomous and Auditable Medical Imaging Model Development ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation c22aa710-6fac-4567-b3ab-b4f3627064c5 · outbound

This paper cites Cellpose-sam: superhuman generalization for cellular segmentation.

Towards Autonomous and Auditable Medical Imaging Model Development Cellpose-sam: superhuman generalization for cellular segmentation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation c51cd593-1912-4a77-9979-baff8d6e5aa6 · outbound

This paper cites PiFlow: Principle-aware scientific discovery with multi-agent collaboration.arXiv preprint arXiv:2505.15047,.

Towards Autonomous and Auditable Medical Imaging Model Development PiFlow: Principle-aware scientific discovery with multi-agent collaboration.arXiv preprint arXiv:2505.15047,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation dd8ad926-f184-4a29-be92-026e8d465b4b · outbound

This paper cites CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery.

Towards Autonomous and Auditable Medical Imaging Model Development CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 37

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Observation e9f5d0ae-8d3a-4b17-a5c0-ef7d45b7715d · outbound

This paper cites PostTrainBench: Can LLM agents automate LLM post-training?arXiv preprint arXiv:2603.08640,.

Towards Autonomous and Auditable Medical Imaging Model Development PostTrainBench: Can LLM agents automate LLM post-training?arXiv preprint arXiv:2603.08640,

Reference 38

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Observation b8e37bf9-45ab-468c-b85a-450953b21e73 · outbound

This paper cites an unresolved cited work.

Towards Autonomous and Auditable Medical Imaging Model Development Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation 069bef98-df8e-483b-9310-e2361903b39d · outbound

This paper cites Agent laboratory: Using LLM agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977–6043,.

Towards Autonomous and Auditable Medical Imaging Model Development Agent laboratory: Using LLM agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977–6043,

Reference 40

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Observation 463d2344-42df-4d5c-8712-55189b0271b8 · outbound

This paper cites CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark.

Towards Autonomous and Auditable Medical Imaging Model Development CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation a1d91b6c-7c0d-4921-84da-a9df0b960500 · outbound

This paper cites CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark.

Towards Autonomous and Auditable Medical Imaging Model Development CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-14T11:05:51.130839Z

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Observation ca9eb065-8019-49f3-9a0e-8fe6752af78f · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

Towards Autonomous and Auditable Medical Imaging Model Development PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 43

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Observation c5f011b0-4d4d-4df7-9345-04194b2fcbba · outbound

This paper cites Towards Generalist Biomedical AI.

Towards Autonomous and Auditable Medical Imaging Model Development Towards Generalist Biomedical AI

Reference 44

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Observation c44f3827-9f08-44c8-b9e5-2e35529d44a4 · outbound

This paper cites NeuroClaw Technical Report.

Towards Autonomous and Auditable Medical Imaging Model Development NeuroClaw Technical Report

Reference 45

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Observation 3d4f5eef-eed7-425f-823a-030ea1e3c421 · outbound

This paper cites FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights.

Towards Autonomous and Auditable Medical Imaging Model Development FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights

Reference 46

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Observation a3cd31b9-9fce-4d30-9b7e-46d71ff3cf7f · outbound

This paper cites Deepscientist: Advancing frontier-pushing scientific findings progressively.arXiv preprint arXiv:2509.26603,.

Towards Autonomous and Auditable Medical Imaging Model Development Deepscientist: Advancing frontier-pushing scientific findings progressively.arXiv preprint arXiv:2509.26603,

Reference 47

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Observation 074c4aa3-ad7f-448c-b017-a93b028cc5bf · outbound

This paper cites Towards a medical AI scientist.arXiv preprint arXiv:2603.28589,.

Towards Autonomous and Auditable Medical Imaging Model Development Towards a medical AI scientist.arXiv preprint arXiv:2603.28589,

Reference 48

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Observation 583bdf9e-a604-4c6b-aac6-786c23c552d5 · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

Towards Autonomous and Auditable Medical Imaging Model Development The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 49

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Observation fe5554be-81b5-4d4c-8b85-e2fb65cf6b7e · outbound

This paper cites ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration.

Towards Autonomous and Auditable Medical Imaging Model Development ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Reference 50

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Observation 6a032d14-daa1-471f-8162-74dcb689a8cc · outbound

This paper cites R&D-Agent: An llm-agent framework towards autonomous data science.arXiv preprint arXiv:2505.14738, 2025b.

Towards Autonomous and Auditable Medical Imaging Model Development R&D-Agent: An llm-agent framework towards autonomous data science.arXiv preprint arXiv:2505.14738, 2025b

Reference 51

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Observation caa06616-fe44-49f3-9008-34fca7b81bfe · outbound

This paper cites ReplicationBench: Can AI agents replicate astrophysics research papers?arXiv preprint arXiv:2510.24591,.

Towards Autonomous and Auditable Medical Imaging Model Development ReplicationBench: Can AI agents replicate astrophysics research papers?arXiv preprint arXiv:2510.24591,

Reference 52

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Observation edfcc9a5-445c-4cbf-b008-9d490e82516c · outbound

This paper cites URL https://arxiv.org/abs/2510.24591.

Towards Autonomous and Auditable Medical Imaging Model Development URL https://arxiv.org/abs/2510.24591

Reference 53

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Observation a1379054-fcb1-4bfc-9e3c-dc8cec31070f · outbound

This paper cites AIBuildAI: An AI Agent for Automatically Building AI Models.

Towards Autonomous and Auditable Medical Imaging Model Development AIBuildAI: An AI Agent for Automatically Building AI Models

Reference 54

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Observation 548665da-5c52-4e38-9852-13428531548c · outbound

This paper cites From Clinical Intent to Clinical Model: Autonomous Coding-Agents for Clinician-driven AI Development.

Towards Autonomous and Auditable Medical Imaging Model Development From Clinical Intent to Clinical Model: Autonomous Coding-Agents for Clinician-driven AI Development

Reference 55

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