Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data | Paper Citation Record

Observation 99bb24fa-13a4-42a6-a401-5fd05f09ae80 · inbound

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

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 58

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T23:08:21.838564Z

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M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation cites this paper.

M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 53

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VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge cites this paper.

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 37

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GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI cites this paper.

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 68

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Observation 8702fd5b-9b1d-4573-9c07-208fb2ab417f · inbound

ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation cites this paper.

ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 22

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Observation ad4c2be7-7635-4e06-8a4c-70d1a5e2dfaf · inbound

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs cites this paper.

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 129

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Observation dd6c2285-b46f-4e12-b098-40c000d1aa55 · inbound

Large Language Model with Region-guided Referring and Grounding for CT Report Generation cites this paper.

Large Language Model with Region-guided Referring and Grounding for CT Report Generation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 4

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Observation 19c1eb71-ea57-4907-b322-f81423ea27c2 · inbound

GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis cites this paper.

GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 42

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Observation 86aceb8a-68a3-4f19-ae98-b4b1d8524e23 · inbound

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models cites this paper.

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 42

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Observation 8aca1499-7431-4094-801e-5083c81d945a · inbound

Best Practices for Large Language Models in Radiology cites this paper.

Best Practices for Large Language Models in Radiology Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 92

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Observation ee1fe495-7a61-4bc0-977f-1efb11f7459c · inbound

Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions cites this paper.

Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 160

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Observation 6f08b4e2-3b87-4cb0-b37a-c24bd6ca346e · inbound

Mask of truth: model sensitivity to unexpected regions of medical images cites this paper.

Mask of truth: model sensitivity to unexpected regions of medical images Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 19

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Observation 6ae1f7d4-b0ab-4cae-9667-13396594031c · inbound

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

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 262

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T13:23:58.164795Z

Source-reported events for the cited work

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Observation 7e852805-ddbf-4b04-b764-ef374966dff4 · inbound

MG-3D: Multi-Grained Knowledge-Enhanced 3D Medical Vision-Language Pre-training cites this paper.

MG-3D: Multi-Grained Knowledge-Enhanced 3D Medical Vision-Language Pre-training Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T20:20:59.995587Z

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Observation 68819d81-a5cc-4c3a-be35-8642d379538b · inbound

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? cites this paper.

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T17:03:39.342147Z

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Observation 9375aa00-79aa-4743-8c1d-e7c07368dd91 · inbound

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts cites this paper.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 664

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Observation f3659afc-6412-4e17-9a05-a458077345e5 · inbound

Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation cites this paper.

Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:03:53.128130Z

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Observation b14a0c86-8da6-427c-bd95-33d68067aaf9 · inbound

MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models cites this paper.

MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T04:22:52.063434Z

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Observation 884d8fc7-6ec6-4e27-b135-6a49c25e698e · inbound

RadGPT: Constructing 3D Image-Text Tumor Datasets cites this paper.

RadGPT: Constructing 3D Image-Text Tumor Datasets Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T21:31:28.649874Z

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Observation 7d8c8e36-ca4e-4fb3-8762-a90a3dad092e · inbound

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine cites this paper.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T22:13:30.606451Z

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Observation 0cf8507d-bf49-467d-9b36-c2b69ffc93ad · inbound

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection cites this paper.

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:33.201681Z

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Observation 2ca7db97-34a4-4e72-941a-4a1adfff0c8b · inbound

CRG Score: A Distribution-Aware Clinical Metric for Radiology Report Generation cites this paper.

CRG Score: A Distribution-Aware Clinical Metric for Radiology Report Generation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:58:43.264740Z

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Observation a626d111-ef03-4117-ab45-325fbf44fb8e · inbound

Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering cites this paper.

Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:31.365940Z

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Observation ebd5d5bf-00b3-49cd-9d89-424a19521f26 · inbound

Medical Large Vision Language Models with Multi-Image Visual Ability cites this paper.

Medical Large Vision Language Models with Multi-Image Visual Ability Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 24

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Observation 2f426e4a-38af-491c-85cf-cda98f68442e · inbound

Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning cites this paper.

Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:42.518960Z

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Observation c4e9b318-1879-42e1-b6f0-50e73eea0338 · inbound

Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation cites this paper.

Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 25

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Observation 471a5613-ae21-4c8f-a273-2e1edcfc8a0a · inbound

Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning cites this paper.

Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:02.671312Z

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Observation 0aa82d8c-ca8a-4c69-be3b-10053c5e2ccb · inbound

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? cites this paper.

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:12.027244Z

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

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility cites this paper.

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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Observation 0b3d9e2c-71b3-461d-9504-3d16f3746b14 · inbound

SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence cites this paper.

SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:41.820666Z

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Observation 98a3ec93-657c-4a92-bf45-7c1b99b0c292 · inbound

HSENet: Hybrid Spatial Encoding Network for 3D Medical Vision-Language Understanding cites this paper.

HSENet: Hybrid Spatial Encoding Network for 3D Medical Vision-Language Understanding Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:47:07.745722Z

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Observation 21572ae9-4807-4a72-b881-70ca51cc44b3 · inbound

MedErr-CT: A Visual Question Answering Benchmark for Identifying and Correcting Errors in CT Reports cites this paper.

MedErr-CT: A Visual Question Answering Benchmark for Identifying and Correcting Errors in CT Reports Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T23:10:45.868971Z

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Observation a9a3424b-75ae-40e9-bc98-e2cd369d4082 · inbound

General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound cites this paper.

General Methods Make Great Domain-specific Foundation Models: A Case-study on Fetal Ultrasound Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 24

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Observation 23a8f0aa-fa60-42b8-b285-912d858fb5b5 · inbound

Region-Aware Multimodal Large Language Model via SlowFast Tokenization and Pseudo-Mask Guidance for 3D CT Report Generation cites this paper.

Region-Aware Multimodal Large Language Model via SlowFast Tokenization and Pseudo-Mask Guidance for 3D CT Report Generation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 13

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Observation 17fead55-cc17-44e9-ad80-8d0265ac017a · inbound

Prompt Mechanisms in Medical Imaging: A Comprehensive Survey cites this paper.

Prompt Mechanisms in Medical Imaging: A Comprehensive Survey Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 197

Resolution: unresolved; no resolver link, observed 2026-08-06T22:02:25.656582Z

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Observation 11cc7b50-8dfb-4230-b2e1-2ecc30e4b106 · inbound

Computed Tomography Visual Question Answering with Cross-modal Feature Graphing cites this paper.

Computed Tomography Visual Question Answering with Cross-modal Feature Graphing Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T19:54:41.997876Z

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Observation 9cf470b2-cce5-4247-b177-ef92af5cd00f · inbound

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale cites this paper.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T18:55:17.709501Z

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Observation ffff7d12-0c7b-412d-971b-e47929e05ed9 · inbound

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models cites this paper.

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 47

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Observation 72a6e160-caac-454d-ad18-4d89b266d09c · inbound

Semantically Informed Salient Regions Guided Radiology Report Generation cites this paper.

Semantically Informed Salient Regions Guided Radiology Report Generation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:10.572710Z

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Observation 360772cb-1472-4e1e-934d-18f1316792ab · inbound

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine cites this paper.

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T04:50:45.295335Z

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Observation 72d31a07-f8a1-4b96-9465-3cc0f90e22d0 · inbound

Disorder-induced stress-flow misalignment in soft glassy materials revealed using multi-directional shear cites this paper.

Disorder-induced stress-flow misalignment in soft glassy materials revealed using multi-directional shear Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T23:25:36.891974Z

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Observation 716424b1-6913-4789-945f-25479c0b7886 · inbound

UNICON: UNIfied CONtinual Learning for Medical Foundational Models cites this paper.

UNICON: UNIfied CONtinual Learning for Medical Foundational Models Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T18:48:45.292884Z

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Observation 4ccbc59d-e9f0-4cfa-9910-72b37cbd219e · inbound

Unified Supervision For Vision-Language Modeling in 3D Computed Tomography cites this paper.

Unified Supervision For Vision-Language Modeling in 3D Computed Tomography Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T12:29:50.308443Z

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Observation d247088f-2fb1-45f3-aaae-73716f4a0cdf · inbound

A Generative Foundation Model for Chest Radiography cites this paper.

A Generative Foundation Model for Chest Radiography Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:08.407145Z

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Observation 66d87624-b141-4d9e-b03c-da21f5cd2f5b · inbound

Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models cites this paper.

Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-04T19:48:40.745987Z

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Observation f972d04b-6048-4da9-82ed-3f957e31f059 · inbound

Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks cites this paper.

Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T13:31:25.595217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4b518827-c338-4c26-9a6c-6c5bbe23e4cb · inbound

Spatial navigation in preclinical Alzheimer's disease: A review cites this paper.

Spatial navigation in preclinical Alzheimer's disease: A review Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 90

Resolution: unresolved; no resolver link, observed 2026-07-13T19:53:53.219607Z

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Observation e3a73f7c-0da0-46d0-807e-31f0fd06ac75 · inbound

Towards Responsible Multimodal Medical Reasoning via Context-Aligned Vision-Language Models cites this paper.

Towards Responsible Multimodal Medical Reasoning via Context-Aligned Vision-Language Models Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T07:50:59.365355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74c73fe5-669a-445a-b7d6-a156800165ad · inbound

Representation geometry shapes task performance in vision-language modeling for CT enterography cites this paper.

Representation geometry shapes task performance in vision-language modeling for CT enterography Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:41:02.460354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ca83781d-a42f-4cd0-8926-d892bc75ac77 · inbound

BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs cites this paper.

BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:30:58.272220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b202c21d-6e3d-465f-b8be-e5f6bd045fd4 · inbound

Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework cites this paper.

Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:36:01.567966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a28cc291-afc0-4c67-a6cf-7a9ebd13d6e5 · inbound

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness cites this paper.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T02:45:57.964478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 72d5d678-c60e-49e5-b445-e3444c617916 · inbound

MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence cites this paper.

MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:45:54.973983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5f1cd2a2-873c-4609-90f8-a3d507bd4955 · inbound

MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence cites this paper.

MedVIGIL: Evaluating Trustworthy Medical VLMs Under Broken Visual Evidence Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:20:23.636396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0d2c513-a327-4af3-b806-bb3c2817acff · inbound

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents cites this paper.

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 56

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:41:43.470455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 14708d63-b1a9-4e0b-8638-fc9a419301bc · inbound

ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows cites this paper.

ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:15:04.043771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a9ba44ff-ee92-42c7-b499-4d695a018a4a · inbound

ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows cites this paper.

ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T14:25:47.066118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 63ef429b-fd13-400c-9b90-8486b73a0ccf · inbound

HalluCXR: Benchmarking and Mitigating Hallucinations in Medical Vision-Language Models for Chest Radiograph Interpretation cites this paper.

HalluCXR: Benchmarking and Mitigating Hallucinations in Medical Vision-Language Models for Chest Radiograph Interpretation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T06:39:43.810848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6cc5a54-fcd5-49a6-b265-30027c082b4a · inbound

JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation cites this paper.

JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:51:16.324243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 818201e0-393f-45d3-ab8e-92b025139ea8 · inbound

JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation cites this paper.

JMed48k: A Multi-Profession Japanese Medical Licensing Benchmark for Vision-Language Model Evaluation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:34:57.818144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 98e3ac53-c5b3-47c1-8311-703271f92796 · inbound

SliceWorld: A Predictive and Controllable World-State Model for CT Report Generation cites this paper.

SliceWorld: A Predictive and Controllable World-State Model for CT Report Generation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T14:04:44.782613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 882a3c42-35d2-4b15-9095-2749dbd035c8 · inbound

AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation cites this paper.

AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-01T11:55:43.140646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e2d0df3c-50b8-4f1d-b93c-f8b1b45c834c · inbound

Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context cites this paper.

Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-07-08T22:15:39.412447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 18a673c6-77c5-4fe5-808c-14e85b149237 · inbound

Medical-Checklist: Assessing the Comprehension of Medical Images by Multimodal Models cites this paper.

Medical-Checklist: Assessing the Comprehension of Medical Images by Multimodal Models Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T06:09:23.440754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a181fd-98e1-48d1-b12c-ccbc9a01ab79 · inbound

DS@GT ARC at MEDIQA-CORE-Task-1 2026: Trimodal Model Fusion with Task-Specific Gates for Brain Tumor Subtype Classification cites this paper.

DS@GT ARC at MEDIQA-CORE-Task-1 2026: Trimodal Model Fusion with Task-Specific Gates for Brain Tumor Subtype Classification Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T01:23:30.128136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers