M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models | Paper Citation Record

Observation f184404e-2b64-4587-83fb-ee63fc83351c · inbound

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models cites this paper.

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

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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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 5

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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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 43

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From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities cites this paper.

From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2021

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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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2024

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ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects cites this paper.

ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 3

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

RadGPT: Constructing 3D Image-Text Tumor Datasets M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 4

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Observation 9c44e8e2-4920-4a7b-867d-393199847498 · inbound

Generalization of Medical Large Language Models through Cross-Domain Weak Supervision cites this paper.

Generalization of Medical Large Language Models through Cross-Domain Weak Supervision M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 29

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Observation b1d6dc9e-ab59-4121-b2a5-e9048a3241bf · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 117

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Observation 302528a7-045a-4bef-b088-bff4db262e57 · inbound

UniCAD: Efficient and Extendable Architecture for Multi-Task Computer-Aided Diagnosis System cites this paper.

UniCAD: Efficient and Extendable Architecture for Multi-Task Computer-Aided Diagnosis System M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

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Observation 7d745b69-d3cf-4a0f-9d48-b46624b1e27f · inbound

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering cites this paper.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 19

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Observation 80578d81-f810-4025-a65d-6a6b47436b5f · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 7

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Observation 5d681346-a2ad-4700-910d-eed18fd9a76b · inbound

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

Medical Large Vision Language Models with Multi-Image Visual Ability M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

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Observation 7a954a7c-d5a8-4442-ba12-c67648decd15 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 3

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Observation 8ce087ba-5932-4f0f-b9eb-e4043082d566 · inbound

CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making cites this paper.

CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 49

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Observation 0b4e8ea3-63f2-4cec-96ff-fcc70fa5150d · inbound

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models cites this paper.

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 185

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Observation 470dc869-5bc2-4946-ac5e-dde649d80ed8 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 37

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Observation 798aebe8-d62b-4fb3-a650-7e1e5543e530 · inbound

Recurrent Visual Feature Extraction and Stereo Attentions for CT Report Generation cites this paper.

Recurrent Visual Feature Extraction and Stereo Attentions for CT Report Generation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 15

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Observation 3ec38a6d-29f8-4b41-ae3e-40ac27ff54f7 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:55:45.574493Z

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Observation 0ae81d1b-914f-41bd-894c-5e888dec489c · inbound

CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation cites this paper.

CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

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Observation 85e4cc4c-d148-4b74-ae54-7312b2313783 · inbound

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

Prompt Mechanisms in Medical Imaging: A Comprehensive Survey M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 198

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Observation 26534c7d-5826-4238-84f1-39e4d1a7b55a · inbound

MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization cites this paper.

MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:04:54.657204Z

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Observation e3ea3aeb-2a9b-4ddc-9717-3d168e17b137 · inbound

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

Computed Tomography Visual Question Answering with Cross-modal Feature Graphing M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 3

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Observation 3827a0b4-4f05-43e1-a11f-de13308982b9 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 3

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Observation 4d1a4189-a266-44f6-bd16-250cd314af5f · inbound

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models cites this paper.

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 14

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Observation 429a6ed5-dac3-4571-ae83-b392dadae28f · inbound

Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications cites this paper.

Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:39:48.004934Z

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Observation ac148cf1-fe75-4dd7-9fa9-ff26107f2d1a · inbound

Cardiac-CLIP: A Vision-Language Foundation Model for 3D Cardiac CT Images cites this paper.

Cardiac-CLIP: A Vision-Language Foundation Model for 3D Cardiac CT Images M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 38

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Observation 5569499f-13f0-42fd-ab8f-8d331e38777e · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

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Observation 1c8df07b-4282-4af2-aa22-24f49dff84f6 · inbound

VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine cites this paper.

VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 15

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Observation c9f01c67-46b2-4be2-8c81-5e915db4d451 · inbound

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

Unified Supervision For Vision-Language Modeling in 3D Computed Tomography M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

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Observation 148242bc-beaf-4689-a852-a917e615e22d · inbound

Discrete Prompt Tuning via Recursive Utilization of Black-box Multimodal Large Language Model for Personalized Visual Emotion Recognition cites this paper.

Discrete Prompt Tuning via Recursive Utilization of Black-box Multimodal Large Language Model for Personalized Visual Emotion Recognition M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T13:29:52.943085Z

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Observation 6aba8ddf-b582-48be-b877-5da0a05f5a3d · inbound

SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training cites this paper.

SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T20:51:06.573174Z

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Observation e3004081-6425-4a0d-ae43-e085ed86ab35 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-04T19:48:40.847417Z

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Observation d6dd44cf-da80-4248-986b-23d2752283de · inbound

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance cites this paper.

MITS: A Large-Scale Multimodal Benchmark Dataset for Intelligent Traffic Surveillance M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 18

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Observation 005877fd-9168-4760-b693-704595f14130 · inbound

Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation cites this paper.

Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T13:51:50.397726Z

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Observation fe6b51a2-07cb-4b1c-b50b-ffbe728f3d2e · inbound

IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation cites this paper.

IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:33:10.136009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd8a8576-6537-45f3-ae60-098771088330 · inbound

Beyond Medical Diagnostics: How Medical Multimodal Large Language Models Think in Space cites this paper.

Beyond Medical Diagnostics: How Medical Multimodal Large Language Models Think in Space M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T18:16:31.288447Z

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Observation 3f6ea956-afc8-4a51-acc3-c0eb28d0c475 · inbound

Medical Image Spatial Grounding with Semantic Sampling cites this paper.

Medical Image Spatial Grounding with Semantic Sampling M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T21:05:40.877444Z

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Observation 48436c65-7b87-48aa-a06b-56a5ae0b7220 · inbound

Machine Learning for Network Attacks Classification and Statistical Evaluation of Adversarial Learning Methodologies for Synthetic Data Generation cites this paper.

Machine Learning for Network Attacks Classification and Statistical Evaluation of Adversarial Learning Methodologies for Synthetic Data Generation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T23:01:41.380237Z

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Observation 4a339af0-f232-449c-bfe7-6bf03b6ac85a · inbound

Visual Instruction-Finetuned Language Model for Versatile Brain MR Image Tasks cites this paper.

Visual Instruction-Finetuned Language Model for Versatile Brain MR Image Tasks M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:43:15.199309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 138461d1-9c0c-4b30-9c66-22adfc8bbb42 · inbound

Learning Robust Visual Features in Computed Tomography Enables Efficient Transfer Learning for Clinical Tasks cites this paper.

Learning Robust Visual Features in Computed Tomography Enables Efficient Transfer Learning for Clinical Tasks M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:03:00.237995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cb2eda88-b33c-444e-ba19-e771842c9bfd · inbound

Adapting 2D Multi-Modal Large Language Model for 3D CT Image Analysis cites this paper.

Adapting 2D Multi-Modal Large Language Model for 3D CT Image Analysis M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:20:58.323661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 86fcf4aa-8ba2-4b64-8b48-0db5b84b8ff9 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:41:02.482725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a46b70fe-bfd3-4dbb-ac7c-b72bff565382 · inbound

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography cites this paper.

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:55:03.876696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9d036104-0408-4a7d-9184-2671cf3fd640 · inbound

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography cites this paper.

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T19:46:06.596310Z

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Unavailable: canonical work link unavailable.

Observation 7506e170-b439-4c9d-90ed-1800a6e1e08a · inbound

Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis cites this paper.

Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:27:51.878808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 770f8a69-294e-4fd9-82e1-1ea0c6d32b50 · inbound

MedScribe: Clinically Grounded CT Reporting through Agentic Workflows cites this paper.

MedScribe: Clinically Grounded CT Reporting through Agentic Workflows M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T05:55:31.001916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 44219f25-ef43-45c8-b1d2-95882c382539 · inbound

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs cites this paper.

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:09.638022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d3d81bc0-3430-4360-8cc9-34c57dae9ada · inbound

Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models cites this paper.

Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T07:56:27.075904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d85bdc3c-c26b-417b-b411-e0023f455b7e · inbound

Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models cites this paper.

Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision-Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T13:25:45.163252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 529e51a5-2359-4a87-b6cd-7304dd5839c8 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:41:43.481584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 22380ac2-6bc9-48f5-af9f-b6797fc2e88d · inbound

RadThinking: A Dataset for Longitudinal Clinical Reasoning in Radiology cites this paper.

RadThinking: A Dataset for Longitudinal Clinical Reasoning in Radiology M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:56:21.475486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 05262b06-a4d4-4746-ad24-b0d3da38668b · inbound

M3Net: A Macro-to-Meso-to-Micro Clinical-inspired Hierarchical 3D Network for Pulmonary Nodule Classification cites this paper.

M3Net: A Macro-to-Meso-to-Micro Clinical-inspired Hierarchical 3D Network for Pulmonary Nodule Classification M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:59:27.387088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7fb91275-cba4-4666-9659-b98a272329ea · inbound

CA-GCL: Cross-Anatomy Global-Local Contrastive Learning for Robust 3D Medical Image Understanding cites this paper.

CA-GCL: Cross-Anatomy Global-Local Contrastive Learning for Robust 3D Medical Image Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T19:57:52.874218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ca6b1399-553e-431c-ba0c-540cf4e34249 · inbound

CA-GCL: Cross-Anatomy Global-Local Contrastive Learning for Robust 3D Medical Image Understanding cites this paper.

CA-GCL: Cross-Anatomy Global-Local Contrastive Learning for Robust 3D Medical Image Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T01:19:20.424112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9d3c9cbb-ecde-4fb4-a6df-a3eaeb18f26f · inbound

Segmentation, Detection and Explanation: A Unified Framework for CT Appearance Reasoning cites this paper.

Segmentation, Detection and Explanation: A Unified Framework for CT Appearance Reasoning M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:23:37.668034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1ae3aedd-9ba1-4ffd-ab96-2a7b455fcc9c · inbound

Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis cites this paper.

Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T08:09:51.827961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2c03b03f-12fe-4206-b2d3-81676cdeb256 · inbound

NeuroQA: A Large-Scale Image-Grounded Benchmark for 3D Brain MRI Understanding cites this paper.

NeuroQA: A Large-Scale Image-Grounded Benchmark for 3D Brain MRI Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:59:45.761587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 506a630d-b3a8-4a77-9c5b-3bbbfaea9a63 · inbound

An Open Multi-Center Whole-Body FDG PET/CT Foundation Model for Tumor Segmentation cites this paper.

An Open Multi-Center Whole-Body FDG PET/CT Foundation Model for Tumor Segmentation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:21:12.683535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ec6342dc-bd07-4b37-824a-f33f47af1b31 · 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 M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-30T14:04:44.781779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b7c10c63-759f-4782-83d1-4cf296c7de96 · inbound

MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation cites this paper.

MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:33:50.891797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 39b0853b-74e0-4be6-bbfc-bf2773dab466 · inbound

Astra: a generalizable report generation foundation model for 3D computed tomography cites this paper.

Astra: a generalizable report generation foundation model for 3D computed tomography M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T00:02:50.405512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 71075a4f-7495-4349-a7e9-a8c86250dc02 · inbound

CardioLens: Revealing the Clinical Reality Gap of MLLMs via Multi-Sequence Cardiac MRI Evaluations cites this paper.

CardioLens: Revealing the Clinical Reality Gap of MLLMs via Multi-Sequence Cardiac MRI Evaluations M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:33:15.355195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a0f3b2d1-8329-4eb8-8fb6-8a321e9d304f · inbound

ASAP: Advancing Medical Volumetric Representation Learning with Anatomy-aware Semantically-adaptive Pre-training cites this paper.

ASAP: Advancing Medical Volumetric Representation Learning with Anatomy-aware Semantically-adaptive Pre-training M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:22:34.679589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation af9e1472-583d-4ac1-a46a-fffed3d884a6 · inbound

Multi-Granularity 3D Kidney Lesion Characterization from CT Volumes cites this paper.

Multi-Granularity 3D Kidney Lesion Characterization from CT Volumes M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.625727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation defe729f-ada0-415d-8659-a556e91a25c9 · inbound

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 165

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:47:59.536498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 36072f2b-9064-4ff3-85b0-5f89be424a96 · inbound

Venice-H1: Failure-Aware Query Re-Ranking with Multi-Scale Grid Signatures for Referring Image Segmentation cites this paper.

Venice-H1: Failure-Aware Query Re-Ranking with Multi-Scale Grid Signatures for Referring Image Segmentation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-26T11:29:24.583964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f994ea63-e58b-437c-b779-31ae20145b28 · inbound

E-MRL: Cross-view Aligned Evidence-driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis cites this paper.

E-MRL: Cross-view Aligned Evidence-driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T12:49:52.204124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3789f371-cba5-43a9-85ca-9b5e5f876c78 · inbound

MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI cites this paper.

MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T20:00:08.150092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 06ff476a-e955-41d5-84e8-9510e2c81c41 · inbound

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment cites this paper.

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:54:19.947742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f22dbbf4-8137-445d-8294-8f6817a00ba9 · inbound

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment cites this paper.

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-03T22:39:00.916214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fa7b3241-1b38-45b5-9007-bddae5600c32 · inbound

Towards Enhancing 3D Spatial Reasoning in Medical Multimodal Large Language Models cites this paper.

Towards Enhancing 3D Spatial Reasoning in Medical Multimodal Large Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T03:31:45.407270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e39b3dd-2d4e-4ff0-bd57-106651514303 · inbound

Multi-LLM Collaborative MRI Report Generation for Visual Instruction Tuning in Brain Oncology cites this paper.

Multi-LLM Collaborative MRI Report Generation for Visual Instruction Tuning in Brain Oncology M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T01:44:20.068459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6e25e0-7723-432d-8ada-360944d57f86 · inbound

Cheap Probes Predict Expensive Training in 3D-CT Vision--Language Models cites this paper.

Cheap Probes Predict Expensive Training in 3D-CT Vision--Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:15:35.089393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b759028-84a6-47a2-ba64-7c60aba90e4a · inbound

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding cites this paper.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-07-31T06:20:29.953458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0c13d68-673d-4e3d-8620-2bbc419e8d3d · inbound

Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography cites this paper.

Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-01T00:38:25.843369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfb6c282-c217-4b04-887e-8be7488d40c8 · inbound

MedARC: Training-Free Adaptive Redundancy Compression of Visual Tokens for 3D Medical Vision-Language Models cites this paper.

MedARC: Training-Free Adaptive Redundancy Compression of Visual Tokens for 3D Medical Vision-Language Models M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T13:31:49.000325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da340ddf-4a0f-4494-8801-ff5e61ec899e · inbound

Objective-Aligned Direct Answer SFT for Robust Multi-Frame Medical VQA cites this paper.

Objective-Aligned Direct Answer SFT for Robust Multi-Frame Medical VQA M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T05:36:44.874743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddb36263-bcb2-4c54-af9f-00d976494409 · inbound

Learning How Much, Not Just What: Cross-Patient Burden Order for CT Vision-Language Pretraining cites this paper.

Learning How Much, Not Just What: Cross-Patient Burden Order for CT Vision-Language Pretraining M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T01:00:54.281987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdc3c00f-85c1-44b6-866d-4c7cdd0290d8 · inbound

ORCA: ORgan-Centroid Aggregation for Training-Free 3D CT Visual Token Compression cites this paper.

ORCA: ORgan-Centroid Aggregation for Training-Free 3D CT Visual Token Compression M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T00:46:03.549411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce51c620-3de8-41b5-bf9e-30bebf1ba67a · inbound

CARVE: Cross-Slice Anisotropic Reallocation of Visual Evidence for Efficient 3D Medical Volume Understanding cites this paper.

CARVE: Cross-Slice Anisotropic Reallocation of Visual Evidence for Efficient 3D Medical Volume Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:24.448336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc433c6-e8e9-4b99-a967-8151a028bf13 · inbound

Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation cites this paper.

Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:32:15.838226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74802f81-024e-4f16-a846-98c0c0750a94 · inbound

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation cites this paper.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:35.740016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers