Saved in:
| Main Authors: | Moll, Johannes, Graf, Markus, Lemke, Tristan, Lenhart, Nicolas, Truhn, Daniel, Delbrouck, Jean-Benoit, Pan, Jiazhen, Rueckert, Daniel, Adams, Lisa C., Bressem, Keno K. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2510.11196 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents
by: Moll, Johannes, et al.
Published: (2026)
by: Moll, Johannes, et al.
Published: (2026)
From Text to Image: Exploring GPT-4Vision's Potential in Advanced Radiological Analysis across Subspecialties
by: Busch, Felix, et al.
Published: (2023)
by: Busch, Felix, et al.
Published: (2023)
What Does DALL-E 2 Know About Radiology?
by: Adams, Lisa C., et al.
Published: (2022)
by: Adams, Lisa C., et al.
Published: (2022)
MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data
by: Han, Tianyu, et al.
Published: (2023)
by: Han, Tianyu, et al.
Published: (2023)
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data
by: Dorfner, Felix J., et al.
Published: (2024)
by: Dorfner, Felix J., et al.
Published: (2024)
Hallucination Filtering in Radiology Vision-Language Models Using Discrete Semantic Entropy
by: Wienholt, Patrick, et al.
Published: (2025)
by: Wienholt, Patrick, et al.
Published: (2025)
LongHealth: A Question Answering Benchmark with Long Clinical Documents
by: Adams, Lisa, et al.
Published: (2024)
by: Adams, Lisa, et al.
Published: (2024)
RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering
by: Arasteh, Soroosh Tayebi, et al.
Published: (2024)
by: Arasteh, Soroosh Tayebi, et al.
Published: (2024)
Sex-based Bias Inherent in the Dice Similarity Coefficient: A Model Independent Analysis for Multiple Anatomical Structures
by: Häntze, Hartmut, et al.
Published: (2025)
by: Häntze, Hartmut, et al.
Published: (2025)
Tables Guide Vision: Learning to See the Heart through Tabular Data
by: Hasny, Marta, et al.
Published: (2025)
by: Hasny, Marta, et al.
Published: (2025)
Multi-step retrieval and reasoning improves radiology question answering with large language models
by: Wind, Sebastian, et al.
Published: (2025)
by: Wind, Sebastian, et al.
Published: (2025)
How Far Have Medical Vision-Language Models Come? A Comprehensive Benchmarking Study
by: Liu, Che, et al.
Published: (2025)
by: Liu, Che, et al.
Published: (2025)
Agentic clinical reasoning over longitudinal myeloma records: a retrospective evaluation against expert consensus
by: Moll, Johannes, et al.
Published: (2026)
by: Moll, Johannes, et al.
Published: (2026)
No Data? No Problem: Robust Vision-Tabular Learning with Missing Values
by: Hasny, Marta, et al.
Published: (2025)
by: Hasny, Marta, et al.
Published: (2025)
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
by: Pan, Jiazhen, et al.
Published: (2025)
by: Pan, Jiazhen, et al.
Published: (2025)
Atomic Fact-Checking Increases Clinician Trust in Large Language Model Recommendations for Oncology Decision Support: A Randomized Controlled Trial
by: Adams, Lisa C., et al.
Published: (2026)
by: Adams, Lisa C., et al.
Published: (2026)
Topologically Faithful Multi-class Segmentation in Medical Images
by: Berger, Alexander H., et al.
Published: (2024)
by: Berger, Alexander H., et al.
Published: (2024)
Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL
by: Liu, Che, et al.
Published: (2025)
by: Liu, Che, et al.
Published: (2025)
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
by: Moll, Johannes, et al.
Published: (2025)
by: Moll, Johannes, et al.
Published: (2025)
Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans
by: Häntze, Hartmut, et al.
Published: (2024)
by: Häntze, Hartmut, et al.
Published: (2024)
TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models
by: Varma, Maya, et al.
Published: (2025)
by: Varma, Maya, et al.
Published: (2025)
Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI
by: Bubeck, Niklas, et al.
Published: (2025)
by: Bubeck, Niklas, et al.
Published: (2025)
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs
by: Vladika, Juraj, et al.
Published: (2025)
by: Vladika, Juraj, et al.
Published: (2025)
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
by: Varma, Maya, et al.
Published: (2024)
by: Varma, Maya, et al.
Published: (2024)
Motion-compensated MR CINE reconstruction with reconstruction-driven motion estimation
by: Pan, Jiazhen, et al.
Published: (2023)
by: Pan, Jiazhen, et al.
Published: (2023)
Classification, Regression and Segmentation directly from k-Space in Cardiac MRI
by: Li, Ruochen, et al.
Published: (2024)
by: Li, Ruochen, et al.
Published: (2024)
No Image, No Problem: End-to-End Multi-Task Cardiac Analysis from Undersampled k-Space
by: Zhang, Yundi, et al.
Published: (2026)
by: Zhang, Yundi, et al.
Published: (2026)
Benchmarking Foundation Models for Renal Lesion Stratification in CT
by: Häntze, Hartmut, et al.
Published: (2026)
by: Häntze, Hartmut, et al.
Published: (2026)
Generalist embedding models are better at short-context clinical semantic search than specialized embedding models
by: Excoffier, Jean-Baptiste, et al.
Published: (2024)
by: Excoffier, Jean-Baptiste, et al.
Published: (2024)
Diagnostic Accuracy of Open-Source Vision-Language Models on Diverse Medical Imaging Tasks
by: Müller-Franzes, Gustav, et al.
Published: (2025)
by: Müller-Franzes, Gustav, et al.
Published: (2025)
Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI through Multi-Modal Representations
by: Zeybek, Busra Nur, et al.
Published: (2026)
by: Zeybek, Busra Nur, et al.
Published: (2026)
Vision Foundation Models for Computed Tomography
by: Pai, Suraj, et al.
Published: (2025)
by: Pai, Suraj, et al.
Published: (2025)
DDX-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs
by: Pan, Jiazhen, et al.
Published: (2026)
by: Pan, Jiazhen, et al.
Published: (2026)
Disentangling Progress in Medical Image Registration: Beyond Trend-Driven Architectures towards Domain-Specific Strategies
by: Jian, Bailiang, et al.
Published: (2025)
by: Jian, Bailiang, et al.
Published: (2025)
Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis
by: Erdur, Ayhan Can, et al.
Published: (2026)
by: Erdur, Ayhan Can, et al.
Published: (2026)
MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain
by: Bressem, Keno K., et al.
Published: (2023)
by: Bressem, Keno K., et al.
Published: (2023)
Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art
by: Rueckert, Tobias, et al.
Published: (2023)
by: Rueckert, Tobias, et al.
Published: (2023)
Simultaneous Embedding of Two Paths on the Grid
by: Kobourov, Stephen, et al.
Published: (2026)
by: Kobourov, Stephen, et al.
Published: (2026)
Faithful-MR1: Faithful Multimodal Reasoning via Anchoring and Reinforcing Visual Attention
by: Tian, Changyuan, et al.
Published: (2026)
by: Tian, Changyuan, et al.
Published: (2026)
Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration
by: Jian, Bailiang, et al.
Published: (2024)
by: Jian, Bailiang, et al.
Published: (2024)
Similar Items
-
GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents
by: Moll, Johannes, et al.
Published: (2026) -
From Text to Image: Exploring GPT-4Vision's Potential in Advanced Radiological Analysis across Subspecialties
by: Busch, Felix, et al.
Published: (2023) -
What Does DALL-E 2 Know About Radiology?
by: Adams, Lisa C., et al.
Published: (2022) -
MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data
by: Han, Tianyu, et al.
Published: (2023) -
Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data
by: Dorfner, Felix J., et al.
Published: (2024)