MedScope: Incentivizing "Think with Videos" for Clinical Reasoning via Coarse-to-Fine Tool Calling
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Li, Wenjie, Zhang, Yujie, Sun, Haoran, He, Xingqi, Gao, Hongcheng, Ma, Chenglong, Hu, Ming, Wang, Guankun, Yao, Shiyi, Yang, Renhao, Ren, Hongliang, Wang, Lei, He, Junjun, Jiang, Yankai |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Incentivizing Tool-augmented Thinking with Images for Medical Image Analysis
par: Jiang, Yankai, et autres
Publié: (2025)
par: Jiang, Yankai, et autres
Publié: (2025)
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
par: Yang, Zuhao, et autres
Publié: (2025)
par: Yang, Zuhao, et autres
Publié: (2025)
Med3D-R1: Incentivizing Clinical Reasoning in 3D Medical Vision-Language Models for Abnormality Diagnosis
par: Lai, Haoran, et autres
Publié: (2026)
par: Lai, Haoran, et autres
Publié: (2026)
How can reasoning capability empower the AI copilot robot in endoscopic surgery
par: Wang, Guankun, et autres
Publié: (2026)
par: Wang, Guankun, et autres
Publié: (2026)
RSAgent: Learning to Reason and Act for Text-Guided Segmentation via Multi-Turn Tool Invocations
par: He, Xingqi, et autres
Publié: (2025)
par: He, Xingqi, et autres
Publié: (2025)
MambaScope: Coarse-to-Fine Scoping for Efficient Vision Mamba
par: Liu, Shanhui, et autres
Publié: (2025)
par: Liu, Shanhui, et autres
Publié: (2025)
Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
par: Sun, Haoran, et autres
Publié: (2025)
par: Sun, Haoran, et autres
Publié: (2025)
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning
par: Lu, Jiaxuan, et autres
Publié: (2026)
par: Lu, Jiaxuan, et autres
Publié: (2026)
HiMed: Incentivizing Hindi Reasoning in Medical LLMs
par: Jiang, Dingfeng, et autres
Publié: (2026)
par: Jiang, Dingfeng, et autres
Publié: (2026)
Achieving Tool Calling Functionality in LLMs Using Only Prompt Engineering Without Fine-Tuning
par: He, Shengtao
Publié: (2024)
par: He, Shengtao
Publié: (2024)
MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility
par: He, Yexiao, et autres
Publié: (2025)
par: He, Yexiao, et autres
Publié: (2025)
MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment
par: Liu, Jiyao, et autres
Publié: (2026)
par: Liu, Jiyao, et autres
Publié: (2026)
MedQ-UNI: Toward Unified Medical Image Quality Assessment and Restoration via Vision-Language Modeling
par: Liu, Jiyao, et autres
Publié: (2026)
par: Liu, Jiyao, et autres
Publié: (2026)
On Generalization in Agentic Tool Calling: CoreThink Agentic Reasoner and MAVEN Dataset
par: Bhat, Vishvesh, et autres
Publié: (2025)
par: Bhat, Vishvesh, et autres
Publié: (2025)
Interleaved Tool-Call Reasoning for Protein Function Understanding
par: Fan, Chuanliu, et autres
Publié: (2026)
par: Fan, Chuanliu, et autres
Publié: (2026)
EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis
par: Tan, Qiaozhi, et autres
Publié: (2024)
par: Tan, Qiaozhi, et autres
Publié: (2024)
Surgical-VQLA++: Adversarial Contrastive Learning for Calibrated Robust Visual Question-Localized Answering in Robotic Surgery
par: Bai, Long, et autres
Publié: (2024)
par: Bai, Long, et autres
Publié: (2024)
Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
par: Wang, Chengbing, et autres
Publié: (2025)
par: Wang, Chengbing, et autres
Publié: (2025)
Reasoning Models Can Be Effective Without Thinking
par: Ma, Wenjie, et autres
Publié: (2025)
par: Ma, Wenjie, et autres
Publié: (2025)
MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-object Demand-driven Navigation
par: Wang, Hongcheng, et autres
Publié: (2024)
par: Wang, Hongcheng, et autres
Publié: (2024)
SaFeR-ToolKit: Structured Reasoning via Virtual Tool Calling for Multimodal Safety
par: Xu, Zixuan, et autres
Publié: (2026)
par: Xu, Zixuan, et autres
Publié: (2026)
Can DeepSeek Reason Like a Surgeon? An Empirical Evaluation for Vision-Language Understanding in Robotic-Assisted Surgery
par: Ma, Boyi, et autres
Publié: (2025)
par: Ma, Boyi, et autres
Publié: (2025)
Thinking with Deltas: Incentivizing Reinforcement Learning via Differential Visual Reasoning Policy
par: Gao, Shujian, et autres
Publié: (2026)
par: Gao, Shujian, et autres
Publié: (2026)
An Empirical Study of Reasoning Steps in Thinking Code LLMs
par: Xue, Haoran, et autres
Publié: (2025)
par: Xue, Haoran, et autres
Publié: (2025)
FineMedLM-o1: Enhancing Medical Knowledge Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training
par: Yu, Hongzhou, et autres
Publié: (2025)
par: Yu, Hongzhou, et autres
Publié: (2025)
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
par: Yang, Wenkai, et autres
Publié: (2025)
par: Yang, Wenkai, et autres
Publié: (2025)
Adapting SAM for Surgical Instrument Tracking and Segmentation in Endoscopic Submucosal Dissection Videos
par: Yu, Jieming, et autres
Publié: (2024)
par: Yu, Jieming, et autres
Publié: (2024)
Thinking Fast, Thinking Wrong: Intuitiveness Modulates LLM Counterfactual Reasoning in Policy Evaluation
par: He, Yanjie
Publié: (2026)
par: He, Yanjie
Publié: (2026)
EndoARSS: Adapting Spatially-Aware Foundation Model for Efficient Activity Recognition and Semantic Segmentation in Endoscopic Surgery
par: Wang, Guankun, et autres
Publié: (2025)
par: Wang, Guankun, et autres
Publié: (2025)
EndoARSS: Adapting Spatially Aware Foundation Model for Efficient Activity Recognition and Semantic Segmentation in Endoscopic Surgery
par: Guankun Wang, et autres
Publié: (2025)
par: Guankun Wang, et autres
Publié: (2025)
Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning
par: Zhou, Zhaomeng, et autres
Publié: (2026)
par: Zhou, Zhaomeng, et autres
Publié: (2026)
Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning
par: Zhang, Xiaotian, et autres
Publié: (2025)
par: Zhang, Xiaotian, et autres
Publié: (2025)
Is It Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort
par: Wang, Xinpeng, et autres
Publié: (2025)
par: Wang, Xinpeng, et autres
Publié: (2025)
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning
par: Zou, Jiaru, et autres
Publié: (2025)
par: Zou, Jiaru, et autres
Publié: (2025)
CFMS: A Coarse-to-Fine Multimodal Synthesis Framework for Enhanced Tabular Reasoning
par: Huang, Qixian, et autres
Publié: (2026)
par: Huang, Qixian, et autres
Publié: (2026)
The Impact of Tax Incentives on GVC Volatility: Evidence From Chinese Listed Companies
par: Shiyi Wu, et autres
Publié: (2026)
par: Shiyi Wu, et autres
Publié: (2026)
Think-Augmented Function Calling: Improving LLM Parameter Accuracy Through Embedded Reasoning
par: Wei, Lei, et autres
Publié: (2026)
par: Wei, Lei, et autres
Publié: (2026)
Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning
par: Cheng, Xiaoxue, et autres
Publié: (2025)
par: Cheng, Xiaoxue, et autres
Publié: (2025)
DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models
par: Yin, Cheng, et autres
Publié: (2025)
par: Yin, Cheng, et autres
Publié: (2025)
Learning Fine-to-Coarse Cuboid Shape Abstraction
par: Kobsik, Gregor, et autres
Publié: (2025)
par: Kobsik, Gregor, et autres
Publié: (2025)
Documents similaires
-
Incentivizing Tool-augmented Thinking with Images for Medical Image Analysis
par: Jiang, Yankai, et autres
Publié: (2025) -
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
par: Yang, Zuhao, et autres
Publié: (2025) -
Med3D-R1: Incentivizing Clinical Reasoning in 3D Medical Vision-Language Models for Abnormality Diagnosis
par: Lai, Haoran, et autres
Publié: (2026) -
How can reasoning capability empower the AI copilot robot in endoscopic surgery
par: Wang, Guankun, et autres
Publié: (2026) -
RSAgent: Learning to Reason and Act for Text-Guided Segmentation via Multi-Turn Tool Invocations
par: He, Xingqi, et autres
Publié: (2025)