Citrus-V: Advancing Medical Foundation Models with Unified Medical Image Grounding for Clinical Reasoning
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Guoxin, Zhao, Jun, Liu, Xinyi, Liu, Yanbo, Cao, Xuyang, Li, Chao, Liu, Zhuoyun, Sun, Qintian, Zhou, Fangru, Xing, Haoqiang, Yang, Zhenhong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
JoyTTS: LLM-based Spoken Chatbot With Voice Cloning
por: Zhou, Fangru, et al.
Publicado: (2025)
por: Zhou, Fangru, et al.
Publicado: (2025)
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
por: Wang, Guoxin, et al.
Publicado: (2025)
por: Wang, Guoxin, et al.
Publicado: (2025)
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
por: LASA Team, et al.
Publicado: (2025)
por: LASA Team, et al.
Publicado: (2025)
Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis
por: Gao, Jianzhe, et al.
Publicado: (2026)
por: Gao, Jianzhe, et al.
Publicado: (2026)
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning
por: Zhu, Jiayuan, et al.
Publicado: (2025)
por: Zhu, Jiayuan, et al.
Publicado: (2025)
Med-GLIP: Advancing Medical Language-Image Pre-training with Large-scale Grounded Dataset
por: Deng, Ziye, et al.
Publicado: (2025)
por: Deng, Ziye, et al.
Publicado: (2025)
ReMedi: Reasoner for Medical Clinical Prediction
por: Cao, Yushi, et al.
Publicado: (2026)
por: Cao, Yushi, et al.
Publicado: (2026)
Unified and Semantically Grounded Domain Adaptation for Medical Image Segmentation
por: Wang, Xin, et al.
Publicado: (2025)
por: Wang, Xin, et al.
Publicado: (2025)
JoyHallo: Digital human model for Mandarin
por: Shi, Sheng, et al.
Publicado: (2024)
por: Shi, Sheng, et al.
Publicado: (2024)
Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification
por: Liu, Han, et al.
Publicado: (2025)
por: Liu, Han, et al.
Publicado: (2025)
Med-R2: An Adversarial Benchmark for Evidence-Grounded Reasoning in Medical VLMs
por: Ma, Wen, et al.
Publicado: (2026)
por: Ma, Wen, et al.
Publicado: (2026)
MediSee: Reasoning-based Pixel-level Perception in Medical Images
por: Tong, Qinyue, et al.
Publicado: (2025)
por: Tong, Qinyue, et al.
Publicado: (2025)
MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization
por: Xu, Huihui, et al.
Publicado: (2025)
por: Xu, Huihui, et al.
Publicado: (2025)
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
por: Liu, Guimeng, et al.
Publicado: (2026)
por: Liu, Guimeng, et al.
Publicado: (2026)
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging
por: Yang, Yuzhe, et al.
Publicado: (2024)
por: Yang, Yuzhe, et al.
Publicado: (2024)
FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation
por: Liu, Yuxi, et al.
Publicado: (2024)
por: Liu, Yuxi, et al.
Publicado: (2024)
Vision Foundation Models in Medical Image Analysis: Advances and Challenges
por: Liang, Pengchen, et al.
Publicado: (2025)
por: Liang, Pengchen, et al.
Publicado: (2025)
MedSeg-R: Medical Image Segmentation with Clinical Reasoning
por: Shao, Hao, et al.
Publicado: (2025)
por: Shao, Hao, et al.
Publicado: (2025)
MeDUET: Disentangled Unified Pretraining for 3D Medical Image Synthesis and Analysis
por: Liu, Junkai, et al.
Publicado: (2026)
por: Liu, Junkai, et al.
Publicado: (2026)
3DReasonKnee: Advancing Grounded Reasoning in Medical Vision Language Models
por: Sambara, Sraavya, et al.
Publicado: (2025)
por: Sambara, Sraavya, et al.
Publicado: (2025)
InfiMed: Low-Resource Medical MLLMs with Advancing Understanding and Reasoning
por: Liu, Zeyu, et al.
Publicado: (2025)
por: Liu, Zeyu, et al.
Publicado: (2025)
MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs
por: Qu, Zhan, et al.
Publicado: (2025)
por: Qu, Zhan, et al.
Publicado: (2025)
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
por: Ren, Sucheng, et al.
Publicado: (2024)
por: Ren, Sucheng, et al.
Publicado: (2024)
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
por: Yue, Jingkun, et al.
Publicado: (2025)
por: Yue, Jingkun, et al.
Publicado: (2025)
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization
por: Nagar, Aishik, et al.
Publicado: (2024)
por: Nagar, Aishik, et al.
Publicado: (2024)
MediRound: Multi-Round Entity-Level Reasoning Segmentation in Medical Images
por: Tong, Qinyue, et al.
Publicado: (2025)
por: Tong, Qinyue, et al.
Publicado: (2025)
MedFrameQA: A Multi-Image Medical VQA Benchmark for Clinical Reasoning
por: Yu, Suhao, et al.
Publicado: (2025)
por: Yu, Suhao, et al.
Publicado: (2025)
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models
por: Zhao, Lin, et al.
Publicado: (2024)
por: Zhao, Lin, et al.
Publicado: (2024)
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis
por: Liu, Xinyi, et al.
Publicado: (2025)
por: Liu, Xinyi, et al.
Publicado: (2025)
Advancing Problem-Based Learning with Clinical Reasoning for Improved Differential Diagnosis in Medical Education
por: Xu, Yuansong, et al.
Publicado: (2025)
por: Xu, Yuansong, et al.
Publicado: (2025)
V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis
por: Wang, Yuan, et al.
Publicado: (2025)
por: Wang, Yuan, et al.
Publicado: (2025)
A Foundation Model for General Moving Object Segmentation in Medical Images
por: Yan, Zhongnuo, et al.
Publicado: (2023)
por: Yan, Zhongnuo, et al.
Publicado: (2023)
Similarity Memory Prior is All You Need for Medical Image Segmentation
por: Tang, Hao, et al.
Publicado: (2025)
por: Tang, Hao, et al.
Publicado: (2025)
PRS-Med: Position Reasoning Segmentation in Medical Imaging
por: Trinh, Quoc-Huy, et al.
Publicado: (2025)
por: Trinh, Quoc-Huy, et al.
Publicado: (2025)
Generalised Medical Phrase Grounding
por: Zhang, Wenjun, et al.
Publicado: (2025)
por: Zhang, Wenjun, et al.
Publicado: (2025)
Unified Medical Image Tokenizer for Autoregressive Synthesis and Understanding
por: Ma, Chenglong, et al.
Publicado: (2025)
por: Ma, Chenglong, et al.
Publicado: (2025)
Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding
por: He, Jinlong, et al.
Publicado: (2024)
por: He, Jinlong, et al.
Publicado: (2024)
VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
por: He, Yufan, et al.
Publicado: (2024)
por: He, Yufan, et al.
Publicado: (2024)
AutoMedic: An Automated Evaluation Framework for Clinical Conversational Agents with Medical Dataset Grounding
por: Oh, Gyutaek, et al.
Publicado: (2025)
por: Oh, Gyutaek, et al.
Publicado: (2025)
Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding
por: Zou, Ke, et al.
Publicado: (2024)
por: Zou, Ke, et al.
Publicado: (2024)
Ejemplares similares
-
JoyTTS: LLM-based Spoken Chatbot With Voice Cloning
por: Zhou, Fangru, et al.
Publicado: (2025) -
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
por: Wang, Guoxin, et al.
Publicado: (2025) -
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
por: LASA Team, et al.
Publicado: (2025) -
Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis
por: Gao, Jianzhe, et al.
Publicado: (2026) -
Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning
por: Zhu, Jiayuan, et al.
Publicado: (2025)