Cover Image

Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Guoxin, Gao, Minyu, Yang, Shuai, Zhang, Ya, He, Lizhi, Huang, Liang, Xiao, Hanlin, Zhang, Yexuan, Li, Wanyue, Chen, Lu, Fei, Jintao, Li, Xin
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Citrus-V: Advancing Medical Foundation Models with Unified Medical Image Grounding for Clinical Reasoning
by: Wang, Guoxin, et al.
Published: (2025)

JoyVASA: Portrait and Animal Image Animation with Diffusion-Based Audio-Driven Facial Dynamics and Head Motion Generation
by: Cao, Xuyang, et al.
Published: (2024)

Leveraging Expert Consistency to Improve Algorithmic Decision Support
by: De-Arteaga, Maria, et al.
Published: (2021)

Assessing the role of Large Language Models in Mild Cognitive Impairment Management: A Bilingual Analysis Comparing ChatGPT, Gemini, and Kimi
by: Yexuan Xiao, et al.
Published: (2025)

Heat‐Responsive Phase‐Change Cream Broadly Enhances Transdermal Delivery Through a Mild Photothermal Strategy
by: Rui Geng, et al.
Published: (2025)

Dissecting Role Cognition in Medical LLMs via Neuronal Ablation
by: Liang, Xun, et al.
Published: (2025)

Supplementary Material for Pharmacodynamic Modeling of Cinacalcet in Secondary Hyperparathyroidism Efficacy and Influencing Factors Analysis
by: Yexuan, Wangyexuan
Published: (2025)

Baichuan-M3: Modeling Clinical Inquiry for Reliable Medical Decision-Making
by: M3 Team, et al.
Published: (2026)

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
by: Liang, Xiao, et al.
Published: (2025)

Advancing Remote Medical Palpation through Cognition and Emotion
by: Itkonen, Matti, et al.
Published: (2024)

Validation of Clinical Decision Support Recommendations of a Digital Cognitive Assessment by Expert Cognitive Neurologists
by: Ali Jannati, et al.
Published: (2024)

Advanced Virtual Medical Assistant Features:
by: Li, Irene
Published: (2025)

Breaking the Symmetry of Nitrogen‐Coordinated Single‐Atom Catalysts for Advanced Peroxymonosulfate Oxidation
by: Xue Li, et al.
Published: (2024)

SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert Consensus
by: Gao, Yifan, et al.
Published: (2025)

Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios
by: Xu, Shaochen, et al.
Published: (2024)

MHAD: Multimodal Home Activity Dataset with Multi-Angle Videos and Synchronized Physiological Signals
by: Yu, Lei, et al.
Published: (2024)

Artificial Intelligence for Detecting Fetal Orofacial Clefts and Advancing Medical Education
by: Zhang, Yuanji, et al.
Published: (2026)

Adaptive Frequency Domain Alignment Network for Medical image segmentation
by: Li, Zhanwei, et al.
Published: (2025)

Reprogramming Distillation for Medical Foundation Models
by: Zhou, Yuhang, et al.
Published: (2024)

Humans and Large Language Models in Clinical Decision Support: A Study with Medical Calculators
by: Wan, Nicholas, et al.
Published: (2024)

From Beginner to Expert: Modeling Medical Knowledge into General LLMs
by: Li, Qiang, et al.
Published: (2023)

Cognitive Hierarchy in Day-to-day Network Flow Dynamics
by: Shen, Minyu, et al.
Published: (2024)

On-chip optical wavefront shaping by transverse spin induced Pancharatanam-Berry phase
by: Xiao, Wanyue, et al.
Published: (2024)

Large-Vocabulary Segmentation for Medical Images with Text Prompts
by: Zhao, Ziheng, et al.
Published: (2023)

Text2MDT: Extracting Medical Decision Trees from Medical Texts
by: Zhu, Wei, et al.
Published: (2024)

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model
by: Zhang, Han, et al.
Published: (2025)

Leveraging Hierarchical Organization for Medical Multi-document Summarization
by: Hsu, Yi-Li, et al.
Published: (2025)

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification
by: Wu, Xiao, et al.
Published: (2025)

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
by: Zuo, Yuxin, et al.
Published: (2025)

VITAL: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical MLLMs
by: Li, Qiaoru, et al.
Published: (2026)

Evolutionary Cooperation with Game Transitions via Markov Decision Chain in Networked Population
by: Luo, Chaoyang, et al.
Published: (2025)

Low-Rank Knowledge Decomposition for Medical Foundation Models
by: Zhou, Yuhang, et al.
Published: (2024)

LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them
by: Xie, Wenya, et al.
Published: (2024)

Vision Foundation Models in Medical Image Analysis: Advances and Challenges
by: Liang, Pengchen, et al.
Published: (2025)

Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification
by: Hong, Yuxin, et al.
Published: (2024)

Sparse Spectral LoRA: Routed Experts for Medical VLMs
by: Manzari, Omid Nejati, et al.
Published: (2026)

Making Medical Decisions for Children with Profound Cognitive Disabilities: Pluralism and the Best Interest Standard
by: Pierce Randall
Published: (2026)

A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
by: Wu, Xiao, et al.
Published: (2025)

Personalized Medication for Chronic Diseases Using Multimodal Data‐Driven Chain‐of‐Decisions
by: Xiaoli Chu, et al.
Published: (2025)

Expert-Adaptive Medical Image Segmentation
by: Hu, Binyan, et al.
Published: (2024)