conftrace_

medical diagnosis

106 papers

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Co-occurring keywords

large language model (13587) multimodal learning (4645) medical imaging (971) speech analysis (363) multi-agent system (1819) feature extraction (1580) knowledge graph (1837) transfer learning (5449) dialogue system (1667) clinical reasoning (28)

Papers

PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis AAAI 2026
Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study EACL 2026
Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes AAAI 2026
Calibrating Reliance: Addressing Misuse and Disuse in AI-Based Second-Opinion Systems for Medical Diagnosis AAAI 2026
4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026
SSplain: Sparse and Smooth Explainer for Retinopathy of Prematurity Classification WACV 2026
Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation EACL 2026
Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis? EACL 2026
DISC: Dynamic Feature Selection for Cost-Sensitive Medical Diagnosis AAAI 2026
LungNoduleAgent: A Collaborative Multi-Agent System for Precision Diagnosis of Lung Nodules AAAI 2026
Federated Model Synchronization for Diagnostic Redefinition through a Novel Selective Parameter Unlearning WACV 2026
LLM4Sweat: A Trustworthy Large Language Model for Hyperhidrosis Support AAAI 2026
Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care WACV 2026
Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning WACV 2026
Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines EACL 2026
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025
Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025
EMGLLM: Data-to-Text Alignment for Electromyogram Diagnosis Generation with Medical Numerical Data Encoding ACL 2025
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator COLING 2025
CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices CVPR 2025
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025
Omni-Dimensional State Space Model-driven SAM for Pixel-level Anomaly Detection IJCAI 2025
MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression ACL 2025
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025