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Papers
Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation
AAAI 2026
DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models
WACV 2026
LASOR: Towards Clinically Transparent and Explainable Ophthalmic Report Generation via Lesion-Aware Segmentation
WACV 2026
No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation
MIDL 2026
Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation
CVPR 2026
Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework
ACL 2026
BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities
EMNLP 2025
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset
CVPR 2025
DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching
AAAI 2025
DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction
IJCAI 2025
DiffRGenNet: Difference-aware Medical Report Generation
MIDL 2025
From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract)
AAAI 2025
Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning
MIDL 2025
MEPNet: Medical Entity-Balanced Prompting Network for Brain CT Report Generation
AAAI 2025
Radiology Report Generation via Multi-objective Preference Optimization
AAAI 2025
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference
AAAI 2024
Complex Organ Mask Guided Radiology Report Generation
WACV 2024
Dynamic Knowledge Prompt for Chest X-ray Report Generation
COLING 2024
Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation
ACL 2024
Image-aware Evaluation of Generated Medical Reports
NeurIPS 2024
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency
NAACL 2024
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation
AAAI 2024
A Self-training Framework for Automated Medical Report Generation
EMNLP 2023
A Survey of Evaluation Methods of Generated Medical Textual Reports
ACL 2023
Controllable Chest X-Ray Report Generation from Longitudinal Representations
EMNLP 2023