Yen‐Wei Chen

Ritsumeikan University — Japan

Computer Science · Physical Sciences

42h-index12.5kcitations1.1kworks2.72yr avg
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Research Topics

Medical Image Segmentation Techniques(190), AI in cancer detection(129), Radiomics and Machine Learning in Medical Imaging(116), Image Retrieval and Classification Techniques(106), Advanced Image and Video Retrieval Techniques(99)

Publications1.1k total

MHG-Adapter: A parameter-efficient multimodal hypergraph adapter for text-driven medical image segmentation
Displays·2025
Integrating text and medical images for segmentation using interpretable graph neural network
Biomedical Signal Processing and Control·2025
Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment
2025Open Access
DepressionLLM: Emotion- and causality-aware depression detection with foundation models
Displays·2025
Semantic-assisted report generation with memory enhanced transformer using context-aware visual extractor
Applied Intelligence·2025
Liver-VLM: Enhancing Focal Liver Lesion Classification with Self-Supervised Vision-Language Pretraining
Applied Sciences·2025Open Access
Long-Term Alzheimers Disease Prediction: A Novel Image Generation Method Using Temporal Parameter Estimation with Normal Inverse Gamma Distribution on Uneven Time Series
arXiv (Cornell University)·2025Open Access
Alzheimers Disease Progression Prediction Based on Manifold Mapping of Irregularly Sampled Longitudinal Data
ArXiv.org·2025Open Access
Autotrinet YOLO triple attention framework for robust traffic sign detection
Scientific Reports·2025Open Access
EIR-SDG: Explore Invariant Representation for Single-source Domain Generalization in Medical Image Segmentation
2025
Triple-Prompt Controllable Diffusion for Universal Data Augmentation in Medical Image Segmentation
Frontiers in artificial intelligence and applications·2025Open Access
A Text-Image Fusion Method with Data Augmentation Capabilities for Referring Medical Image Segmentation
arXiv (Cornell University)·2025Open Access
Accurate Tracking of Arabidopsis Root Cortex Cell Nuclei in 3D Time-Lapse Microscopy Images Based on Genetic Algorithm
IEEE Transactions on Computational Biology and Bioinformatics·2025Open Access
Deep Learning Models for Medical Image Translation
Intelligent systems reference library·2025
Deep Learning Networks for 3D Medical Image Analysis
Intelligent systems reference library·2025
Recent Advances in Deep Learning for Medical Image Analysis
Intelligent systems reference library·2025· 1 citedOpen Access
Deep CNNs for Image Classification, Object Detection, and Segmentation
Intelligent systems reference library·2025
Attention and Transformer Networks
Intelligent systems reference library·2025
Semi-Supervised Learning for Medical Image Analysis
Intelligent systems reference library·2025
Multimodal Deep Learning for Medical Image Analysis
Intelligent systems reference library·2025
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Frequent Co-authors

Lanfen Lin(17), Xian‐Hua Han(14), Yutaro Iwamoto(11), Hongjie Hu(8), Ruofeng Tong(6), Qiaowei Zhang(6), Yoshinobu Sato(4), Hao Sun(4), Amir Hossein Foruzan(4), Yingying Xu(4), Toshiyuki Okada(3), Masatoshi Hori(3), Qingqing Chen(3), Jing Liu(3), Huimin Huang(2), Shiao Xie(2), Xia Yang(2), Jian Cheng(2), Ryuji Shimada(2), Masahiko Nakamoto(2)