Lingxuan Hou
National University of Singapore(SG)Sichuan University(CN)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Advanced Neural Network Applications, Obstructive Sleep Apnea Research, Digital Imaging for Blood Diseases
Most-Cited Works
- → OA-MEN: a fusion deep learning approach for enhanced accuracy in knee osteoarthritis detection and classification using X-Ray imaging(2025)11 cited
- → Time-hybrid OSAformer (THO): A hybrid temporal sequence transformer for accurate detection of obstructive sleep apnea via single-lead ECG signals(2024)8 cited
- → UnPuzzle: A Unified Framework for Pathology Image Analysis(2025)
- → Cross-Modal Generalizable Visual-Language Models from Inter-Modal Bidirectional Supervision for Accurate Pathology Image Recognition(2025)
- → Novel Histopathology-DNA Methylation Combined Approach for Predicting Lymph Node Metastasis in Papillary Thyroid Carcinoma: A Prospective Study with Superior Performance(2025)
- → A generative vision-language model for holistic pathological assessment using preoperative imaging in hepatocellular carcinoma(2025)
- → TVPNet: Text-Vision Prompt Guided Segmentation for Small 3D Medical Object(2025)
- → Cross-modal generalizable visual-language models via inter-modal bidirectional supervision for enhanced pathology image recognition(2025)