26-30 July 2026

EMBC 2026

Toronto, Canada
Mo.2.10: Medical Image Analysis, AI-Assisted Diagnostics & Surgical Vision
Monday, 27 July, 14:30 - 16:00
Location: Room 701A
Session Type: Oral
Session Co-Chairs: Xiaoyi Jiang and Syed Qasim Abbas
Theme 9: Biomedical & Health Informatics
Mon, 27 Jul, 14:30 - 14:45

Mo.2.10.1: ROBUST MELANOMA DETECTION: A MULTI-DATASET ANALYSIS OF MACHINE LEARNING MODELS WITH PROGRESSIVE DATASET ADDITIONS, AUGMENTATION, CALIBRATION, AND CROSS-SOURCE EQUITY CONSIDERATIONS
Ksenia Pominova, Alexandra Marin, Dr. Saumya Kareem Reni, University of Westminster
Mon, 27 Jul, 14:45 - 15:00

Mo.2.10.2: DO LARGER VISION-LANGUAGE MODELS HELP UNDER DOMAIN SHIFT? A STUDY ON SURGICAL PROCEDURAL UNDERSTANDING
Muhammad Ali Arshad, Shenzhen Institutes of Advanced Techology, Univerisity of Chinese Academy of Sciences; Wei Li, Zhujiang Hospital, Southern Medical University; Yan Yan, Yu-Shi Liu, Shenzhen Institutes of Advanced Technology; Lei Wang, Shenzhen Institutes of Advanced Technology, University of Chinese Academy of Sciences
Mon, 27 Jul, 15:00 - 15:15

Mo.2.10.3: EVALUATING FEW-SHOT PILL RECOGNITION UNDER VISUAL DOMAIN SHIFT
Wai Ip Chu, Giacomo Tarroni, Ling Li, City St George's, University of London
Mon, 27 Jul, 15:15 - 15:30

Mo.2.10.4: ROBUST SKIN-TISSUE SEGMENTATION VIA AMBIENT-LIGHT-DIFFERENTIAL MULTI-ANGLE SPECTRAL DEPOLARIZATION
Jiaming Yan, Huailei Lai, Wenjin Wang, Southern University of Science and Technology
Mon, 27 Jul, 15:30 - 15:45

Mo.2.10.5: A Semi-Supervised Framework for Opportunistic Lumbar Vertebral Bone Mineral Density Regression from Routine CT
Weiqi Gao, Qiuyi Liu, Zhiping Lin, Nanyang Technological University; Chi Long Ho, Oliver James Nickalls, Cynthia Assimta Peter, Sengkang General Hospital; Donovan Tay, Arden Diabetes and Endocrine Clinic; Weimin Huang, Agency for Science, Technology and Research
Mon, 27 Jul, 15:45 - 16:00

Mo.2.10.6: Dual-Evidence Guided Reconstruction for Child-Centric Human Mesh Recovery
Xiaotao Wu, ShanghaiTech University, Institute of Automation Chinese Academy of Sciences; Kaidong Wang, ShanghaiTech University; Han Zhang, ShanghaiTech University, Shanghai Clinical Research and Trial Center; Huiguang He, ShanghaiTech University, Institute of Automation Chinese Academy of Sciences; Dinggang Shen, ShanghaiTech University, Shanghai United Imaging Intelligence Co.,Ltd., Shanghai Clinical Research and Trial Center