Scholars@Duke
Ming-Yang Ho

Overview

Computer Vision, Machine Learning, Parallel Computing

Current Appointments & Affiliations

Recent Publications

Analyzing Generative AI and Machine Learning in Auto-Assessing Schizophrenia's Negative Symptoms.

Journal Article Schizophrenia bulletin · August 2025 Background and hypothesisTraditional assessments of schizophrenia's negative symptoms rely on subjective and time-consuming psychiatric interviews. To provide more objective and efficient evaluations, this study examines the efficacy of an automat ... Full text Cite

Every Pixel Has Its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization

Chapter · January 1, 2025 Recent advancements in ultra-high-resolution unpaired image-to-image translation have aimed to mitigate the constraints imposed by limited GPU memory through patch-wise inference. Nonetheless, existing methods often compromise between the reduction of noti ... Full text Open Access Cite

Pathological Gait Analysis With an Open-Source Cloud-Enabled Platform Empowered by Semi-Supervised Learning-PathoOpenGait.

Journal Article IEEE journal of biomedical and health informatics · February 2024 We present PathoOpenGait, a cloud-based platform for comprehensive gait analysis. Gait assessment is crucial in neurodegenerative diseases such as Parkinson's and multiple system atrophy, yet current techniques are neither affordable nor efficient. PathoOp ... Full text Cite
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