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A Deep Semantic Segmentation Framework for Digitizing Paper Electrocardiograms with Data Augmentation using a Diffusion Model
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Mobile Paralinguistic Health Assessment from Speech: Energy-Efficient and Privacy-Preserving Neural Network Models
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Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers
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Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
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Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
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Neural Networks Models for Multi-Attribute Assessment of Fine Grained Wound Images
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Machine Learning Models for Parkinson's Disease Gait Assessment and Medication Adherence from Smartphone Sensor Data
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Visual Analytics for Smartphone Health Phenotyping
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ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
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Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
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