Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images

Estimates of the severity of coronavirus disease 2019: a model-based analysis

(2020) Robert Verity et al.   LANCET INFECTIOUS DISEASES

Automatic COVID-19 lung infected region segmentation and measurement using CT-scans images

(2020) Adel Oulefki et al.   PATTERN RECOGNITION

Landmark-based deep multi-instance learning for brain disease diagnosis

(2018) Mingxia Liu et al.   MEDICAL IMAGE ANALYSIS

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

(2018) Yan Wang et al.   NEUROIMAGE

Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis

(2018) Mingxia Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks

(2018) Kelei He et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition

(2016) Zhennan Yan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multiple instance learning for classification of dementia in brain MRI

(2014) Tong Tong et al.   MEDICAL IMAGE ANALYSIS

Weakly supervised histopathology cancer image segmentation and classification

(2014) Yan Xu et al.   MEDICAL IMAGE ANALYSIS