Semi-supervised medical image segmentation via a tripled-uncertainty guided mean teacher model with contrastive learning

ISSMF: Integrated semantic and spatial information of multi-level features for automatic segmentation in prenatal ultrasound images

(2022) Yihao Sun et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Unified medical image segmentation by learning from uncertainty in an end-to-end manner

(2022) Pin Tang et al.   KNOWLEDGE-BASED SYSTEMS

ASMFS: Adaptive-similarity-based multi-modality feature selection for classification of Alzheimer's disease

(2022) Yuang Shi et al.   PATTERN RECOGNITION

GSCFN: A Graph Self-Construction and Fusion Network for Semi-supervised Brain Tissue Segmentation in MRI

(2021) Yan Zhang et al.   NEUROCOMPUTING

3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification

(2021) Yongtao Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Co-Training for Semi-Supervised Image Segmentation

(2020) Jizong Peng et al.   PATTERN RECOGNITION

An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis

(2020) Lei Song et al.   IEEE Journal of Biomedical and Health Informatics

Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach

(2019) Jinming Duan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis

(2019) Lihao Liu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning Techniques for Automatic MRI Cardiac Multi-structures Segmentation and Diagnosis: Is the Problem Solved?

(2018) Olivier Bernard et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2018) Yan Wang et al.   NEUROIMAGE

3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis

(2018) Yan Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge

(2013) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS