Medical Image Analysis

Title Publication Date Language Citations
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications2023/08/01English
A symbolic environment for visualizing activated foci in functional neuroimaging datasets1998/09/01English
Semi-supervised medical image classification via distance correlation minimization and graph attention regularization2024/05/01English
Mutual learning with reliable pseudo label for semi-supervised medical image segmentation2024/05/01English
Boosting knowledge diversity, accuracy, and stability via tri-enhanced distillation for domain continual medical image segmentation2024/05/01English
Long-short diffeomorphism memory network for weakly-supervised ultrasound landmark tracking2024/05/01English
Constructing hierarchical attentive functional brain networks for early AD diagnosis2024/05/01English
RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps2024/05/01English
CLANet: A comprehensive framework for cross-batch cell line identification using brightfield images2024/05/01English
Digital twinning of the human ventricular activation sequence to Clinical 12-lead ECGs and magnetic resonance imaging using realistic Purkinje networks for in silico clinical trials2024/05/01English
Transformer based multi-modal MRI fusion for prediction of post-menstrual age and neonatal brain development analysis2024/05/01English
Privacy preserving image registration2024/05/01English
On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis2024/05/01English
Editorial Board2024/04/01English
A survey of label-noise deep learning for medical image analysisEnglish
Focused active learning for histopathological image classificationEnglish
Editorial Board2024/05/01English
Spatial attention-based implicit neural representation for arbitrary reduction of MRI slice spacing2024/05/01English
Domain generalization for retinal vessel segmentation via Hessian-based vector fieldEnglish
Anat-SFSeg: Anatomically-guided superficial fiber segmentation with point-cloud deep learningEnglish
A subject-specific unsupervised deep learning method for quantitative susceptibility mapping using implicit neural representationEnglish
Histopathology language-image representation learning for fine-grained digital pathology cross-modal retrievalEnglish
Robustness evaluation of deep neural networks for endoscopic image analysis: Insights and strategies2024/05/01English
DrasCLR: A self-supervised framework of learning disease-related and anatomy-specific representation for 3D lung CT images2024/02/01English
Beam-wise dose composition learning for head and neck cancer dose prediction in radiotherapy2024/02/01English
Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis2024/01/01English
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading2024/01/01English
FetusMapV2: Enhanced fetal pose estimation in 3D ultrasound2024/01/01English
SynCLay: Interactive synthesis of histology images from bespoke cellular layouts2024/01/01English
FiCRoN, a deep learning-based algorithm for the automatic determination of intracellular parasite burden from fluorescence microscopy images2024/01/01English