Medical Image Analysis

Title Publication Date Language Citations
An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training2024/01/01English
Cycle consistent twin energy-based models for image-to-image translation2024/01/01English
Prototyping optimization-based image reconstructions from limited-angular-range data in dual-energy CT2024/01/01English
Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection2024/01/01English
ReFs: A hybrid pre-training paradigm for 3D medical image segmentation2024/01/01English
Gaze-probe joint guidance with multi-task learning in obstetric ultrasound scanning2023/12/01English
Simultaneous alignment and surface regression using hybrid 2D–3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations2024/01/01English
Mapping medical image-text to a joint space via masked modeling2024/01/01English
Automatic multi-view pose estimation in focused cardiac ultrasound2024/05/01English
Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge2024/05/01English
A causality-inspired generalized model for automated pancreatic cancer diagnosis2024/05/01English
Classification, registration and segmentation of ear canal impressions using convolutional neural networks2024/05/01English
DermSynth3D: Synthesis of in-the-wild annotated dermatology imagesEnglish
Diabetic foot ulcers segmentation challenge report: Benchmark and analysis2024/05/01English
Federated learning with knowledge distillation for multi-organ segmentation with partially labeled datasetsEnglish
Keyhole-aware laparoscopic augmented reality2024/05/01English
Boundary-aware information maximization for self-supervised medical image segmentation2024/05/01English
Self-supervised learning for medical image data with anatomy-oriented imaging planes2024/05/01English
A model-based MR parameter mapping network robust to substantial variations in acquisition settings2024/05/01English
Multiview hyperedge-aware hypergraph embedding learning for multisite, multiatlas fMRI based functional connectivity network analysis2024/05/01English
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images2024/05/01English
CellViT: Vision Transformers for precise cell segmentation and classification2024/05/01English
STADNet: Spatial-Temporal Attention-Guided Dual-Path Network for cardiac cine MRI super-resolution2024/05/01English
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images2024/05/01English
Use of superpixels for improvement of inter-rater and intra-rater reliability during annotation of medical images2024/05/01English
Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation2024/05/01English
CARABEAMER: a treatment planner for a robotic radiosurgical system with general kinematics1999/09/01English
Estimation of three-dimensional cardiac velocity fields: assessment of a differential method and application to three-dimensional CT data1997/04/01English
Guest Editorial2000/03/01English
Medical image analysis1999/03/01English