Bioinformatics | Oncology | Precision Medicine A comprehensive review of machine learning techniques for multi-omics data integration: challenges and applications in precision oncology. April 11, 2024
Pathology Sliding Window Optimal Transport for Open World Artifact Detection in Histopathology. April 1, 2024
Neurosurgery | Pathology | Precision Medicine Leveraging Attention-Based Convolutional Neural Networks for Meningioma Classification in Computational Histopathology. November 14, 2023
Oncology | Radiology Ultra-High-Resolution CT of the Head and Neck with Deep Learning Reconstruction-Assessment of Image Quality and Radiation Exposure and Intraindividual Comparison with Normal-Resolution CT. May 13, 2023
Artificial Intelligence | Oncology | Pathology Artificial intelligence for tumour tissue detection and histological regression grading in oesophageal adenocarcinomas: a retrospective algorithm development and validation study. April 26, 2023
Artificial Intelligence | Infectious Diseases | Pharmacology Deep variational graph autoencoders for novel host-directed therapy options against COVID-19. December 3, 2022
Radiology Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation. October 24, 2022
Computer Vision | Medical Imaging | Radiology | Surgery A survey on shape-constraint deep learning for medical image segmentation. December 17, 2021
Computer Vision | Surgery Simulation-to-real domain adaptation with teacher-student learning for endoscopic instrument segmentation. May 13, 2021
Radiology | Surgery i3PosNet: instrument pose estimation from X-ray in temporal bone surgery. May 22, 2020