Medical Image Analysis | Oncology | Pathology Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images. May 23, 2024
Neurosurgery | Radiology Back to the Roots: Reconstructing Large and Complex Cranial Defects using an Image-based Statistical Shape Model. May 23, 2024
Pathology CellViT: Vision Transformers for precise cell segmentation and classification. March 20, 2024
Medical Imaging | Radiology GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy. February 10, 2024
Neurology | Radiology k-strip: A novel segmentation algorithm in k-space for the application of skull stripping. November 19, 2023
Neurology | Oncology | Radiology “A net for everyone”: fully personalized and unsupervised neural networks trained with longitudinal data from a single patient. November 1, 2023
Oncology | Radiology Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-institutional Patient-based Data Normalization. August 25, 2023
Oncology | Pathology | Radiology Histology-Based Prediction of Therapy Response to Neoadjuvant Chemotherapy for Esophageal and Esophagogastric Junction Adenocarcinomas Using Deep Learning. August 1, 2023
Medical Imaging | Neurosurgery Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge. June 18, 2023
Hematology | Oncology | Radiology Prediction of Bone Marrow Biopsy Results From MRI in Multiple Myeloma Patients Using Deep Learning and Radiomics. May 24, 2023
Oncology | Radiology Deep learning-based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer. December 22, 2022
Oncology | Radiology Deep Learning-based Assessment of Oncologic Outcomes from Natural Language Processing of Structured Radiology Reports. October 9, 2022