Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion Paper β’ 2406.14287 β’ Published Jun 20, 2024
Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides Paper β’ 2311.13261 β’ Published Nov 22, 2023 β’ 1
AeroPath: An airway segmentation benchmark dataset with challenging pathology Paper β’ 2311.01138 β’ Published Nov 2, 2023 β’ 5
Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture Paper β’ 2010.07002 β’ Published Oct 14, 2020
FastPathology: An open-source platform for deep learning-based research and decision support in digital pathology Paper β’ 2011.06033 β’ Published Nov 11, 2020 β’ 1
Meningioma segmentation in T1-weighted MRI leveraging global context and attention mechanisms Paper β’ 2101.07715 β’ Published Jan 19, 2021
Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding Paper β’ 2102.06515 β’ Published Feb 11, 2021
Code-free development and deployment of deep segmentation models for digital pathology Paper β’ 2111.08430 β’ Published Nov 16, 2021
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images Paper β’ 2112.03455 β’ Published Dec 7, 2021
Teacher-Student Architecture for Mixed Supervised Lung Tumor Segmentation Paper β’ 2112.11541 β’ Published Dec 21, 2021
Segmentation of glioblastomas in early post-operative multi-modal MRI with deep neural networks Paper β’ 2304.08881 β’ Published Apr 18, 2023
Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reporting Paper β’ 2305.14351 β’ Published Apr 28, 2023 β’ 1