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