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