Search Results for author: Lydia A. Schoenpflug

Found 2 papers, 2 papers with code

Date Published Github Stars

SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interaction

1 code implementation • 19 Dec 2023 • Lydia A. Schoenpflug, Viktor H. Koelzer

We find that a "soft", probability-map instance segmentation ground truth leads to best model performance.

Cell Detection Instance Segmentation +3

7
Paper
Code

Multi-task learning for tissue segmentation and tumor detection in colorectal cancer histology slides

1 code implementation • 6 Apr 2023 • Lydia A. Schoenpflug, Maxime W. Lafarge, Anja L. Frei, Viktor H. Koelzer

Automating tissue segmentation and tumor detection in histopathology images of colorectal cancer (CRC) is an enabler for faster diagnostic pathology workflows.

Multi-Task Learning Segmentation

2
Paper
Code
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