Algorithm notes
Method write-ups for the algorithms on Compass Platform.
AlgorithmsAtypical Mitoses
An atypical mitosis is an abnormal cell division, a key hallmark of cancer. Its features, like multipolar spindles, are crucial for grading a tumor's aggressiveness and predicting prognosis.
Charles-Antoine Collins-Fekete
AlgorithmsTumour Cell Density
Our latest methodogy to separate tumour cells from background cells and calculate density in colorectal cancer.
Zhuoyan Shen
AlgorithmsCytoprofile
AI model analyzes standard H&E slides to identify cell types and map tumor microenvironments, bringing spatial-omics insights to routine pathology without the cost.
Esther Baer
AlgorithmsMitotic Detection
Our AI framework detects dividing mitotic cancer cells with 84% accuracy, outperforming previous models across multiple tumor types using the largest mitotic figure dataset ever created.
Charles-Antoine Collins-Fekete
AlgorithmsImmunoProfile
Discover our deep learning approach to identifying and classifying various immune cells within the tumor microenvironment
Charles-Antoine Collins-Fekete
Tumour Stroma Ratio
Learn how our tissue segmentation algorithm accurately delineates different tissue types, from stroma to tumor regions
Charles-Antoine Collins-FeketeUpdates by email
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