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Results for “"Mohamed Amgad"”

2 results

Structured crowdsourcing enables convolutional segmentation of histology images

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Mohamed Amgad, Habiba Elfandy, Hagar Hussein, Lamees A Atteya et al.

Journal: BioinformaticsYear: 2019Citations: 313

MOTIVATION: While deep-learning algorithms have demonstrated outstanding performance in semantic image segmentation tasks, large annotation datasets are needed to create accurate models. Annotation of histology images is challenging due to the effort and experience required to carefully delineate ti...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Pitfalls in machine learning‐based assessment of tumor‐infiltrating lymphocytes in breast cancer: A report of the International Immuno‐Oncology Biomarker Working Group on Breast Cancer

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Jeppe Thagaard, Glenn Broeckx, David B. Page, Chowdhury Arif Jahangir et al.

Journal: The Journal of PathologyYear: 2023Citations: 51

The clinical significance of the tumor-immune interaction in breast cancer is now established, and tumor-infiltrating lymphocytes (TILs) have emerged as predictive and prognostic biomarkers for patients with triple-negative (estrogen receptor, progesterone receptor, and HER2-negative) breast cancer ...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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