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Muhammad Ilyas
Muhammad Ilyas
University of Nottingham
Colorectal cancer
Microsatellite instability
Tumor-infiltrating lymphocytes
Algorithm
Discriminative model
1
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Novel deep learning algorithm predicts the status of molecular pathways and key mutations in colorectal cancer from routine histology images
2021
medRxiv
Mohsin Bilal
Shan E Ahmed Raza
Ayesha Azam
Simon Graham
Muhammad Ilyas
Ian A. Cree
David Snead
Fayyaz A Minhas
Nasir M. Rajpoot
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Citations (7)
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