Search Results for author: Umair Khan

Found 3 papers, 2 papers with code

Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence Assisted Cancer Diagnosis

no code implementations7 Jul 2023 Xiaoyi Ji, Richard Salmon, Nita Mulliqi, Umair Khan, Yinxi Wang, Anders Blilie, Henrik Olsson, Bodil Ginnerup Pedersen, Karina Dalsgaard Sørensen, Benedicte Parm Ulhøi, Svein R Kjosavik, Emilius AM Janssen, Mattias Rantalainen, Lars Egevad, Pekka Ruusuvuori, Martin Eklund, Kimmo Kartasalo

The potential of artificial intelligence (AI) in digital pathology is limited by technical inconsistencies in the production of whole slide images (WSIs), leading to degraded AI performance and posing a challenge for widespread clinical application as fine-tuning algorithms for each new site is impractical.

whole slide images

A single-cell gene expression language model

1 code implementation25 Oct 2022 William Connell, Umair Khan, Michael J. Keiser

Machine learning systems model natural language by explicitly learning context dependencies between words.

Language Modelling Transfer Learning

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