Search Results for author: Ahmed Hosny

Found 4 papers, 2 papers with code

Deep learning-based detection of intravenous contrast in computed tomography scans

2 code implementations16 Oct 2021 Zezhong Ye, Jack M. Qian, Ahmed Hosny, Roman Zeleznik, Deborah Plana, Jirapat Likitlersuang, Zhongyi Zhang, Raymond H. Mak, Hugo J. W. L. Aerts, Benjamin H. Kann

The fine-tuned model on chest CTs yielded an AUC: 1. 0 for the internal validation set (n = 53), and AUC: 0. 980 for the external validation set (n = 402).

ModelHub.AI: Dissemination Platform for Deep Learning Models

no code implementations26 Nov 2019 Ahmed Hosny, Michael Schwier, Christoph Berger, Evin P Örnek, Mehmet Turan, Phi V Tran, Leon Weninger, Fabian Isensee, Klaus H. Maier-Hein, Richard McKinley, Michael T Lu, Udo Hoffmann, Bjoern Menze, Spyridon Bakas, Andriy Fedorov, Hugo JWL Aerts

Recent advances in artificial intelligence research have led to a profusion of studies that apply deep learning to problems in image analysis and natural language processing among others.

The Dataset Nutrition Label: A Framework To Drive Higher Data Quality Standards

1 code implementation9 May 2018 Sarah Holland, Ahmed Hosny, Sarah Newman, Joshua Joseph, Kasia Chmielinski

The Dataset Nutrition Label (the Label) is a diagnostic framework that lowers the barrier to standardized data analysis by providing a distilled yet comprehensive overview of dataset "ingredients" before AI model development.

Databases Computers and Society

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