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Machine learning

Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes

Shauna D. O’Donovan, Kurt Driessens, [ ... ], Theo M. C. M. de Kok

Beyond convexity—Contraction and global convergence of gradient descent

Patrick M. Wensing, Jean-Jacques Slotine

Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture

Bumshik Lee, Nagaraj Yamanakkanavar, Jae Young Choi

Using machine learning algorithms to review computed tomography scans and assess risk for cardiovascular disease: Retrospective analysis from the National Lung Screening Trial (NLST)

Amos Stemmer, Ran Shadmi, [ ... ], Eldad Elnekave

Deep learning for cerebral angiography segmentation from non-contrast computed tomography

Michał Klimont, Agnieszka Oronowicz-Jaśkowiak, [ ... ], Katarzyna Jończyk-Potoczna

MISTIC: A prediction tool to reveal disease-relevant deleterious missense variants

Kirsley Chennen, Thomas Weber, [ ... ], Olivier Poch

Machine learning approach to predict postoperative opioid requirements in ambulatory surgery patients

Akira A. Nair, Mihir A. Velagapudi, [ ... ], Bala G. Nair

Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps

Kurt G. Schilling, Justin Blaber, [ ... ], Bennett A. Landman

A comparative study on polyp classification using convolutional neural networks

Krushi Patel, Kaidong Li, [ ... ], Guanghui Wang

Deep transfer learning artificial intelligence accurately stages COVID-19 lung disease severity on portable chest radiographs

Jocelyn Zhu, Beiyi Shen, [ ... ], Tim Q. Duong

Assessment of the outbreak risk, mapping and infection behavior of COVID-19: Application of the autoregressive integrated-moving average (ARIMA) and polynomial models

Hamid Reza Pourghasemi, Soheila Pouyan, [ ... ], John P. Tiefenbacher

Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results

Karina Quiaoit, Daniel DiCenzo, [ ... ], Gregory J. Czarnota

Action-specialized expert ensemble trading system with extended discrete action space using deep reinforcement learning

JoonBum Leem, Ha Young Kim

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