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Machine learning

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

Machine learning for modeling animal movement

Dhanushi A. Wijeyakulasuriya, Elizabeth W. Eisenhauer, Benjamin A. Shaby, Ephraim M. Hanks

A promising approach for screening pulmonary hypertension based on frontal chest radiographs using deep learning: A retrospective study

Xiao-Ling Zou, Yong Ren, [ ... ], Tian-Tuo Zhang

Parkinson’s disease detection from 20-step walking tests using inertial sensors of a smartphone: Machine learning approach based on an observational case-control study

Milla Juutinen, Cassia Wang, [ ... ], Antti Vehkaoja

A hybrid unsupervised—Deep learning tandem for electrooculography time series analysis

Ruxandra Stoean, Catalin Stoean, [ ... ], Gonzalo Joya

Challenges of machine learning model validation using correlated behaviour data: Evaluation of cross-validation strategies and accuracy measures

Bence Ferdinandy, Linda Gerencsér, [ ... ], Ádám Miklósi

Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study

Wei-Hsuan Lo-Ciganic, James L. Huang, [ ... ], Walid F. Gellad

Risk management system and intelligent decision-making for prefabricated building project under deep learning modified teaching-learning-based optimization

Huazan Liu, Yukang He, [ ... ], Lan Luo

Genome-wide association study and genomic selection for tolerance of soybean biomass to soybean cyst nematode infestation

Waltram Second Ravelombola, Jun Qin, [ ... ], Senyu Chen

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