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Machine learning

Protocol for the diagnosis of keratoconus using convolutional neural networks

Jan Schatteburg, Achim Langenbucher

The application of machine learning to predict genetic relatedness using human mtDNA hypervariable region I sequences

Priyanka Govender, Stephen Gbenga Fashoto, [ ... ], Moses Okpeku

Pea-KD: Parameter-efficient and accurate Knowledge Distillation on BERT

Ikhyun Cho, U Kang

Machine learning-based prediction of critical illness in children visiting the emergency department

Soyun Hwang, Bongjin Lee

Deep learning approach based on superpixel segmentation assisted labeling for automatic pressure ulcer diagnosis

Che Wei Chang, Mesakh Christian, [ ... ], Wei Jen Chen

Employing automatic content recognition for teaching methodology analysis in classroom videos

Muhammad Aasim Rafique, Faheem Khaskheli, [ ... ], Moongu Jeon

Mapping spatial distribution and geographic shifts of East African highland banana (Musa spp.) in Uganda

Dennis Ochola, Bastiaen Boekelo, [ ... ], Ken E. Giller

Land use classification of open-pit mine based on multi-scale segmentation and random forest model

Xianyu Yu, Kaixiang Zhang, Yanghui Zhang

Utilization of deep learning to quantify fluid volume of neovascular age-related macular degeneration patients based on swept-source OCT imaging: The ONTARIO study

Simrat K. Sodhi, Austin Pereira, [ ... ], Netan Choudhry

Actionable absolute risk prediction of atherosclerotic cardiovascular disease based on the UK Biobank

Ajay Kesar, Adel Baluch, [ ... ], Stephen Gilbert

The role of semantics in the success of crowdfunding projects

Orel Babayoff, Onn Shehory

Determining jumping performance from a single body-worn accelerometer using machine learning

Mark G. E. White, Neil E. Bezodis, [ ... ], Paul Rees

Using machine learning as a surrogate model for agent-based simulations

Claudio Angione, Eric Silverman, Elisabeth Yaneske

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