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Machine learning

Deep learning model calibration for improving performance in class-imbalanced medical image classification tasks

Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer Antani

Investigate the risk factors of stunting, wasting, and underweight among under-five Bangladeshi children and its prediction based on machine learning approach

S. M. Jubaidur Rahman, N. A. M. Faisal Ahmed, [ ... ], Md. Maniruzzaman

Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity

Tuan Anh Pham, Van Quan Tran, Huong-Lan Thi Vu, Hai-Bang Ly

A comparative study on polyp classification using convolutional neural networks

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

Predicting the replicability of social science lab experiments

Adam Altmejd, Anna Dreber, [ ... ], Colin Camerer

Machine learning to support social media empowered patients in cancer care and cancer treatment decisions

Daswin De Silva, Weranja Ranasinghe, [ ... ], Damien Bolton

Particle swarm optimization-based automatic parameter selection for deep neural networks and its applications in large-scale and high-dimensional data

Fei Ye

SELF-BLM: Prediction of drug-target interactions via self-training SVM

Jongsoo Keum, Hojung Nam

Differentiating Coeliac Disease from Irritable Bowel Syndrome by Urinary Volatile Organic Compound Analysis – A Pilot Study

Ramesh P. Arasaradnam, Eric Westenbrink, [ ... ], James A. Covington

Batch Effect Confounding Leads to Strong Bias in Performance Estimates Obtained by Cross-Validation

Charlotte Soneson, Sarah Gerster, Mauro Delorenzi

Identifying Individuals with Antisocial Personality Disorder Using Resting-State fMRI

Yan Tang, Weixiong Jiang, [ ... ], Aijing Luo

Regional Grey and White Matter Changes in Heavy Male Smokers

Rongjun Yu, Liyan Zhao, Lin Lu

Warning: Humans cannot reliably detect speech deepfakes

Kimberly T. Mai, Sergi Bray, Toby Davies, Lewis D. Griffin

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