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Machine learning

Efficient Modeling and Active Learning Discovery of Biological Responses

Armaghan W. Naik, Joshua D. Kangas, Christopher J. Langmead, Robert F. Murphy

Low-Rank Regularization for Learning Gene Expression Programs

Guibo Ye, Mengfan Tang, [ ... ], Xiaohui Xie

On the Encoding of Proteins for Disordered Regions Prediction

Julien Becker, Francis Maes, Louis Wehenkel

An Automated Blur Detection Method for Histological Whole Slide Imaging

Xavier Moles Lopez, Etienne D'Andrea, [ ... ], Christine Decaestecker

Multiview Locally Linear Embedding for Effective Medical Image Retrieval

Hualei Shen, Dacheng Tao, Dianfu Ma

Effective Classification and Gene Expression Profiling for the Facioscapulohumeral Muscular Dystrophy

Félix F. González-Navarro, Lluís A. Belanche-Muñoz, Karen A. Silva-Colón

TFpredict and SABINE: Sequence-Based Prediction of Structural and Functional Characteristics of Transcription Factors

Johannes Eichner, Florian Topf, [ ... ], Andreas Zell

ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data

Brett A. McKinney, Bill C. White, [ ... ], Ann L. Oberg

Analyzing Kernel Matrices for the Identification of Differentially Expressed Genes

Xiao-Lei Xia, Huanlai Xing, Xueqin Liu

Bayesian Networks for Clinical Decision Support in Lung Cancer Care

M. Berkan Sesen, Ann E. Nicholson, [ ... ], Michael Brady

Machine Learning for Automatic Prediction of the Quality of Electrophysiological Recordings

Thomas Nowotny, Jean-Pierre Rospars, [ ... ], Sylvia Anton

A Machine Learned Classifier That Uses Gene Expression Data to Accurately Predict Estrogen Receptor Status

Meysam Bastani, Larissa Vos, [ ... ], Russell Greiner

Real-Time fMRI Pattern Decoding and Neurofeedback Using FRIEND: An FSL-Integrated BCI Toolbox

João R. Sato, Rodrigo Basilio, [ ... ], Jorge Moll

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