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Machine learning algorithms

Linking the Epigenome to the Genome: Correlation of Different Features to DNA Methylation of CpG Islands

Clemens Wrzodek, Finja Büchel, [ ... ], Andreas Zell

L1pred: A Sequence-Based Prediction Tool for Catalytic Residues in Enzymes with the L1-logreg Classifier

Yongchao Dou, Jun Wang, Jialiang Yang, Chi Zhang

White Matter Differences between Healthy Young ApoE4 Carriers and Non-Carriers Identified with Tractography and Support Vector Machines

Laurence O'Dwyer, Franck Lamberton, [ ... ], Harald Hampel

One Plus One Makes Three (for Social Networks)

Emöke-Ágnes Horvát, Michael Hanselmann, Fred A. Hamprecht, Katharina A. Zweig

Using Support Vector Machines with Multiple Indices of Diffusion for Automated Classification of Mild Cognitive Impairment

Laurence O'Dwyer, Franck Lamberton, [ ... ], Harald Hampel

A Data-Driven Predictive Approach for Drug Delivery Using Machine Learning Techniques

YuanYuan Li, Scott C. Lenaghan, Mingjun Zhang

Dirichlet Multinomial Mixtures: Generative Models for Microbial Metagenomics

Ian Holmes, Keith Harris, Christopher Quince

Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning

Zhuoran Wang, Anoop D. Shah, [ ... ], Harry Hemingway

RegnANN: Reverse Engineering Gene Networks Using Artificial Neural Networks

Marco Grimaldi, Roberto Visintainer, Giuseppe Jurman

Decoding Sequence Learning from Single-Trial Intracranial EEG in Humans

Marzia De Lucia, Irina Constantinescu, [ ... ], Sophie Schwartz

MaturePred: Efficient Identification of MicroRNAs within Novel Plant Pre-miRNAs

Ping Xuan, Maozu Guo, [ ... ], Yufei Huang

Cell Motility Dynamics: A Novel Segmentation Algorithm to Quantify Multi-Cellular Bright Field Microscopy Images

Assaf Zaritsky, Sari Natan, [ ... ], Ilan Tsarfaty

Automated Detection and Segmentation of Synaptic Contacts in Nearly Isotropic Serial Electron Microscopy Images

Anna Kreshuk, Christoph N. Straehle, [ ... ], Fred A. Hamprecht

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