Artificial Neural Networks

Front Matter

Identifying Genotype–Phenotype Correlations via Integrative Mutation Analysis

• Edward Airey, Stephanie Portelli, Joicymara S. Xavier, Yoo Chan Myung, Michael Silk, Malancha Karmakar et al.

Machine Learning for Biomedical Time Series Classification: From Shapelets to Deep Learning

• Christian Bock, Michael Moor, Catherine R. Jutzeler, Karsten Borgwardt

Siamese Neural Networks: An Overview

• Davide Chicco

Computational Methods for Elucidating Gene Expression Regulation in Bacteria

• Kratika Naskulwar, Ruben Chevez-Guardado, Lourdes Peña-Castillo

Neuroevolutive Algorithms Applied for Modeling Some Biochemical Separation Processes

• Silvia Curteanu, Elena-Niculina Dragoi, Alexandra Cristina Blaga, Anca Irina Galaction, Dan Cascaval

Computational Approaches for De Novo Drug Design: Past, Present, and Future

• Xuhan Liu, Adriaan P. IJzerman, Gerard J. P. van Westen

Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular Biology

• Irene Lena Hudson

Building and Interpreting Artificial Neural Network Models for Biological Systems

• T. Murlidharan Nair

A Novel Computational Approach for Biomarker Detection for Gene Expression-Based Computer-Aided Diagnostic Systems for Breast Cancer

• Ali Al-Yousef, Sandhya Samarasinghe

Applying Machine Learning for Integration of Multi-Modal Genomics Data and Imaging Data to Quantify Heterogeneity in Tumour Tissues

• Xiao Tan, Andrew T. Su, Hamideh Hajiabadi, Minh Tran, Quan Nguyen

Leverage Large-Scale Biological Networks to Decipher the Genetic Basis of Human Diseases Using Machine Learning

• Hao Wang, Jiaxin Yang, Jianrong Wang

Predicting Host Phenotype Based on Gut Microbiome Using a Convolutional Neural Network Approach

• Derek Reiman, Ali M. Farhat, Yang Dai

Predicting Hot Spots Using a Deep Neural Network Approach

• António J. Preto, Pedro Matos-Filipe, José G. de Almeida, Joana Mourão, Irina S. Moreira

Using Neural Networks for Relation Extraction from Biomedical Literature

• Diana Sousa, Andre Lamurias, Francisco M. Couto

A Hybrid Levenberg–Marquardt Algorithm on a Recursive Neural Network for Scoring Protein Models

• Eshel Faraggi, Robert L. Jernigan, Andrzej Kloczkowski

Secure and Scalable Collection of Biomedical Data for Machine Learning Applications

• Charles Fracchia

AI-Based Methods and Technologies to Develop Wearable Devices for Prosthetics and Predictions of Degenerative Diseases

• Mario Malcangi

Back Matter