Abstract is missing.
- Identifying Genotype-Phenotype Correlations via Integrative Mutation AnalysisEdward Airey, Stephanie Portelli, Joicymara S. Xavier, Yoochan Myung, Michael Silk, Malancha Karmakar, João P. L. Velloso, Carlos H. M. Rodrigues, Hardik H. Parate, Anjali Garg, Raghad Al-Jarf, Lucy Barr, Juliana A. Geraldo, Pâmela M. Rezende, Douglas E. V. Pires, David B. Ascher. 1-32 [doi]
- Machine Learning for Biomedical Time Series Classification: From Shapelets to Deep LearningChristian Bock, Michael Moor, Catherine R. Jutzeler, Karsten M. Borgwardt. 33-71 [doi]
- Siamese Neural Networks: An OverviewDavide Chicco. 73-94 [doi]
- Computational Methods for Elucidating Gene Expression Regulation in BacteriaKratika Naskulwar, Ruben Chevez-Guardado, Lourdes Peña Castillo. 95-114 [doi]
- Neuroevolutive Algorithms Applied for Modeling Some Biochemical Separation ProcessesSilvia Curteanu, Elena Niculina Dragoi, Alexandra Cristina Blaga, Anca-Irina Galaction, Dan Cascaval. 115-138 [doi]
- Computational Approaches for De Novo Drug Design: Past, Present, and FutureXuhan Liu, Adriaan P. IJzerman, Gerard J. P. van Westen. 139-165 [doi]
- Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular BiologyIrene Lena Hudson. 167-184 [doi]
- Building and Interpreting Artificial Neural Network Models for Biological SystemsT. Murlidharan Nair. 185-194 [doi]
- A Novel Computational Approach for Biomarker Detection for Gene Expression-Based Computer-Aided Diagnostic Systems for Breast CancerAli Al-Yousef, Sandhya Samarasinghe. 195-208 [doi]
- Applying Machine Learning for Integration of Multi-Modal Genomics Data and Imaging Data to Quantify Heterogeneity in Tumour TissuesXiao Tan, Andrew Su, Hamideh Hajiabadi, Minh Tran, Quan Nguyen. 209-228 [doi]
- Leverage Large-Scale Biological Networks to Decipher the Genetic Basis of Human Diseases Using Machine LearningHao Wang, Jiaxin Yang, Jianrong Wang. 229-248 [doi]
- Predicting Host Phenotype Based on Gut Microbiome Using a Convolutional Neural Network ApproachDerek Reiman, Ali M. Farhat, Yang Dai. 249-266 [doi]
- Predicting Hot Spots Using a Deep Neural Network ApproachAntónio J. Preto, Pedro Matos-Filipe, José G. de Almeida, Joana Mourão, Irina S. Moreira. 267-288 [doi]
- Using Neural Networks for Relation Extraction from Biomedical LiteratureDiana Sousa, Andre Lamurias, Francisco M. Couto. 289-305 [doi]
- A Hybrid Levenberg-Marquardt Algorithm on a Recursive Neural Network for Scoring Protein ModelsEshel Faraggi, Robert L. Jernigan, Andrzej Kloczkowski. 307-316 [doi]
- Secure and Scalable Collection of Biomedical Data for Machine Learning ApplicationsCharles Fracchia. 317-336 [doi]
- AI-Based Methods and Technologies to Develop Wearable Devices for Prosthetics and Predictions of Degenerative DiseasesMario Malcangi. 337-354 [doi]