Artificial Neural Networks - Bog

1. Identifying Genotype-Phenotype Correlations via Integrative Mutation Analysis Edward Airey, Stephanie Portelli, Joicymara S. Xavier, YooChan Myung, Michael Silk, Malancha Karmakar, João P. L. Velloso, Carlos H. M. Rodrigues, Hardik H. Parate, Hardik H. Parate, Anjali Garg, Raghad Al-Jarf, Lucy Barr, Juliana A. Geraldo, Pâmela M. Rezende, Douglas E.V. Pires, and David B. Ascher

2. Machine Learning for Biomedical Time Series Classification: From Shapelets to Deep Learning
Christian Bock, Michael Moor, Catherine R. Jutzeler, and Karsten Borgwardt

3. Siamese Neural Networks: An Overview
Davide Chicco

4. Computational Methods for Elucidating Gene Expression Regulation in Bacteria
Kratika Naskulwar, Ruben Chevez-Guardado, and Lourdes Pe├▒a-Castillo

5. Neuro-evolutive Algorithms Applied for Modeling Some Biochemical Separation Processes
Silvia Curteanu, Elena-Niculina Dragoi, Alexandra Cristina Blaga, Anca Irina Galaction, and Dan Cascaval

6. Computational Approaches for de novo Drug Design: Past, Present, and Future
Xuhan Liu, Adriaan P. IJzerman, and Gerard J. P. van Westen
7. Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular Biology Irene Lena Hudson

8. Building and Interpreting Artificial Neural Network Models for Biological Systems
T. Murlidharan Nair
9. A Novel Computational Approach for Biomarker Detection for Gene Expression based Computer Aided Diagnostic Systems for Breast Cancer Ali Al-Yousef and Sandhya Samarasinghe

10. 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, and Quan Nguyen

11. Leverage Large-scale Biological Networks to Decipher the Genetic Basis of Human Diseases Using Machine Learning
Hao Wang, Jiaxin Yang, and Jianrong Wang

12. Predicting Host Phenotype based on Gut Microbiome using a Convolutional Neural Network Approach
Derek Reiman, Ali M. Farhat, and Yang Dai

13. Predicting Hot-Spots using a Deep Neural Network Approach
António J. Preto, Pedro Matos-Filipe, José G. Almeida, Joana Mourão, and Irina S. Moreira

14. Using Neural Networks for Relation Extraction from Biomedical Literature
Diana Sousa, Andre Lamurias, and Francisco M. Couto

15. A Hybrid Levenberg-Marquardt Algorithm on a Recursive Neural Network for Scoring Protein Models
Eshel Faraggi, Robert L. Jernigan, and Andrzej Kloczkowski

16. Secure and Scalable Collection of Biomedical Data for Machine Learning Applications
Charles Fracchia

17. AI-based Methods and Technologies to Develop Wearable Devices for Prosthetics and Predictions of Degenerative Diseases
Mario Malcangi