Computational Intelligence Methods for Bioinformatics and Biostatistics

Chapter 1 Chemical Neural Networks and Synthetic Cell Biotechnology: Preludes to Chemical AI

Chapter 2 Development of Bayesian Network for Multiple Sclerosis Risk Factor Interaction Analysis

Chapter 3 Real-Time Automatic Plankton Detection, Tracking and Classification on Raw Hologram

Chapter 4 The First in-silico Model of Leg Movement Activity During Sleep

Chapter 5 Transfer Learning and Magnetic Resonance Imaging Techniques for the Deep Neural Network-Based Diagnosis of Early Cognitive Decline and Dementia

Chapter 6 Improving Bacterial sRNA Identification By Combining Genomic Context and Sequence-Derived Features

Chapter 7 High-Dimensional Multi-trait GWAS By Reverse Prediction of Genotypes Using Machine Learning Methods

Chapter 8 A Non-Negative Matrix Tri-Factorization Based Method for Predicting Antitumor Drug Sensitivity

Chapter 9 A Rule-Based Approach for Generating Synthetic Biological Pathways

Chapter 10 Machine Learning Classifiers Based on Dimensionality Reduction Techniques for the Early Diagnosis of Alzheimer’s Disease Using Magnetic Resonance Imaging and Positron Emission Tomography Brain Data

Chapter 11 Text Mining Enhancements for Image Recognition of Gene Names and Gene Relations

Chapter 12 Sentence Classification to Detect Tables for Helping Extraction of Regulatory Interactions in Bacteria

Chapter 13 RF-Isolation: A Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification

Chapter 14 Summarizing Global SARS-CoV-2 Geographical Spread by Phylogenetic Multitype Branching Models

Chapter 15 Explainable AI Models for COVID-19 Diagnosis Using CT-Scan Images and Clinical Data

Chapter 16 The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions

Chapter 18 Recent Dimensionality Reduction Techniques for High-Dimensional COVID-19 Data

Chapter 19 Soft Brain Ageing Indicators Based on Light-Weight LeNet-Like Neural Networks and Localized 2D Brain Age Biomarkers