The two-volume set LNBI 11465 and LNBI 11466 constitutes the proceedings of the 7th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2019, held in Granada, Spain, in May 2019.

Bioinformatics for healthcare and diseases.- Developing a DEVS-JAVA model to simulate and pre-test changes to emergency care delivery in a safe and efficient manner.- Concept Bag: A New Method for Computing Concept Similarity in Biomedical Data.- A reliable method to remove batch effects maintaining group differences in lymphoma methylation case study.- Predict breast tumor response to chemotherapy using a 3D deep learning architecture applied to DCE-MRI data.- Data Fusion for Improving Sleep Apnoea Detection from Single-lead ECG Derived Respiration.- Instrumented shoes for 3D GRF analysis and characterization of human gait.- Novel Four Stages Classification of Breast Cancer Using Infrared Thermal Imaging and a Deep Learning Model.- Comparison of numerical and laboratory experiment examining deformation of red blood cell.- Levenberg-Marquardt variants in chrominance-based skin tissue detection.- A mini-review of Biomedical Infrared Thermography (B-IRT).- Mathematical Modeling and Docking of Medicinal Plants and Synthetic drugs to determine their effects on Abnormal Expression of Cholinesterase and Acetyl Cholinesterase Proteins in Alzheimer.- Definition of Organic Processes via Digital Monitoring Systems.- Detection of Pools of Bacteria with Public Health Importance in Wastewater Effluent from a Municipality in South Africa using Next Generation Sequencing and Metagenomics Analysis.- Computational genomics/proteomics.- Web-based application for accurately classifying cancer type from microarray gene expression data using a support vector machine (SVM) learning algorithm.- Associating Protein Domains with Biological Functions: A Tripartite Network Approach.- Interaction of ZIKV NS5 and STAT2 explored by Molecular Modeling, Docking, and Simulations Studies.- Entropy-based detection of genetic markers for bacteria genotyping.- Clustering of Klebsiella Strains Based on Variability in Sequencing Data.- Addition of pathway-based information to improve predictions in transcriptomics.- Common Gene Regulatory Network for Anxiety Disorder using Cytoscape: Detection and Analysis.- Insight about nonlinear dimensionality reduction methods applied to protein molecular dynamics.- Computational systems for modelling biological processes.- HIV Drug Resistance Prediction with Categorical Kernel Functions.- Deciphering general characteristics of residues constituting allosteric communication paths.- Feature (Gene) Selection in Linear Homogeneous Cuts.- DNA Sequence Alignment Method Based on Trilateration.- Convolutional Neural Networks for Red Blood Cell Trajectory Prediction in Simulation of Blood Flow.- Platform for Adaptive Knowledge Discovery and Decision Making Based on Big Genomics Data Analytics.- Simulation Approaches to Stretching of Red Blood Cells.- Describing sequential association patterns from longitudinal microarray data sets in humans.- Biomedical Engineering.- Low resolution electroencephalographic-signals-driven semantic retrieval: Preliminary results.- A simpler command of motor using BCI.- A Biomechanical Model Implementation for Upper-Limbs Rehabilitation Monitoring Using IMUs.- Non-generalized analysis of the multimodal signals for emotion recognition: preliminary results.- Variables in a Group of Young Overweight Men.- Brain Hematoma Segmentation Using Active Learning and an Active Contour Model.- DYNLO: Enhancing Non-Linear Regularized State Observer Brain Mapping Technique by Parameter Estimation with Extended.- Analysis of the behavior of the red blood cell model in a tapered microchannel.- Radiofrequency Ablation for Treating Chronic Pain of Bones: Effects of Nerve Locations.- Biomedical image analysis.- Visualization and Cognitive Graphics in Medical Scientific Research.- Detection of static objects in an image based on texture analysis.- Artefacts Recognition and Elimination in Video Sequences with Ciliary Respiratory Epithelium.- Cross Modality Microscopy Segmentation via Adversarial Adaptation.- Assessment of pain-induced changes in cerebral microcirculation by imaging photoplethysmography.- Detection of Subclinical Keratoconus Using Biometric Parameters.- A Computer Based Blastomere Identification and Evaluation Method for Day 2 Embryos during IVF/ICSI Treatments.- Detection of breast cancer using infrared thermography and deep neural networks.- Development of an ECG Smart Jersey based on Next Generation Computing for Automated Detection of Heart Defects among Athletes.- Biomedicine and e-Health.- Analysis of finger thermoregulation by using signal processing techniques.- Development of smart-technology for prediction drug properties based on modified algorithms of artificial immune systems and ontological models.- Comparative study of Feature Selection methods for Medical Full Text Classification.- Estimation of Lung Properties Using ANN-Based Inverse Modeling of Spirometric Data.- Model of the mouth pressure signal during pauses in total liquid ventilation.