Deep Learning in Genome Mapping

Preface. Computation and Analysis for Genome Mapping using the Deep Learning-based Optimization Algorithm. Prediction for Genome Mapping with the Multi-objective Evolutionary Algorithm. Deep Learning and Medical Data Engineering for Knowledge Discovery. Integrating DL Techniques for Precise Genome Mapping: Methods and Applications. Analysing Genomes using Deep Learning and Image Processing Techniques. Introduction to Neural network and Machine Learning as a Subset of AI. Advancing Smart Healthcare: Enhanced Image Analysis and Feature Extraction through Integration of Sharpening Techniques and Edge Detection Algorithms. Optimizing Noise Reduction Strategies in Medical Imaging through Advanced Techniques and Performance Evaluation Metrics. Revolutionizing Medicine: Machine Learning Innovations in Medical Science. Development and Validation of an AI-Based Model for Heart Delineation in Chest X-Ray Images. Index.

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• Bases de dados relacionais
• Tecnologia da informação: aspectos gerais
• Aprendizagem mecânica
• As redes neurais e sistemas nebulosos
• Mineração de Dados
• Engenharia do controlo automático
• Arquitectura do computador e projecto lógico

GPU computing;CUDA programming;medical image analysis;neural network models;evolutionary algorithms;big data bioinformatics;parallel processing for genomic research