Machine Learning Methods in Biomedical Field: Computer-Aided Diagnostics, Healthcare and Biology Applications

Author:   Ernesto Moya-Albor ,  Hiram Ponce ,  Jorge Brieva ,  Sandra L. Gomez-Coronel
Publisher:   Springer International Publishing AG
Volume:   1218
ISBN:  

9783031963278


Pages:   492
Publication Date:   11 October 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Machine Learning Methods in Biomedical Field: Computer-Aided Diagnostics, Healthcare and Biology Applications


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Author:   Ernesto Moya-Albor ,  Hiram Ponce ,  Jorge Brieva ,  Sandra L. Gomez-Coronel
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   1218
ISBN:  

9783031963278


ISBN 10:   303196327
Pages:   492
Publication Date:   11 October 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Edge-enhanced Knowledge Distillation System for Diabetic Retinopathy Lesions Computer-Aided Diagnosis.- Development of a Mobile Application for Dermatological Diagnosis Using Image Recognition: The DermAware Case Study.- Measuring the Diameter of Coronary Arteries via Skeletonization using a U-Net Architecture.- Deep Belief Networks for Efficient Macular Edema Detection in Retinal Fundus Images.- Automatic Spatial Localization of Coronary Stenosis in X-ray Angiograms Using Deep Learning.- Deep Learning for Pediatric Right Ventricle Segmentation in Echocardiography: Challenges and Strategies.- Challenges and Advances in Digital Processing of Fetal Phonocardiography Signal: A Review.- Implications of Model Loss and Configuration for Sparse Histological Segmentation.- Metaheuristic Strategy in Automatic Robotics Navigation for Patient Care in Hospitals.- Orthosis Control based on Electromyographic Signals and Machine Learning.- Internet of Medical Things Focused on Home Hospitalization for Diagnostic and Monitoring Support.- Automatic Robotics Medication Delivery System: The ANDIS Case Study.- Making Better Medical Decisions Using Machine Learning: A Bayesian Model.- Determining the Influence of Socioeconomic and Clinical Factors in Diabetes in the Mexican Population Using Machine Learning Techniques.- Sphonic: Development of a Mobile Application Using AI and AR for Learning Biomedical Concepts.- A Case Study on Pigmentation of Marine Species in Captivity and a Possible Application of AI to Marine Biomedical Research.- Ligand-based Virtual Screening Workflow for Antimalarial Repositioning from Known Drugs and Chemical Libraries.- Redefining Care: Hospitals’ Pivotal Role in Sustainable Development.- Cutting-Edge Technologies: Driving Sustainability in Hospital Operations.

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