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International Conference on Biomedical and Health Informatics 2022: Proceedings of ICBHI 2022, November 24–26, 2022, Concepción, Chile de Esteban Pino

International Conference on Biomedical and Health Informatics 2022: Proceedings of ICBHI 2022, November 24–26, 2022, Concepción, Chile: IFMBE Proceedings, cartea 108

Editat de Esteban Pino, Ratko Magjarević, Paulo de Carvalho
en Limba Engleză Paperback – 30 apr 2024
This book covers current advances and challenges in biomedical and health informatics. It reports on the latest technologies and on strategies and concepts to implement them for medicine, health and education. Contributions deals with a range of topics, including artificial intelligence and precision medicine, e-health and training, medical devices and wearables, and medical imaging. Gathering the proceedings of the Fifth International Conference on Biomedical and Health Informatics (ICBHI 2022), held on November 24–26, 2022, in Concepción, Chile, this books provides academics and professionals with a timely snapshot of the digital transformation in the field of medicine.
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Specificații

ISBN-13: 9783031592157
ISBN-10: 3031592158
Ilustrații: XIV, 314 p. 135 illus., 114 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.46 kg
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria IFMBE Proceedings

Locul publicării:Cham, Switzerland

Cuprins

Data-driven Model for Long-term Prediction of Blood Glucose in Type 2 Diabetes.- Semantic of Automatically Generated Interval-valued Memberships Functions in Brain Magnetic Resonance Images.- Egfr Mutation Prediction Using F18-fdg Pet-ct Based Radiomics Features in Non-small Cell Lung Cancer.- Breast Cancer Risk Analysis Using Deep Learning on Multi-omics Data Combined with Epigenetic Factors.- Predicting Depression History from a Short Reward/Aversion Task with Behavioral Economic Features.- Machine Learning Algorithm for Epileptic Seizure Prediction from Scalp Eeg Records.- Evaluating the Social Media Users’ Mental Health Status During Covid-19 Pandemic Using Deep Learning.- A System Detection of Atrial Fibrillation Using One Ecg Derivation and Inductive Transfer Learning.- Interpretability and Explainability of Machine Learning Models: Achievements and Challenges.- Cardiovascular Risk Assessment: An Interpretable Machine Learning Approach.- Explainability: Actionable Information Extraction.- Analysis, Design and Development of a Digital Application Prototype for Cognitive Assessment and Training.- Voces – an Open Database of Child and Youth Vowels in Spanish for Research Purposes.- Rehastart: Cognitive Tele-rehabilitation Empowered by Vision Transformers.- Development of a Dashboard Analytics Platform for Dementia Caregivers to Understand Diagnostic Test Results.- Usability of the Peruvian National Death Informatics System Sinadef by Attention Levels.

Textul de pe ultima copertă

This book covers current advances and challenges in biomedical and health informatics. It reports on the latest technologies and on strategies and concepts to implement them for medicine, health and education. Contributions deals with a range of topics, including artificial intelligence and precision medicine, e-health and training, medical devices and wearables, and medical imaging. Gathering the proceedings of the Fifth International Conference on Biomedical and Health Informatics (ICBHI 2022), held on November 24–26, 2022, in Concepción, Chile, this books provides academics and professionals with a timely snapshot of the digital transformation in the field of medicine.

Caracteristici

Reports on research and technologies in medical informatics and AI-based medicine Discusses best practices and challenges for patient monitoring and safety Presents advances in signal/image processing methods