AIMC Topic: Medical Informatics

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Artificial Intelligence Technology-Based Medical Information Processing and Emergency First Aid Nursing Management.

Computational and mathematical methods in medicine Feb 4, 2022
This study was aimed at exploring the new management mode of medical information processing and emergency first aid nursing management under the new artificial intelligence technology. This study will use the artificial intelligence algorithm to opti...
Adult Male Middle Aged China Female Aged Young Adult Emergency Nursing Emergency Service, Hospital Medical Informatics First Aid Adolescent Humans Child, Preschool Artificial Intelligence Child Algorithms Computational Biology
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Weakly supervised learning for classification of lung cytological images using attention-based multiple instance learning.

Scientific reports Oct 13, 2021
In cytological examination, suspicious cells are evaluated regarding malignancy and cancer type. To assist this, we previously proposed an automated method based on supervised learning that classifies cells in lung cytological images as benign or mal...
Neural Networks, Computer Retrospective Studies Carcinoma, Squamous Cell Reproducibility of Results Humans Medical Informatics Pattern Recognition, Automated Chromatin Thorax Lung Neoplasms Small Cell Lung Carcinoma Lung Deep Learning Adenocarcinoma Image Processing, Computer-Assisted Supervised Machine Learning Image Interpretation, Computer-Assisted
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A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification.

BioMed research international Oct 12, 2021
A new master-slave binary grey wolf optimizer (MSBGWO) is introduced. A master-slave learning scheme is introduced to the grey wolf optimizer (GWO) to improve its ability to explore and get better solutions in a search space. Five high-dimensional bi...
Neoplasms Databases, Factual Humans Computer Simulation Machine Learning Medical Informatics Female Algorithms Pattern Recognition, Automated Male
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Artificial intelligence-enhanced drug design and development: Toward a computational precision medicine.

Drug discovery today Sep 20, 2021
Artificial Intelligence (AI) relies upon a convergence of technologies with further synergies with life science technologies to capture the value of massive multi-modal data in the form of predictive models supporting decision-making. AI and machine ...
Decision Support Techniques Precision Medicine Drug Design Drug Development Humans Artificial Intelligence Medical Informatics Biomedical Technology Drug Evaluation
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Knowledge Representation and Management: Interest in New Solutions for Ontology Curation.

Yearbook of medical informatics Sep 3, 2021
OBJECTIVE: To select, present and summarize some of the best papers in the field of Knowledge Representation and Management (KRM) published in 2020.
Humans Genomics Medical Informatics Biological Ontologies Health Information Interoperability Unified Medical Language System Knowledge Management
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Notable Papers and New Directions in Sensors, Signals, and Imaging Informatics.

Yearbook of medical informatics Sep 3, 2021
OBJECTIVE: To identify and highlight research papers representing noteworthy developments in signals, sensors, and imaging informatics in 2020.
Medical Informatics Biometry Machine Learning Reproducibility of Results Humans Diagnostic Imaging Electroencephalography Neural Networks, Computer
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Hybrid Gradient Descent Grey Wolf Optimizer for Optimal Feature Selection.

BioMed research international Aug 28, 2021
Feature selection is the process of decreasing the number of features in a dataset by removing redundant, irrelevant, and randomly class-corrected data features. By applying feature selection on large and highly dimensional datasets, the redundant fe...
Medical Informatics Humans Pattern Recognition, Automated Diagnosis, Computer-Assisted Machine Learning Big Data Algorithms Models, Statistical Computer Simulation Reproducibility of Results
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Diagnosis of Wilson Disease and Its Phenotypes by Using Artificial Intelligence.

Biomolecules Aug 20, 2021
WD is caused by variants disrupting copper efflux resulting in excessive copper accumulation mainly in liver and brain. The diagnosis of WD is challenged by its variable clinical course, onset, morbidity, and variant type. Currently it is diagnosed...
Ceruloplasmin Principal Component Analysis Copper Mutation DNA, Mitochondrial Medical Informatics Glutamic Acid Humans Copper-Transporting ATPases Middle Aged Hepatolenticular Degeneration Neural Networks, Computer Diagnosis, Computer-Assisted Artificial Intelligence Fuzzy Logic Algorithms Liver Female Phenotype Adult Brain Male
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High-Risk Prediction of Cardiovascular Diseases via Attention-Based Deep Neural Networks.

IEEE/ACM transactions on computational biology and bioinformatics Jun 3, 2021
High-risk prediction of cardiovascular disease is of great significance and impendency in medical fields with the increasing phenomenon of sub-health these years. Most existing pathological methods for the prognosis prediction are either costly or pr...
Humans Deep Learning Neural Networks, Computer Data Mining Medical Informatics Male Cardiovascular Diseases Middle Aged Risk Assessment Algorithms Electronic Health Records Female Adult
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CCFS: A Confidence-Based Cost-Effective Feature Selection Scheme for Healthcare Data Classification.

IEEE/ACM transactions on computational biology and bioinformatics Jun 3, 2021
Feature selection (FS) is one of the fundamental data processing techniques in various machine learning algorithms, especially for classification of healthcare data. However, it is a challenging issue due to the large search space. Binary Particle Sw...
Cost-Benefit Analysis Medical Informatics Humans Machine Learning Algorithms Databases, Factual
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