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Algorithms - AI Medical Compendium

AIMC Topic: Algorithms

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The use and performance of artificial intelligence applications in dental and maxillofacial radiology: A systematic review.

Dento maxillo facial radiology Aug 14, 2019
OBJECTIVES: To investigate the current clinical applications and diagnostic performance of artificial intelligence (AI) in dental and maxillofacial radiology (DMFR).
Reproducibility of Results Radiology Radiography, Dental Artificial Intelligence Algorithms Humans
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An interpretable natural language processing system for written medical examination assessment.

Journal of biomedical informatics Aug 14, 2019
OBJECTIVE: The assessment of written medical examinations is a tedious and expensive process, requiring significant amounts of time from medical experts. Our objective was to develop a natural language processing (NLP) system that can expedite the as...
Software Algorithms Reproducibility of Results Schools, Medical Humans Fuzzy Logic Unified Medical Language System Natural Language Processing Clinical Competence Medical Records Educational Measurement Data Collection Data Curation Education, Medical Pattern Recognition, Automated Licensure, Medical
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Mankind and the machine: A relationship of symbiosis or conflict?

Cancer cytopathology Aug 14, 2019
Symbiosis Humans Image Processing, Computer-Assisted Body Fluids Artificial Intelligence Algorithms
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Artificial Intelligence Approach To Investigate the Longevity Drug.

The journal of physical chemistry letters Aug 14, 2019
Longevity is a very important and interesting topic, and has been demonstrated to be related to longevity. We combined network pharmacology, machine learning, deep learning, and molecular dynamics (MD) simulation to investigate potent lead drugs. Re...
Databases, Factual Molecular Docking Simulation Drug Discovery Protein Interaction Maps Artificial Intelligence Algorithms Klotho Proteins Glucuronidase Receptor, IGF Type 1 Antigens, CD Protein Binding Signal Transduction Medicine, Chinese Traditional Thermodynamics Ligands Receptor, Insulin Inhibitory Concentration 50 Binding Sites
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Systematic outperformance of 112 dermatologists in multiclass skin cancer image classification by convolutional neural networks.

European journal of cancer (Oxford, England : 1990) Aug 14, 2019
BACKGROUND: Recently, convolutional neural networks (CNNs) systematically outperformed dermatologists in distinguishing dermoscopic melanoma and nevi images. However, such a binary classification does not reflect the clinical reality of skin cancer s...
Hospitals, University Nevus Surveys and Questionnaires Diagnosis, Differential Biopsy Dermatologists Dermoscopy Humans Sensitivity and Specificity Neural Networks, Computer Male Melanoma Skin Neoplasms Algorithms Female
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Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy.

Physics in medicine and biology Aug 14, 2019
External-beam radiotherapy followed by high dose rate (HDR) brachytherapy is the standard-of-care for treating gynecologic cancers. The enhanced soft-tissue contrast provided by magnetic resonance imaging (MRI) makes it a valuable imaging modality fo...
Humans Neural Networks, Computer Algorithms Female Pattern Recognition, Automated Image Processing, Computer-Assisted Brachytherapy Genital Neoplasms, Female Magnetic Resonance Imaging Radiotherapy, Image-Guided Catheters, Indwelling
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Can Machine Learning help us in dealing with treatment resistant depression? A review.

Journal of affective disorders Aug 13, 2019
BACKGROUND: About one third of patients treated with antidepressant do not show sufficient symptoms relief and up to 15% of patients remain symptomatic even after multiple trials are applied, configuring a state called treatment resistant depression ...
Drug Resistance Evidence-Based Practice Depressive Disorder, Treatment-Resistant Machine Learning Male Algorithms Humans Disease Management Female Adult Antidepressive Agents
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Reconstructing commuters network using machine learning and urban indicators.

Scientific reports Aug 13, 2019
Human mobility has a significant impact on several layers of society, from infrastructural planning and economics to the spread of diseases and crime. Representing the system as a complex network, in which nodes are assigned to regions (e.g., a city)...
Algorithms Humans Human Migration Machine Learning Cities Transportation
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Modeling of linear programming and extended TOPSIS in decision making problem under the framework of picture fuzzy sets.

PloS one Aug 13, 2019
Picture fuzzy sets (PFSs) are comparatively a new extension of fuzzy sets which describe the human opinions that has more answers like acceptance, rejection, neutral and desist, which cannot be correctly presented in fuzzy sets (FSs) and intuitionist...
Programming, Linear Algorithms Fuzzy Logic Decision Making
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Home care aides' observations and machine learning algorithms for the prediction of visits to emergency departments by older community-dwelling individuals receiving home care assistance: A proof of concept study.

PloS one Aug 13, 2019
BACKGROUND: Older individuals receiving home assistance are at high risk for emergency visits and unplanned hospitalization. Anticipating their health difficulties could prevent these events. This study investigated the effectiveness of an at-home mo...
Algorithms Emergency Service, Hospital Geriatric Assessment Prospective Studies Humans Aged, 80 and over Hospitalization Female Proof of Concept Study Machine Learning Male Aged Independent Living Surveys and Questionnaires Home Care Services Frail Elderly Home Health Aides Predictive Value of Tests
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