AIMC Topic: Disease Management

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Introduction to the artificial intelligence in surgery series.

Surgery Oct 21, 2020
Decision Support Systems, Clinical Humans Disease Management Artificial Intelligence General Surgery Clinical Decision-Making
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Defining and Classifying New Subgroups of Diabetes.

Annual review of medicine Oct 16, 2020
An etiologically based classification of diabetes is needed to account for the heterogeneity of type 1 and type 2 diabetes (T1D and T2D) and emerging forms of diabetes worldwide. It may be productive for both classification and clinical discovery to ...
Humans Machine Learning Diabetes Mellitus Disease Management
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Leveraging interpretable machine learning algorithms to predict postoperative patient outcomes on mobile devices.

Surgery Sep 9, 2020
Setting patient and family expectations for postoperative outcomes is an important aspect of care, a cornerstone of which is accurate, personalized, and explainable risk estimation. Modern machine learning offers a plethora of models that can effecti...
Humans Machine Learning Algorithms Telemedicine Outcome Assessment, Health Care Disease Management Clinical Decision-Making General Surgery Postoperative Complications Risk Factors Computers, Handheld Models, Theoretical Risk Assessment Postoperative Care
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Use of artificial intelligence in skin cancer diagnosis and management.

The Medical journal of Australia Sep 6, 2020
Skin Neoplasms Dermoscopy Early Detection of Cancer Artificial Intelligence Algorithms Melanoma Humans Skin Disease Management Nevus, Pigmented
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Generative adversarial networks to predict treatment response for neovascular age-related macular degeneration: interesting, but is it useful?

The British journal of ophthalmology Aug 29, 2020
Male Tomography, Optical Coherence Fundus Oculi Machine Learning Female Aged Disease Management Fluorescein Angiography Wet Macular Degeneration Humans
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Future possibilities for artificial intelligence in the practical management of hypertension.

Hypertension research : official journal of the Japanese Society of Hypertension Jul 13, 2020
The use of artificial intelligence in numerous prediction and classification tasks, including clinical research and healthcare management, is becoming increasingly more common. This review describes the current status and a future possibility for art...
Artificial Intelligence Hypertension Blood Pressure Determination Factor Analysis, Statistical Disease Management Humans
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Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review.

Oral oncology Jul 13, 2020
This systematic review analyses and describes the application and diagnostic accuracy of Artificial Intelligence (AI) methods used for detection and grading of potentially malignant (pre-cancerous) and cancerous head and neck lesions using whole slid...
Disease Management Precancerous Conditions Disease Susceptibility Databases, Genetic Neoplasm Staging Neoplasm Grading Algorithms Deep Learning Head and Neck Neoplasms Humans Artificial Intelligence
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Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors.

Sensors (Basel, Switzerland) Jul 10, 2020
Wearable continuous glucose monitoring (CGM) sensors are revolutionizing the treatment of type 1 diabetes (T1D). These sensors provide in real-time, every 1-5 min, the current blood glucose concentration and its rate-of-change, two key pieces of info...
Humans Artificial Intelligence Wearable Electronic Devices Blood Glucose Disease Management Diabetes Mellitus, Type 1 Insulin Infusion Systems Blood Glucose Self-Monitoring
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Artificial intelligence in diagnosis and management of COVID-19 in dermatology.

Dermatologic therapy Jul 3, 2020
Coronavirus Infections Dermatology Disease Management Betacoronavirus Pneumonia, Viral SARS-CoV-2 Comorbidity Skin Diseases Artificial Intelligence Pandemics COVID-19 Humans
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An artificial intelligence decision support system for the management of type 1 diabetes.

Nature metabolism Jun 1, 2020
Type 1 diabetes (T1D) is characterized by pancreatic beta cell dysfunction and insulin depletion. Over 40% of people with T1D manage their glucose through multiple injections of long-acting basal and short-acting bolus insulin, so-called multiple dai...
Diabetes Mellitus, Type 1 Humans Hyperglycemia Artificial Intelligence Hypoglycemic Agents Computer Simulation Algorithms Insulin Infusion Systems Reproducibility of Results Blood Glucose Hypoglycemia Adult Insulin Disease Management Decision Support Systems, Clinical Glycemic Control
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