AIMC Topic: Disease Management

Clear Filters Showing 51 to 60 of 106 articles

Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection.

Scientific reports Dec 17, 2020
Recent advancements in deep learning have led to a resurgence of medical imaging and Electronic Medical Record (EMR) models for a variety of applications, including clinical decision support, automated workflow triage, clinical prediction and more. H...
Machine Learning Tomography, X-Ray Computed Electronic Health Records Humans Neural Networks, Computer Disease Management Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted Workflow Clinical Decision-Making Pulmonary Embolism Sensitivity and Specificity
View on PubMed DOI

Milestones for autonomous in vivo microrobots in medical applications.

Surgery Dec 11, 2020
In light of recent developments within both health care and robotics, the use of robots within the human body has become attainable. Here we discuss the milestones for the realization of autonomous microrobots in medical applications. The desired tas...
General Surgery Automation Robotic Surgical Procedures Disease Management Clinical Decision-Making Robotics Humans
View on PubMed DOI

Precision medicine in the era of artificial intelligence: implications in chronic disease management.

Journal of translational medicine Dec 9, 2020
Aberrant metabolism is the root cause of several serious health issues, creating a huge burden to health and leading to diminished life expectancy. A dysregulated metabolism induces the secretion of several molecules which in turn trigger the inflamm...
Humans Diabetes Mellitus Chronic Disease Artificial Intelligence Disease Management Precision Medicine
View on PubMed DOI

Artificial intelligence: Not an oxymoron in surgery.

Surgery Oct 21, 2020
Clinical Decision-Making Disease Management Humans General Surgery Artificial Intelligence
View on PubMed DOI

Introduction to the artificial intelligence in surgery series.

Surgery Oct 21, 2020
General Surgery Humans Artificial Intelligence Decision Support Systems, Clinical Clinical Decision-Making Disease Management
View on PubMed DOI

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 ...
Machine Learning Diabetes Mellitus Disease Management Humans
View on PubMed DOI

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...
Computers, Handheld Machine Learning Algorithms Humans Postoperative Care Telemedicine Disease Management General Surgery Outcome Assessment, Health Care Risk Assessment Postoperative Complications Models, Theoretical Clinical Decision-Making Risk Factors
View on PubMed DOI

Use of artificial intelligence in skin cancer diagnosis and management.

The Medical journal of Australia Sep 6, 2020
Skin Neoplasms Dermoscopy Nevus, Pigmented Skin Disease Management Artificial Intelligence Early Detection of Cancer Algorithms Humans Melanoma
View on PubMed DOI

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
Fluorescein Angiography Wet Macular Degeneration Humans Tomography, Optical Coherence Machine Learning Fundus Oculi Female Disease Management Aged Male
View on PubMed DOI

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 Humans Factor Analysis, Statistical Disease Management
View on PubMed DOI
Popular Topics
Recent Journals