AIMC Topic: Proof of Concept Study

Clear Filters Showing 191 to 200 of 212 articles

Assessing diagnostic performance for common skin diseases using an AI-assisted tele-expertise platform: a proof of concept.

European journal of dermatology : EJD Dec 1, 2024
Advancements in machine learning (ML) are making artificial intelligence more feasible in dermatology, with promising results for diagnosing skin cancers, though few studies cover common or inflammatory dermatoses. To evaluate the diagnostic accuracy...
Algorithms Prospective Studies Female Adult Humans Artificial Intelligence Machine Learning Skin Diseases Telemedicine Dermatology Sensitivity and Specificity Proof of Concept Study Male Middle Aged
View on PubMed DOI

Addressing the Generalizability of AI in Radiology Using a Novel Data Augmentation Framework with Synthetic Patient Image Data: Proof-of-Concept and External Validation for Classification Tasks in Multiple Sclerosis.

Radiology. Artificial intelligence Nov 1, 2024
Artificial intelligence (AI) models often face performance drops after deployment to external datasets. This study evaluated the potential of a novel data augmentation framework based on generative adversarial networks (GANs) that creates synthetic p...
Magnetic Resonance Imaging Middle Aged Adult Humans Datasets as Topic Models, Statistical Artificial Intelligence Male ROC Curve Data Interpretation, Statistical Female Proof of Concept Study Multiple Sclerosis Image Interpretation, Computer-Assisted
View on PubMed DOI

Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing.

Journal of the American Medical Informatics Association : JAMIA Jun 20, 2024
OBJECTIVE: Leverage electronic health record (EHR) audit logs to develop a machine learning (ML) model that predicts which notes a clinician wants to review when seeing oncology patients.
Humans Medical Oncology Metadata Proof of Concept Study Medical Audit Machine Learning Electronic Health Records Logistic Models
View on PubMed DOI

Identifying Nonpatient Authors of Patient Portal Secure Messages in Oncology: A Proof-of-Concept Demonstration of Natural Language Processing Methods.

JCO clinical cancer informatics Dec 1, 2022
PURPOSE: Patient portal secure messages are not always authored by the patient account holder. Understanding who authored the message is particularly important in an oncology setting where symptom reporting is crucial to patient treatment. Natural la...
Natural Language Processing Proof of Concept Study Patient Portals Humans
View on PubMed DOI

Artificial intelligence-assisted frame rate augmentation in fluoroscopy.

Journal of cardiovascular medicine (Hagerstown, Md.) Jan 1, 2022
Proof of Concept Study Pulmonary Artery Humans Fluoroscopy Pulmonary Embolism Artificial Intelligence Image Processing, Computer-Assisted
View on PubMed DOI

Optical microlever assisted DNA stretching.

Optics express Aug 2, 2021
Optical microrobotics is an emerging field that has the potential to improve upon current optical tweezer studies through avenues such as limiting the exposure of biological molecules of interest to laser radiation and overcoming the current limitati...
Optics and Photonics Optical Tweezers Robotics DNA Proof of Concept Study Nucleic Acid Conformation
View on PubMed DOI

High-speed serial deep learning through temporal optical neurons.

Optics express Jun 21, 2021
Deep learning is able to functionally mimic the human brain and thus, it has attracted considerable recent interest. Optics-assisted deep learning is a promising approach to improve forward-propagation speed and reduce the power consumption of electr...
Electronic Data Processing Electric Power Supplies Simulation Training Signal Processing, Computer-Assisted Proof of Concept Study Neural Networks, Computer Deep Learning
View on PubMed DOI

Retinal photograph-based deep learning algorithms for myopia and a blockchain platform to facilitate artificial intelligence medical research: a retrospective multicohort study.

The Lancet. Digital health May 1, 2021
BACKGROUND: By 2050, almost 5 billion people globally are projected to have myopia, of whom 20% are likely to have high myopia with clinically significant risk of sight-threatening complications such as myopic macular degeneration. These are diagnose...
Humans Artificial Intelligence Reproducibility of Results Biomedical Research Algorithms Retrospective Studies Datasets as Topic Proof of Concept Study Blockchain Myopia ROC Curve Deep Learning Retina Area Under Curve Cohort Studies Macular Degeneration
View on PubMed DOI

Somatosensory actuator based on stretchable conductive photothermally responsive hydrogel.

Science robotics Apr 7, 2021
Mimicking biological neuromuscular systems' sensory motion requires the unification of sensing and actuation in a singular artificial muscle material, which must not only actuate but also sense their own motions. These functionalities would be of gre...
Smart Materials Electric Conductivity Proprioception Robotics Feedback, Sensory Porosity Octopodiformes Tensile Strength Light Artificial Organs Temperature Mechanical Phenomena Acrylic Resins Aniline Compounds Proof of Concept Study Animals Muscles Sensation Biomimetic Materials Hydrogels Biomimetics
View on PubMed DOI

A cellular platform for the development of synthetic living machines.

Science robotics Mar 31, 2021
Robot swarms have, to date, been constructed from artificial materials. Motile biological constructs have been created from muscle cells grown on precisely shaped scaffolds. However, the exploitation of emergent self-organization and functional plast...
Synthetic Biology Cilia Swimming Robotics Animals Equipment Design Biomimetic Materials Proof of Concept Study Xenopus laevis In Vitro Techniques Artificial Cells Luminescent Proteins Cellular Automata Cell Movement
View on PubMed DOI
Popular Topics
Recent Journals