AIMC Topic: Datasets as Topic

Clear Filters Showing 931 to 940 of 1105 articles

Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression.

Briefings in bioinformatics Sep 2, 2021
Glioblastoma (GBM) is a common malignant brain tumor which often presents as a comorbidity with central nervous system (CNS) disorders. Both CNS disorders and GBM cells release glutamate and show an abnormality, but differ in cellular behavior. So, t...
Neoplasm Proteins Glioblastoma Datasets as Topic Computational Biology Gene Expression Regulation, Neoplastic Signal Transduction Molecular Sequence Annotation Gene Ontology Atlases as Topic Glutamic Acid Central Nervous System Proportional Hazards Models Kaplan-Meier Estimate Humans Gene Expression Profiling Machine Learning Brain Neoplasms Gene Regulatory Networks
View on PubMed DOI

Clinician-driven artificial intelligence in ophthalmology: resources enabling democratization.

Current opinion in ophthalmology Sep 1, 2021
PURPOSE OF REVIEW: This article aims to discuss the current state of resources enabling the democratization of artificial intelligence (AI) in ophthalmology.
Humans Datasets as Topic Cloud Computing Health Resources Artificial Intelligence Machine Learning Health Services Accessibility Delivery of Health Care Ophthalmology
View on PubMed DOI

The Clinician and Dataset Shift in Artificial Intelligence.

The New England journal of medicine Jul 15, 2021
Humans Artificial Intelligence Information Technology Datasets as Topic Machine Learning Medical Informatics
View on PubMed DOI

Transfer learning for mobile real-time face mask detection and localization.

Journal of the American Medical Informatics Association : JAMIA Jul 14, 2021
OBJECTIVE: Due to the COVID-19 pandemic, our daily habits have suddenly changed. Gatherings are forbidden and, even when it is possible to leave the home for health or work reasons, it is necessary to wear a face mask to reduce the possibility of con...
Humans COVID-19 Automated Facial Recognition Datasets as Topic Masks Female Male Deep Learning
View on PubMed DOI

Convolutional Neural Network Models for Automatic Preoperative Severity Assessment in Unilateral Cleft Lip.

Plastic and reconstructive surgery Jul 1, 2021
BACKGROUND: Despite the wide range of cleft lip morphology, consistent scales to categorize preoperative severity do not exist. Machine learning has been used to increase accuracy and efficiency in detection and rating of multiple conditions, yet it ...
Nose Photography Counseling Rhinoplasty Feasibility Studies Remote Consultation Automated Facial Recognition Datasets as Topic Preoperative Period Cleft Lip Image Processing, Computer-Assisted Mobile Applications Anatomic Landmarks Clinical Decision-Making Severity of Illness Index Deep Learning Humans
View on PubMed DOI

3D brain glioma segmentation in MRI through integrating multiple densely connected 2D convolutional neural networks.

Journal of Zhejiang University. Science. B Jun 15, 2021
To overcome the computational burden of processing three-dimensional (3D) medical scans and the lack of spatial information in two-dimensional (2D) medical scans, a novel segmentation method was proposed that integrates the segmentation results of th...
Humans Neural Networks, Computer Magnetic Resonance Imaging Brain Neoplasms Imaging, Three-Dimensional Datasets as Topic Image Processing, Computer-Assisted Glioma
View on PubMed DOI

Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.

Journal of the American Medical Informatics Association : JAMIA Jun 12, 2021
OBJECTIVE: Reticular pseudodrusen (RPD), a key feature of age-related macular degeneration (AMD), are poorly detected by human experts on standard color fundus photography (CFP) and typically require advanced imaging modalities such as fundus autoflu...
Humans Aged Male Computer Simulation Female Macular Degeneration Diagnosis, Computer-Assisted Deep Learning Datasets as Topic Fundus Oculi Retinal Drusen
View on PubMed DOI

Pretraining model for biological sequence data.

Briefings in functional genomics Jun 9, 2021
With the development of high-throughput sequencing technology, biological sequence data reflecting life information becomes increasingly accessible. Particularly on the background of the COVID-19 pandemic, biological sequence data play an important r...
High-Throughput Nucleotide Sequencing Datasets as Topic Models, Theoretical Natural Language Processing Humans Data Mining Algorithms Software Deep Learning Computational Biology
View on PubMed DOI

Synthetic data in machine learning for medicine and healthcare.

Nature biomedical engineering Jun 1, 2021
The proliferation of synthetic data in artificial intelligence for medicine and healthcare raises concerns about the vulnerabilities of the software and the challenges of current policy.
Diagnosis, Computer-Assisted Humans Kidney Neoplasms Image Interpretation, Computer-Assisted Diagnostic Imaging Machine Learning Carcinoma, Renal Cell Datasets as Topic Quality Control Delivery of Health Care Information Theory Synthetic Biology
View on PubMed DOI

TERL: classification of transposable elements by convolutional neural networks.

Briefings in bioinformatics May 20, 2021
Transposable elements (TEs) are the most represented sequences occurring in eukaryotic genomes. Few methods provide the classification of these sequences into deeper levels, such as superfamily level, which could provide useful and detailed informati...
Neural Networks, Computer Datasets as Topic DNA Transposable Elements
View on PubMed DOI
Popular Topics
Recent Journals