AIMC Topic: Datasets as Topic

Clear Filters Showing 991 to 1000 of 1098 articles

EHAI: Enhanced Human Microbe-Disease Association Identification.

Current protein & peptide science Jan 1, 2020
Recently, an increasing number of biological and clinical reports have demonstrated that imbalance of microbial community has the ability to play important roles among several complex diseases concerning human health. Having a good knowledge of disco...
Microbiota Datasets as Topic Humans Machine Learning Databases, Factual Colorectal Neoplasms ROC Curve Genetic Association Studies Models, Statistical
View on PubMed DOI

An Improved B-hill Climbing Optimization Technique for Solving the Text Documents Clustering Problem.

Current medical imaging Jan 1, 2020
BACKGROUND: Considering the increasing volume of text document information on Internet pages, dealing with such a tremendous amount of knowledge becomes totally complex due to its large size. Text clustering is a common optimization problem used to m...
Humans Datasets as Topic Artificial Intelligence Mathematical Computing Algorithms Cluster Analysis Data Mining
View on PubMed DOI

A Machine Learning Framework for Assessment of Cognitive and Functional Impairments in Alzheimer's Disease: Data Preprocessing and Analysis.

The journal of prevention of Alzheimer's disease Jan 1, 2020
The neuropsychological scores and Functional Activities Questionnaire (FAQ) are significant to measure the cognitive and functional domain of the patients affected by the Alzheimer's Disease. Further, there are standardized dataset available today th...
Machine Learning Cognitive Dysfunction Logistic Models Alzheimer Disease Humans Executive Function Mental Status and Dementia Tests Activities of Daily Living Datasets as Topic Memory
View on PubMed DOI

Convolutional Neural Network-based MR Image Analysis for Alzheimer's Disease Classification.

Current medical imaging reviews Jan 1, 2020
BACKGROUND: In this study, we used a convolutional neural network (CNN) to classify Alzheimer's disease (AD), mild cognitive impairment (MCI), and normal control (NC) subjects based on images of the hippocampus region extracted from magnetic resonanc...
Datasets as Topic Brain Mapping Alzheimer Disease Image Interpretation, Computer-Assisted Hippocampus Case-Control Studies Cognitive Dysfunction Magnetic Resonance Imaging Humans Neural Networks, Computer
View on PubMed DOI

Evolution of Machine Learning Algorithms in the Prediction and Design of Anticancer Peptides.

Current protein & peptide science Jan 1, 2020
Peptides act as promising anticancer agents due to their ease of synthesis and modifications, enhanced tumor penetration, and less systemic toxicity. However, only limited success has been achieved so far, as experimental design and synthesis of anti...
Humans Machine Learning Software Neoplasms Peptides Antineoplastic Agents Databases, Protein Internet Datasets as Topic
View on PubMed DOI

An Overview on Predicting Protein Subchloroplast Localization by using Machine Learning Methods.

Current protein & peptide science Jan 1, 2020
The chloroplast is a type of subcellular organelle of green plants and eukaryotic algae, which plays an important role in the photosynthesis process. Since the function of a protein correlates with its location, knowing its subchloroplast localizatio...
Plants Amino Acid Sequence Datasets as Topic Protein Transport Gene Expression Regulation, Plant Chloroplast Proteins Chloroplasts Machine Learning Computational Biology Proteome Models, Statistical
View on PubMed DOI

Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network.

JAMA dermatology Jan 1, 2020
IMPORTANCE: Detection of cutaneous cancer on the face using deep-learning algorithms has been challenging because various anatomic structures create curves and shades that confuse the algorithm and can potentially lead to false-positive results.
Datasets as Topic Face Photography Adult Male Middle Aged ROC Curve Image Processing, Computer-Assisted Skin Neoplasms Carcinoma, Basal Cell Carcinoma, Squamous Cell Aged Humans Skin Neural Networks, Computer Keratinocytes Female
View on PubMed DOI

Deep convolutional neural network applied to the liver imaging reporting and data system (LI-RADS) version 2014 category classification: a pilot study.

Abdominal radiology (New York) Jan 1, 2020
PURPOSE: To develop a deep convolutional neural network (CNN) model to categorize multiphase CT and MRI liver observations using the liver imaging reporting and data system (LI-RADS) (version 2014).
Humans Neural Networks, Computer Tomography, X-Ray Computed Reproducibility of Results Feasibility Studies Image Interpretation, Computer-Assisted Datasets as Topic Liver Diseases Pilot Projects Magnetic Resonance Imaging Liver Radiology Information Systems
View on PubMed DOI

Imputation and characterization of uncoded self-harm in major mental illness using machine learning.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: We aimed to impute uncoded self-harm in administrative claims data of individuals with major mental illness (MMI), characterize self-harm incidence, and identify factors associated with coding bias.
Clinical Coding Adult Male Suicidal Ideation Incidence Datasets as Topic Classification Self-Injurious Behavior Algorithms Mental Disorders Electronic Health Records Female Humans Machine Learning
View on PubMed DOI

Ensuring electronic medical record simulation through better training, modeling, and evaluation.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: Electronic medical records (EMRs) can support medical research and discovery, but privacy risks limit the sharing of such data on a wide scale. Various approaches have been developed to mitigate risk, including record simulation via genera...
Computer Simulation Electronic Health Records Female Adult Humans Neural Networks, Computer Data Anonymization Privacy Datasets as Topic Age Distribution Male Child Models, Theoretical
View on PubMed DOI
Popular Topics
Recent Journals