AIMC Topic: ROC Curve

Clear Filters Showing 2031 to 2040 of 3403 articles

A hybrid self-attention deep learning framework for multivariate sleep stage classification.

BMC bioinformatics Dec 2, 2019
BACKGROUND: Sleep is a complex and dynamic biological process characterized by different sleep patterns. Comprehensive sleep monitoring and analysis using multivariate polysomnography (PSG) records has achieved significant efforts to prevent sleep-re...
Algorithms Databases as Topic Deep Learning Multivariate Analysis ROC Curve Polysomnography Humans Sleep Stages Electroencephalography
View on PubMed DOI

Multimodal deep representation learning for protein interaction identification and protein family classification.

BMC bioinformatics Dec 2, 2019
BACKGROUND: Protein-protein interactions(PPIs) engage in dynamic pathological and biological procedures constantly in our life. Thus, it is crucial to comprehend the PPIs thoroughly such that we are able to illuminate the disease occurrence, achieve ...
Databases, Protein Area Under Curve Amino Acid Sequence Saccharomyces cerevisiae Deep Learning ROC Curve Protein Binding Proteins Algorithms Reproducibility of Results Animals Protein Interaction Mapping Humans Neural Networks, Computer
View on PubMed DOI

DeepEP: a deep learning framework for identifying essential proteins.

BMC bioinformatics Dec 2, 2019
BACKGROUND: Essential proteins are crucial for cellular life and thus, identification of essential proteins is an important topic and a challenging problem for researchers. Recently lots of computational approaches have been proposed to handle this p...
Algorithms Deep Learning ROC Curve Protein Interaction Maps Proteins Humans Neural Networks, Computer Machine Learning
View on PubMed DOI

Machine learning-based dynamic mortality prediction after traumatic brain injury.

Scientific reports Nov 27, 2019
Our aim was to create simple and largely scalable machine learning-based algorithms that could predict mortality in a real-time fashion during intensive care after traumatic brain injury. We performed an observational multicenter study including adul...
Female Aged Adult Male Humans Machine Learning Intracranial Pressure Prognosis Glasgow Coma Scale Middle Aged Intensive Care Units Cerebrovascular Circulation ROC Curve Logistic Models Brain Injuries, Traumatic
View on PubMed DOI

Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age-related macular degeneration.

Acta ophthalmologica Nov 26, 2019
PURPOSE: To validate the performance of a commercially available, CE-certified deep learning (DL) system, RetCAD v.1.3.0 (Thirona, Nijmegen, The Netherlands), for the joint automatic detection of diabetic retinopathy (DR) and age-related macular dege...
Humans Diagnostic Techniques, Ophthalmological Diabetic Retinopathy Algorithms Deep Learning ROC Curve Macular Degeneration
View on PubMed DOI

Radiomics based on F-FDG PET/CT could differentiate breast carcinoma from breast lymphoma using machine-learning approach: A preliminary study.

Cancer medicine Nov 25, 2019
PURPOSE: Our study assessed the ability F-fluorodeoxyglucose (FDG) positron emission tomography (PET)/computed tomography (CT) radiomics to differentiate breast carcinoma from breast lymphoma using machine-learning approach.
Retrospective Studies Female Aged Aged, 80 and over Middle Aged ROC Curve Image Processing, Computer-Assisted Radiopharmaceuticals Adult Breast Neoplasms Fluorodeoxyglucose F18 Follow-Up Studies Humans Lymphoma Diagnosis, Differential Machine Learning Positron Emission Tomography Computed Tomography Prognosis
View on PubMed DOI

Prediction of lithium response using clinical data.

Acta psychiatrica Scandinavica Nov 22, 2019
OBJECTIVE: Promptly establishing maintenance therapy could reduce morbidity and mortality in patients with bipolar disorder. Using a machine learning approach, we sought to evaluate whether lithium responsiveness (LR) is predictable using clinical ma...
Machine Learning Female Risk Factors Adult Humans Lithium Compounds Antimanic Agents ROC Curve Treatment Outcome Area Under Curve Male Middle Aged Disease Progression Bipolar Disorder Age of Onset Sleep Initiation and Maintenance Disorders Clinical Decision Rules
View on PubMed DOI

Analyzing gene expression data for pediatric and adult cancer diagnosis using logic learning machine and standard supervised methods.

BMC bioinformatics Nov 22, 2019
BACKGROUND: Logic Learning Machine (LLM) is an innovative method of supervised analysis capable of constructing models based on simple and intelligible rules. In this investigation the performance of LLM in classifying patients with cancer was evalua...
Logic Machine Learning Female Adult Male ROC Curve Gene Expression Regulation, Neoplastic Databases, Genetic Neoplasms Child Humans Neural Networks, Computer
View on PubMed DOI

Deep learning-based detection system for multiclass lesions on chest radiographs: comparison with observer readings.

European radiology Nov 20, 2019
OBJECTIVE: To investigate the feasibility of a deep learning-based detection (DLD) system for multiclass lesions on chest radiograph, in comparison with observers.
Radiography, Thoracic Pneumothorax Pleural Diseases Deep Learning ROC Curve Lung Neoplasms Solitary Pulmonary Nodule Adult Pleural Effusion Sensitivity and Specificity Lung Diseases Male Lung Diseases, Interstitial Middle Aged Area Under Curve Humans Radiography Female Aged
View on PubMed DOI

Machine learning-based multiparametric MRI radiomics for predicting the aggressiveness of papillary thyroid carcinoma.

European journal of radiology Nov 20, 2019
PURPOSE: To investigate the predictive capability of machine learning-based multiparametric magnetic resonance (MR) imaging radiomics for evaluating the aggressiveness of papillary thyroid carcinoma (PTC) preoperatively.
Middle Aged Humans Female Cohort Studies Neck Thyroid Neoplasms Machine Learning Young Adult ROC Curve Prospective Studies Adult Thyroid Cancer, Papillary Prognosis Male Diffusion Magnetic Resonance Imaging Multiparametric Magnetic Resonance Imaging
View on PubMed DOI
Popular Topics
Recent Journals