AIMC Topic: ROC Curve

Clear Filters Showing 1431 to 1440 of 3402 articles

Comparative analysis of machine learning approaches to classify tumor mutation burden in lung adenocarcinoma using histopathology images.

Scientific reports Aug 16, 2021
Both histologic subtypes and tumor mutation burden (TMB) represent important biomarkers in lung cancer, with implications for patient prognosis and treatment decisions. Typically, TMB is evaluated by comprehensive genomic profiling but this requires ...
Staining and Labeling Carcinoma, Non-Small-Cell Lung Age Factors Area Under Curve Mutation Coloring Agents Sex Factors Datasets as Topic Middle Aged Deep Learning ROC Curve Lung Neoplasms Aged Humans Aged, 80 and over Adult Female Male Smoking Adenocarcinoma of Lung Eosine Yellowish-(YS) Hematoxylin
View on PubMed DOI

Automatic detection of pathological myopia using machine learning.

Scientific reports Aug 16, 2021
Pathological myopia is a severe case of myopia, i.e., nearsightedness. Pathological myopia is also known as degenerative myopia because it ultimately leads to blindness. In pathological myopia, certain myopia-specific pathologies occur at the eye's p...
Models, Neurological Predictive Value of Tests Area Under Curve Datasets as Topic Myopia, Degenerative Humans Deep Learning ROC Curve Image Processing, Computer-Assisted
View on PubMed DOI

Predicting Incident Heart Failure in Women With Machine Learning: The Women's Health Initiative Cohort.

The Canadian journal of cardiology Aug 13, 2021
BACKGROUND: Heart failure (HF) is a leading cause of cardiac morbidity among women, whose risk factors differ from those in men. We used machine-learning approaches to develop risk- prediction models for incident HF in a cohort of postmenopausal wome...
Heart Failure Women's Health Incidence ROC Curve United States Follow-Up Studies Risk Factors Aged Middle Aged Risk Assessment Machine Learning Forecasting Female Humans
View on PubMed DOI

Use of machine learning method on automatic classification of motor subtype of Parkinson's disease based on multilevel indices of rs-fMRI.

Parkinsonism & related disorders Aug 11, 2021
OBJECTIVE: This study aimed to develop an automatic classifier to distinguish different motor subtypes of Parkinson's disease (PD) based on multilevel indices of resting-state functional magnetic resonance imaging (rs-fMRI).
Magnetic Resonance Imaging Parkinson Disease Area Under Curve Postural Balance Male Middle Aged ROC Curve Support Vector Machine Gait Rest Statistics, Nonparametric Multilevel Analysis Humans Machine Learning Brain Female Aged Sensitivity and Specificity
View on PubMed DOI

dSPIC: a deep SPECT image classification network for automated multi-disease, multi-lesion diagnosis.

BMC medical imaging Aug 11, 2021
BACKGROUND: Functional imaging especially the SPECT bone scintigraphy has been accepted as the effective clinical tool for diagnosis, treatment, evaluation, and prevention of various diseases including metastasis. However, SPECT imaging is brightly c...
Humans Neural Networks, Computer ROC Curve Image Interpretation, Computer-Assisted Datasets as Topic Bone and Bones Tomography, Emission-Computed, Single-Photon Whole Body Imaging
View on PubMed DOI

A New Deep Learning-Based Methodology for Video Deepfake Detection Using XGBoost.

Sensors (Basel, Switzerland) Aug 10, 2021
Currently, face-swapping deepfake techniques are widely spread, generating a significant number of highly realistic fake videos that threaten the privacy of people and countries. Due to their devastating impacts on the world, distinguishing between r...
Neural Networks, Computer Deep Learning ROC Curve Humans
View on PubMed DOI

Automatic detection of 39 fundus diseases and conditions in retinal photographs using deep neural networks.

Nature communications Aug 10, 2021
Retinal fundus diseases can lead to irreversible visual impairment without timely diagnoses and appropriate treatments. Single disease-based deep learning algorithms had been developed for the detection of diabetic retinopathy, age-related macular de...
Deep Learning ROC Curve Diabetic Retinopathy Fundus Oculi Neural Networks, Computer Humans Macular Degeneration Glaucoma Retinal Diseases Algorithms Photography
View on PubMed DOI

Machine learning model for early prediction of acute kidney injury (AKI) in pediatric critical care.

Critical care (London, England) Aug 10, 2021
BACKGROUND: Acute kidney injury (AKI) in pediatric critical care patients is diagnosed using elevated serum creatinine, which occurs only after kidney impairment. There are no treatments other than supportive care for AKI once it has developed, so it...
Young Adult Male Infant Severity of Illness Index Computer Simulation Acute Kidney Injury Female Infant, Newborn Intensive Care Units, Pediatric ROC Curve Area Under Curve Adolescent Critical Care Cohort Studies Humans Pediatrics Child, Preschool Machine Learning Child
View on PubMed DOI

Radiomics Analysis Based on Automatic Image Segmentation of DCE-MRI for Predicting Triple-Negative and Nontriple-Negative Breast Cancer.

Computational and mathematical methods in medicine Aug 10, 2021
PURPOSE: To investigate whether quantitative radiomics features extracted from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) could be used to differentiate triple-negative breast cancer (TNBC) and nontriple-negative breast cancer (no...
Principal Component Analysis Image Interpretation, Computer-Assisted Deep Learning Aged China Adult Computational Biology Cohort Studies Breast Neoplasms Humans Triple Negative Breast Neoplasms ROC Curve Middle Aged Software Contrast Media Retrospective Studies Magnetic Resonance Imaging Female
View on PubMed DOI

Diagnostic performance of deep-learning-based screening methods for diabetic retinopathy in primary care-A meta-analysis.

PloS one Aug 10, 2021
BACKGROUND: Diabetic retinopathy (DR) affects 10-24% of patients with diabetes mellitus type 1 or 2 in the primary care (PC) sector. As early detection is crucial for treatment, deep learning screening methods in PC setting could potentially aid in a...
Deep Learning ROC Curve Humans Primary Health Care Predictive Value of Tests Diabetic Retinopathy Mass Screening Odds Ratio Publication Bias
View on PubMed DOI
Popular Topics
Recent Journals