AIMC Topic: ROC Curve

Clear Filters Showing 1841 to 1850 of 3403 articles

Explaining the Rationale of Deep Learning Glaucoma Decisions with Adversarial Examples.

Ophthalmology Jun 26, 2020
PURPOSE: To illustrate what is inside the so-called black box of deep learning models (DLMs) so that clinicians can have greater confidence in the conclusions of artificial intelligence by evaluating adversarial explanation on its ability to explain ...
Glaucoma Artificial Intelligence Machine Learning Female Optic Disk Humans Male Middle Aged Deep Learning ROC Curve Decision Making
View on PubMed DOI

Truncated inception net: COVID-19 outbreak screening using chest X-rays.

Physical and engineering sciences in medicine Jun 25, 2020
Since December 2019, the Coronavirus Disease (COVID-19) pandemic has caused world-wide turmoil in a short period of time, and the infection, caused by SARS-CoV-2, is spreading rapidly. AI-driven tools are used to identify Coronavirus outbreaks as wel...
Radiography, Thoracic Betacoronavirus Pneumonia, Viral Lung ROC Curve Models, Statistical Coronavirus Infections COVID-19 Databases, Factual Tomography, X-Ray Computed SARS-CoV-2 Humans Neural Networks, Computer Pandemics
View on PubMed DOI

Single-Cell Classification Using Mass Spectrometry through Interpretable Machine Learning.

Analytical chemistry Jun 25, 2020
The brain consists of organized ensembles of cells that exhibit distinct morphologies, cellular connectivity, and dynamic biochemistries that control the executive functions of an organism. However, the relationships between chemical heterogeneity, c...
Machine Learning Animals ROC Curve Hippocampus Single-Cell Analysis Principal Component Analysis Rats Area Under Curve Mass Spectrometry Cerebellum Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
View on PubMed DOI

Serum markers improve current prediction of metastasis development in early-stage melanoma patients: a machine learning-based study.

Molecular oncology Jun 24, 2020
Metastasis development represents an important threat for melanoma patients, even when diagnosed at early stages and upon removal of the primary tumor. In this scenario, determination of prognostic biomarkers would be of great interest. Serum contain...
Humans Machine Learning Cytokines Prognosis Middle Aged Female Peptides Melanoma ROC Curve Biomarkers, Tumor Neoplasm Staging Male Neoplasm Metastasis
View on PubMed DOI

A deep learning algorithm to detect the presence of basal cell carcinoma on Mohs micrographic surgery frozen sections.

Journal of the American Academy of Dermatology Jun 23, 2020
Feasibility Studies Image Interpretation, Computer-Assisted False Negative Reactions Proof of Concept Study Frozen Sections Carcinoma, Basal Cell Humans Mohs Surgery Deep Learning Retrospective Studies Pilot Projects Skin Neoplasms ROC Curve Skin
View on PubMed DOI

From Local to Global: A Graph Framework for Retinal Artery/Vein Classification.

IEEE transactions on nanobioscience Jun 23, 2020
Fundus photography has been widely used for inspecting eye disorders by ophthalmologists or computer algorithms. Biomarkers related to retinal vessels plays an essential role to detect early diabetes. To quantify vascular biomarkers or the correspond...
Image Processing, Computer-Assisted Fluorescein Angiography Retinal Vessels Aged Humans Male Diabetic Retinopathy Middle Aged Neural Networks, Computer ROC Curve Female
View on PubMed DOI

On-line anxiety level detection from biosignals: Machine learning based on a randomized controlled trial with spider-fearful individuals.

PloS one Jun 23, 2020
We present performance results concerning the validation for anxiety level detection based on trained mathematical models using supervised machine learning techniques. The model training is based on biosignals acquired in a randomized controlled tria...
Randomized Controlled Trials as Topic Animals Spiders Humans Area Under Curve Adolescent Machine Learning Telemedicine ROC Curve Young Adult Phobic Disorders Electrocardiography Adult
View on PubMed DOI

Prediction of response to anti-vascular endothelial growth factor treatment in diabetic macular oedema using an optical coherence tomography-based machine learning method.

Acta ophthalmologica Jun 22, 2020
PURPOSE: To predict the anti-vascular endothelial growth factor (VEGF) therapeutic response of diabetic macular oedema (DME) patients from optical coherence tomography (OCT) at the initiation stage of treatment using a machine learning-based self-exp...
ROC Curve Angiogenesis Inhibitors Follow-Up Studies Visual Acuity Tomography, Optical Coherence Female Aged Male Middle Aged Macular Edema Vascular Endothelial Growth Factor A Intravitreal Injections Humans Diabetic Retinopathy Machine Learning Algorithms Prognosis Retrospective Studies
View on PubMed DOI

Clinical-Grade Detection of Microsatellite Instability in Colorectal Tumors by Deep Learning.

Gastroenterology Jun 17, 2020
BACKGROUND & AIMS: Microsatellite instability (MSI) and mismatch-repair deficiency (dMMR) in colorectal tumors are used to select treatment for patients. Deep learning can detect MSI and dMMR in tumor samples on routine histology slides faster and le...
Female Adult Colorectal Neoplasms Brain Neoplasms Male Humans Neoplastic Syndromes, Hereditary Mismatch Repair Endonuclease PMS2 MutS Homolog 2 Protein Predictive Value of Tests Microsatellite Instability DNA-Binding Proteins MutL Protein Homolog 1 Middle Aged Deep Learning Cohort Studies ROC Curve
View on PubMed DOI

Use of Machine Learning and Artificial Intelligence to predict SARS-CoV-2 infection from Full Blood Counts in a population.

International immunopharmacology Jun 16, 2020
Since December 2019 the novel coronavirus SARS-CoV-2 has been identified as the cause of the pandemic COVID-19. Early symptoms overlap with other common conditions such as common cold and Influenza, making early screening and diagnosis are crucial go...
Clinical Laboratory Techniques Humans Betacoronavirus SARS-CoV-2 Neural Networks, Computer Pneumonia, Viral Coronavirus Infections Brazil Machine Learning COVID-19 Testing ROC Curve Pandemics Datasets as Topic Mass Screening COVID-19 Blood Cell Count Models, Statistical Prognosis
View on PubMed DOI
Popular Topics
Recent Journals