AIMC Topic: Sensitivity and Specificity

Clear Filters Showing 851 to 860 of 2876 articles

Deep learning algorithm performs similarly to radiologists in the assessment of prostate volume on MRI.

European radiology Nov 12, 2022
OBJECTIVES: Prostate volume (PV) in combination with prostate specific antigen (PSA) yields PSA density which is an increasingly important biomarker. Calculating PV from MRI is a time-consuming, radiologist-dependent task. The aim of this study was t...
Deep Learning Magnetic Resonance Imaging Organ Size Sensitivity and Specificity Male Radiologists Observer Variation Prostatic Neoplasms Prostate-Specific Antigen Prostate Humans Algorithms Retrospective Studies
View on PubMed DOI

Automated Detection of Cerebral Aneurysms on TOF-MRA Using a Deep Learning Approach: An External Validation Study.

AJNR. American journal of neuroradiology Nov 10, 2022
BACKGROUND AND PURPOSE: Cerebral aneurysms yield the risk of rupture, severe disability and death. Thus, early detection of cerebral aneurysms is crucial to ensure timely treatment, if necessary. AI-based software tools are expected to enhance radiol...
Humans Magnetic Resonance Angiography Angiography, Digital Subtraction Intracranial Aneurysm Artificial Intelligence Reproducibility of Results Retrospective Studies Sensitivity and Specificity Deep Learning
View on PubMed DOI

Ferrobotic swarms enable accessible and adaptable automated viral testing.

Nature Nov 9, 2022
Expanding our global testing capacity is critical to preventing and containing pandemics. Accordingly, accessible and adaptable automated platforms that in decentralized settings perform nucleic acid amplification tests resource-efficiently are requi...
Humans Pandemics Sensitivity and Specificity COVID-19 Molecular Diagnostic Techniques Nucleic Acid Amplification Techniques Automation Algorithms Magnets SARS-CoV-2 Indicators and Reagents Robotics RNA, Viral COVID-19 Testing
View on PubMed DOI

End-to-end deep learning model for segmentation and severity staging of anterior cruciate ligament injuries from MRI.

Diagnostic and interventional imaging Oct 31, 2022
PURPOSE: The purpose of this study was to develop a semi-supervised segmentation and classification deep learning model for the diagnosis of anterior cruciate ligament (ACL) tears on MRI based on a semi-supervised framework, double-linear layers U-Ne...
Male Deep Learning Magnetic Resonance Imaging Adult Sensitivity and Specificity Knee Joint Rupture Humans Anterior Cruciate Ligament Injuries Retrospective Studies Female
View on PubMed DOI

Prototype early diagnostic model for invasive pulmonary aspergillosis based on deep learning and big data training.

Mycoses Oct 31, 2022
BACKGROUND: Currently, the diagnosis of invasive pulmonary aspergillosis (IPA) mainly depends on the integration of clinical, radiological and microbiological data. Artificial intelligence (AI) has shown great advantages in dealing with data-rich bio...
Big Data Pneumonia Invasive Pulmonary Aspergillosis Sensitivity and Specificity Deep Learning Humans Artificial Intelligence Retrospective Studies
View on PubMed DOI

Accuracy of artificial intelligence for tooth extraction decision-making in orthodontics: a systematic review and meta-analysis.

Clinical oral investigations Oct 21, 2022
OBJECTIVE: This study aimed to analyze the accuracy of artificial intelligence (AI) for orthodontic tooth extraction decision-making.
Humans Artificial Intelligence Sensitivity and Specificity Tooth Extraction
View on PubMed DOI

Deep learning-based imaging reconstruction for MRI after neoadjuvant chemoradiotherapy for rectal cancer: effects on image quality and assessment of treatment response.

Abdominal radiology (New York) Oct 19, 2022
PURPOSE: To investigate the effects of deep learning-based imaging reconstruction (DLR) on the image quality of MRI of rectal cancer after chemoradiotherapy (CRT), and its accuracy in diagnosing pathological complete responses (pCR).
Neoadjuvant Therapy Humans Magnetic Resonance Imaging Male Rectal Neoplasms Aged Female Middle Aged Sensitivity and Specificity Deep Learning
View on PubMed DOI

Validation of Combined Deep Learning Triaging and Computer-Aided Diagnosis in 2901 Breast MRI Examinations From the Second Screening Round of the Dense Tissue and Early Breast Neoplasm Screening Trial.

Investigative radiology Oct 17, 2022
OBJECTIVES: Computer-aided triaging (CAT) and computer-aided diagnosis (CAD) of screening breast magnetic resonance imaging have shown potential to reduce the workload of radiologists in the context of dismissing normal breast scans and dismissing be...
Deep Learning Magnetic Resonance Imaging Mammography Neoplasms Diagnosis, Computer-Assisted Female Sensitivity and Specificity Animals
View on PubMed DOI

Automatic identification of benign pigmented skin lesions from clinical images using deep convolutional neural network.

BMC biotechnology Oct 10, 2022
OBJECTIVE: We aimed to develop a computer-aided detection (CAD) system for accurate identification of benign pigmented skin lesions (PSLs) from images captured using a digital camera or a smart phone.
Neural Networks, Computer Sensitivity and Specificity
View on PubMed DOI

Detection of Proximal Caries Lesions on Bitewing Radiographs Using Deep Learning Method.

Caries research Oct 10, 2022
This study aimed to evaluate the validity of a deep learning-based convolutional neural network (CNN) for detecting proximal caries lesions on bitewing radiographs. A total of 978 bitewing radiographs, 10,899 proximal surfaces, were evaluated by two ...
Dental Caries Susceptibility Humans Deep Learning Radiography, Bitewing Sensitivity and Specificity ROC Curve Dental Caries
View on PubMed DOI
Popular Topics
Recent Journals