AIMC Topic: Sensitivity and Specificity

Clear Filters Showing 2881 to 2890 of 3084 articles

Detecting Brain Tumor using Machines Learning Techniques Based on Different Features Extracting Strategies.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: Brain tumor is the leading cause of death worldwide. It is obvious that the chances of survival can be increased if the tumor is identified and properly classified at an initial stage. MRI (Magnetic Resonance Imaging) is one source of bra...
Humans Databases, Factual Brain Neoplasms Bayes Theorem Retrospective Studies Machine Learning Magnetic Resonance Imaging Algorithms Sensitivity and Specificity Decision Trees
View on PubMed DOI

An Intensity Variation Pattern Analysis Based Machine Learning Classifier for MRI Brain Tumor Detection.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: An accurate detection of tumor from the Magnetic Resonance Images (MRIs) is a critical and demanding task in medical image processing, due to the varying shape and structure of brain. So, different segmentation approaches such as manual, ...
Machine Learning Magnetic Resonance Imaging Algorithms Sensitivity and Specificity Brain Neoplasms Humans Image Processing, Computer-Assisted
View on PubMed DOI

MRI Imaging, Comparison of MRI with other Modalities, Noise in MRI Images and Machine Learning Techniques for Noise Removal: A Review.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: Medical imaging is to assume greater and greater significance in an efficient and precise diagnosis process.
Humans Magnetic Resonance Imaging Machine Learning Diagnostic Imaging Tomography, X-Ray Computed Artifacts Female Sensitivity and Specificity Male
View on PubMed DOI

Alzheimer's Disease Classification Based on Multi-feature Fusion.

Current medical imaging reviews Jan 1, 2019
BACKGROUND: In this study, we investigated the fusion of texture and morphometric features as a possible diagnostic biomarker for Alzheimer's Disease (AD).
Support Vector Machine Diagnosis, Differential Alzheimer Disease Normal Distribution Atrophy Hippocampus Confidence Intervals Humans Sensitivity and Specificity Middle Aged Case-Control Studies Cognitive Dysfunction Algorithms Brain Aged
View on PubMed DOI

Facial expression recognition based on Electroencephalogram and facial landmark localization.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2019
BACKGROUND: Facial expression recognition plays an essential role in affective computing, mental illness diagnosis and rehabilitation. Therefore, facial expression recognition has attracted more and more attention over the years.
Sensitivity and Specificity Facial Expression Support Vector Machine Wavelet Analysis Humans Facial Recognition Electroencephalography Algorithms Signal Processing, Computer-Assisted Mental Disorders
View on PubMed DOI

Fusion of WPT and MFCC feature extraction in Parkinson's disease diagnosis.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2019
BACKGROUND: Parkinson's disease (PD) is a neurological disorder, progressive in nature. In order to provide customized patient care, diagnosis and monitoring using smart gadgets, smartphones, and smartwatches, there is a need for a system that works ...
Wavelet Analysis Speech Production Measurement Speech Disorders Qualitative Research Disease Progression Support Vector Machine Severity of Illness Index Parkinson Disease Algorithms Sensitivity and Specificity
View on PubMed DOI

A computer-aided diagnosis system using artificial intelligence for the diagnosis and characterization of breast masses on ultrasound: Added value for the inexperienced breast radiologist.

Medicine Jan 1, 2019
To evaluate the value of the computer-aided diagnosis (CAD) program applied to diagnostic breast ultrasonography (US) based on operator experience.US images of 100 breast masses from 91 women over 2 months (from May to June 2015) were collected and r...
Diagnosis, Computer-Assisted Clinical Competence Adolescent ROC Curve Sensitivity and Specificity Breast Neoplasms Middle Aged Breast Observer Variation Follow-Up Studies Radiologists Ultrasonography, Mammary Humans Artificial Intelligence Retrospective Studies Young Adult Adult Female Aged
View on PubMed DOI

Expert knowledge-infused deep learning for automatic lung nodule detection.

Journal of X-ray science and technology Jan 1, 2019
BACKGROUND: Computer aided detection (CADe) of pulmonary nodules from computed tomography (CT) is crucial for early diagnosis of lung cancer. Self-learned features obtained by training datasets via deep learning have facilitated CADe of the nodules. ...
Humans Neural Networks, Computer Knowledge Bases Lung Neoplasms Tomography, X-Ray Computed Solitary Pulmonary Nodule Sensitivity and Specificity Multiple Pulmonary Nodules Radiographic Image Interpretation, Computer-Assisted Deep Learning
View on PubMed DOI

Evaluation of an AI-Based Detection Software for Acute Findings in Abdominal Computed Tomography Scans: Toward an Automated Work List Prioritization of Routine CT Examinations.

Investigative radiology Jan 1, 2019
OBJECTIVE: The aim of this study was to test the diagnostic performance of a deep learning-based triage system for the detection of acute findings in abdominal computed tomography (CT) examinations.
Radiology Information Systems Radiography, Abdominal Humans Artificial Intelligence Sensitivity and Specificity Algorithms Radiographic Image Interpretation, Computer-Assisted Tomography, X-Ray Computed
View on PubMed DOI

Deep Learning in Diagnosis of Maxillary Sinusitis Using Conventional Radiography.

Investigative radiology Jan 1, 2019
OBJECTIVES: The aim of this study was to compare the diagnostic performance of a deep learning algorithm with that of radiologists in diagnosing maxillary sinusitis on Waters' view radiographs.
Tomography, X-Ray Computed Female Sensitivity and Specificity Male Humans Area Under Curve Radiography Maxillary Sinus Maxillary Sinusitis Middle Aged Deep Learning ROC Curve
View on PubMed DOI
Popular Topics
Recent Journals