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Subcategories: Diagnostic Radiology Nuclear Medicine Therapeutic Radiology

Showing 8737-8757 of 14,588 articles

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks.

BACKGROUND: Cardiovascular resonance (CMR) imaging is a standard imaging modality for assessing card...

Sep 2018 30217194

Recognition of Schizophrenia with Regularized Support Vector Machine and Sequential Region of Interest Selection using Structural Magnetic Resonance Imaging.

Structural brain abnormalities in schizophrenia have been well characterized with the application of...

Sep 2018 30218016

A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis.

Although alternations of brain functional networks (BFNs) derived from resting-state functional magn...

Sep 2018 31106304

Diagnostic performance of an artificial intelligence-driven cardiac-structured reporting system for myocardial perfusion SPECT imaging.

OBJECTIVES: To describe and validate an artificial intelligence (AI)-driven structured reporting sys...

Sep 2018 30209754

Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis.

In the field of computer-aided Alzheimer's disease (AD) diagnosis, jointly identifying brain disease...

Sep 2018 30222548

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.

PET image reconstruction is challenging due to the ill-poseness of the inverse problem and limited n...

Sep 2018 30222554

Large-scale medical image annotation with crowd-powered algorithms.

Accurate segmentations in medical images are the foundations for various clinical applications. Adva...

Sep 2018 30840724

A review of computer aided detection in mammography.

Breast screening with mammography is widely recognized as the most effective method of detecting ear...

Sep 2018 30216858

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review.

In recent years, deep convolutional neural networks (CNNs) have shown record-shattering performance ...

Sep 2018 30195984

Classification of suspicious lesions on prostate multiparametric MRI using machine learning.

We present a radiomics-based approach developed for the SPIE-AAPM-NCI PROSTATEx challenge. The task ...

Sep 2018 30840719

Machine learning identified an Alzheimer's disease-related FDG-PET pattern which is also expressed in Lewy body dementia and Parkinson's disease dementia.

Utilizing the publicly available neuroimaging database enabled by Alzheimer's disease Neuroimaging I...

Sep 2018 30185806

Development and Validation of a Deep Learning System for Staging Liver Fibrosis by Using Contrast Agent-enhanced CT Images in the Liver.

Purpose To develop and validate a deep learning system (DLS) for staging liver fibrosis by using CT ...

Sep 2018 30179104

Light-Driven Micro/Nanomotor for Promising Biomedical Tools: Principle, Challenge, and Prospect.

A micro/nanomotor (MNM), as miniaturized machinery, can potentially bridge the application gap betwe...

Sep 2018 30179455

Performance of the deep convolutional neural network based magnetic resonance image scoring algorithm for differentiating between tuberculous and pyogenic spondylitis.

The purpose of this study was to evaluate the performance of the deep convolutional neural network (...

Sep 2018 30177857

Synthesis of Patient-Specific Transmission Data for PET Attenuation Correction for PET/MRI Neuroimaging Using a Convolutional Neural Network.

Attenuation correction is a notable challenge associated with simultaneous PET/MRI, particularly in ...

Aug 2018 30166355

Diagnostic performance of real-time robotic arm-assisted F-FDG PET/CT-guided percutaneous biopsy in metabolically active abdominal and pelvic lesions.

PURPOSE: To evaluate the feasibility and diagnostic performance of F-FDG PET/CT-guided biopsy of abd...

Aug 2018 30167803

A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation.

Magnetic resonance imaging (MRI) is the non-invasive modality of choice for body tissue composition ...

Aug 2018 30176577

Browse Categories

Automated cardiovascular magnetic resonance image analysis with fully convolutional networks.

Recognition of Schizophrenia with Regularized Support Vector Machine and Sequential Region of Interest Selection using Structural Magnetic Resonance Imaging.

A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis.

Diagnostic performance of an artificial intelligence-driven cardiac-structured reporting system for myocardial perfusion SPECT imaging.

Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis.

Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.

Large-scale medical image annotation with crowd-powered algorithms.

A review of computer aided detection in mammography.

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review.

Classification of suspicious lesions on prostate multiparametric MRI using machine learning.

Machine learning identified an Alzheimer's disease-related FDG-PET pattern which is also expressed in Lewy body dementia and Parkinson's disease dementia.

Development and Validation of a Deep Learning System for Staging Liver Fibrosis by Using Contrast Agent-enhanced CT Images in the Liver.

Light-Driven Micro/Nanomotor for Promising Biomedical Tools: Principle, Challenge, and Prospect.

Performance of the deep convolutional neural network based magnetic resonance image scoring algorithm for differentiating between tuberculous and pyogenic spondylitis.

Synthesis of Patient-Specific Transmission Data for PET Attenuation Correction for PET/MRI Neuroimaging Using a Convolutional Neural Network.

Diagnostic performance of real-time robotic arm-assisted F-FDG PET/CT-guided percutaneous biopsy in metabolically active abdominal and pelvic lesions.

A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation.

Dixon-VIBE Deep Learning (DIVIDE) Pseudo-CT Synthesis for Pelvis PET/MR Attenuation Correction.

Segmenting the Brain Surface From CT Images With Artifacts Using Locally Oriented Appearance and Dictionary Learning.

A systematic review of structural MRI biomarkers in autism spectrum disorder: A machine learning perspective.

Breast Cancer Detection Using Infrared Thermal Imaging and a Deep Learning Model.

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