AIMC Journal:
Medical image analysis

Showing 611 to 620 of 699 articles

Tracing cell lineages in videos of lens-free microscopy.

Medical image analysis Jun 5, 2018
In vitro experiments with cultured cells are essential for studying their growth and migration pattern and thus, for gaining a better understanding of cancer progression and its treatment. Recent progress in lens-free microscopy (LFM) has rendered it...
Neural Networks, Computer Microscopy, Fluorescence Cell Lineage Cell Tracking Algorithms Image Processing, Computer-Assisted
View on PubMed DOI

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer's disease.

Medical image analysis Jun 2, 2018
Graphs are widely used as a natural framework that captures interactions between individual elements represented as nodes in a graph. In medical applications, specifically, nodes can represent individuals within a potentially large population (patien...
Alzheimer Disease Neuroimaging Humans Neural Networks, Computer Algorithms Databases, Factual Autism Spectrum Disorder Predictive Value of Tests
View on PubMed DOI

A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy.

Medical image analysis Jun 1, 2018
Targeted prostate biopsy, incorporating multi-parametric magnetic resonance imaging (mp-MRI) and its registration with ultrasound, is currently the state-of-the-art in prostate cancer diagnosis. The registration process in most targeted biopsy system...
Humans Ultrasonography, Interventional Neural Networks, Computer Male Pattern Recognition, Automated Algorithms Magnetic Resonance Imaging Image-Guided Biopsy Prostatic Neoplasms
View on PubMed DOI

Ω-Net (Omega-Net): Fully automatic, multi-view cardiac MR detection, orientation, and segmentation with deep neural networks.

Medical image analysis May 22, 2018
Pixelwise segmentation of the left ventricular (LV) myocardium and the four cardiac chambers in 2-D steady state free precession (SSFP) cine sequences is an essential preprocessing step for a wide range of analyses. Variability in contrast, appearanc...
Cardiomyopathy, Hypertrophic Cardiac Imaging Techniques Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted
View on PubMed DOI

Automated comprehensive Adolescent Idiopathic Scoliosis assessment using MVC-Net.

Medical image analysis May 18, 2018
Automated quantitative estimation of spinal curvature is an important task for the ongoing evaluation and treatment planning of Adolescent Idiopathic Scoliosis (AIS). It solves the widely accepted disadvantage of manual Cobb angle measurement (time-c...
Scoliosis Adolescent Image Interpretation, Computer-Assisted Neural Networks, Computer Algorithms Female Reproducibility of Results Male Humans
View on PubMed DOI

Monitoring tool usage in surgery videos using boosted convolutional and recurrent neural networks.

Medical image analysis May 9, 2018
This paper investigates the automatic monitoring of tool usage during a surgery, with potential applications in report generation, surgical training and real-time decision support. Two surgeries are considered: cataract surgery, the most common surgi...
Humans Neural Networks, Computer Video Recording Cholecystectomy Algorithms Image Processing, Computer-Assisted Cataract Extraction
View on PubMed DOI

VP-Nets : Efficient automatic localization of key brain structures in 3D fetal neurosonography.

Medical image analysis Apr 23, 2018
Three-dimensional (3D) fetal neurosonography is used clinically to detect cerebral abnormalities and to assess growth in the developing brain. However, manual identification of key brain structures in 3D ultrasound images requires expertise to perfor...
Humans Imaging, Three-Dimensional Neuroimaging Pregnancy Image Processing, Computer-Assisted Neural Networks, Computer Female Ultrasonography, Prenatal Algorithms
View on PubMed DOI

A deep Boltzmann machine-driven level set method for heart motion tracking using cine MRI images.

Medical image analysis Apr 6, 2018
Heart motion tracking for radiation therapy treatment planning can result in effective motion management strategies to minimize radiation-induced cardiotoxicity. However, automatic heart motion tracking is challenging due to factors that include the ...
Humans Neural Networks, Computer Markov Chains Radiation Injuries Head and Neck Neoplasms Magnetic Resonance Imaging, Cine Radiotherapy, Image-Guided Algorithms Heart Image Processing, Computer-Assisted Motion
View on PubMed DOI

Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image.

Medical image analysis Mar 30, 2018
Recently, more and more attention is drawn to the field of medical image synthesis across modalities. Among them, the synthesis of computed tomography (CT) image from T1-weighted magnetic resonance (MR) image is of great importance, although the mapp...
Male Prostatic Neoplasms Time Factors Image Processing, Computer-Assisted Algorithms Humans Magnetic Resonance Imaging Tomography, X-Ray Computed Neural Networks, Computer Brain Mapping Female
View on PubMed DOI

Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks.

Medical image analysis Mar 27, 2018
Computerized Tomography Angiography (CTA) based follow-up of Abdominal Aortic Aneurysms (AAA) treated with Endovascular Aneurysm Repair (EVAR) is essential to evaluate the progress of the patient and detect complications. In this context, accurate qu...
Neural Networks, Computer Contrast Media Radiographic Image Interpretation, Computer-Assisted Aortic Aneurysm, Abdominal Humans Pattern Recognition, Automated Thrombosis Computed Tomography Angiography Artifacts
View on PubMed DOI
Popular Topics
Popular Journals