AIMC Journal:
Medical physics
Showing 721 to 730 of 759 articles
Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling.
Medical physics
Dec 1, 2016
PURPOSE: Segmentation of brain magnetic resonance (MR) images into white matter (WM), gray matter (GM), and cerebrospinal fluid (CSF) is crucial for brain structural measurement and disease diagnosis. Learning-based segmentation methods depend largel...
Computer aided prognosis for cell death categorization and prediction in vivo using quantitative ultrasound and machine learning techniques.
Medical physics
Dec 1, 2016
PURPOSE: At present, a one-size-fits-all approach is typically used for cancer therapy in patients. This is mainly because there is no current imaging-based clinical standard for the early assessment and monitoring of cancer treatment response. Here,...
Learning-based 3T brain MRI segmentation with guidance from 7T MRI labeling.
Medical physics
Dec 1, 2016
PURPOSE: Segmentation of brain magnetic resonance (MR) images into white matter (WM), gray matter (GM), and cerebrospinal fluid (CSF) is crucial for brain structural measurement and disease diagnosis. Learning-based segmentation methods depend largel...
Similarity measurement of lung masses for medical image retrieval using kernel based semisupervised distance metric.
Medical physics
Dec 1, 2016
PURPOSE: To develop a new algorithm to measure the similarity between the query lung mass and reference lung mass data set for content-based medical image retrieval (CBMIR).
Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography.
Medical physics
Dec 1, 2016
PURPOSE: Develop a computer-aided detection (CAD) system for masses in digital breast tomosynthesis (DBT) volume using a deep convolutional neural network (DCNN) with transfer learning from mammograms.
Robotic intrafractional US guidance for liver SABR: System design, beam avoidance, and clinical imaging.
Medical physics
Nov 1, 2016
PURPOSE: To present a system for robotic 4D ultrasound (US) imaging concurrent with radiotherapy beam delivery and estimate the proportion of liver stereotactic ablative body radiotherapy (SABR) cases in which robotic US image guidance can be deploye...
Robot-assistant for MRI-guided liver ablation: A pilot study.
Medical physics
Oct 1, 2016
PURPOSE: Percutaneous ablation under MRI-guidance allows treating otherwise inoperable liver tumors locally using a catheter probe. However, manually placing the probe is an error-prone and time consuming task that requires a considerable amount of t...
Technical Note: Unified imaging and robotic couch quality assurance.
Medical physics
Sep 1, 2016
PURPOSE: To introduce a simplified quality assurance (QA) procedure that integrates tests for the linac's imaging components and the robotic couch. Current QA procedures for evaluating the alignment of the imaging system and linac require careful pos...
Design and validation of an MR-conditional robot for transcranial focused ultrasound surgery in infants.
Medical physics
Sep 1, 2016
PURPOSE: Current treatment of intraventricular hemorrhage (IVH) involves cerebral shunt placement or an invasive brain surgery. Magnetic resonance-guided focused ultrasound (MRgFUS) applied to the brains of pediatric patients presents an opportunity ...
Robotic path-finding in inverse treatment planning for stereotactic radiosurgery with continuous dose delivery.
Medical physics
Aug 1, 2016
PURPOSE: Continuous dose delivery in radiation therapy treatments has been shown to decrease total treatment time while improving the dose conformity and distribution homogeneity over the conventional step-and-shoot approach. The authors develop an i...
Stay Ahead of Medical AI
Join thousands of healthcare professionals staying informed about the latest AI breakthroughs in medicine. Get curated insights delivered to your inbox.
Subscribe NowPopular Topics
- Machine Learning 30540
- Neural Networks, Computer 29462
- Algorithms 26500
- Deep Learning 25982
- Artificial Intelligence 24008
- Robotics 13278
- Image Processing, Computer-Assisted 9374
- Retrospective Studies 8929
- Magnetic Resonance Imaging 6071
- Reproducibility of Results 5535
- Tomography, X-Ray Computed 4676
- Support Vector Machine 4639
- Computational Biology 4186
- Brain 3988
- Computer Simulation 3855
Popular Journals
- Scientific reports 5345
- Sensors (Basel, Switzerland) 4794
- PloS one 3935
- Neural networks : the official journal of the International Neural Network Society 2927
- Computational intelligence and neuroscience 1931
- Computers in biology and medicine 1822
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 1686
- Studies in health technology and informatics 1278
- IEEE journal of biomedical and health informatics 1116
- Journal of chemical information and modeling 958
- Nature communications 889
- Computer methods and programs in biomedicine 863
- Bioinformatics (Oxford, England) 854
- Briefings in bioinformatics 849
- IEEE transactions on neural networks and learning systems 817