AIMC Topic: Systems Integration
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Decision Support Tools, Systems, and Artificial Intelligence in Cardiac Imaging.
The Canadian journal of cardiology
May 9, 2018
Noninvasive cardiac imaging is widely used for the diagnosis and management of cardiac patients. The increasing demand for cardiac imaging begins to exceed the number of available interpreting physicians, leaving less time to interpret studies. In ad...
Integrated optimization of unmanned aerial vehicle task allocation and path planning under steady wind.
PloS one
Mar 21, 2018
Wind has a significant effect on the control of fixed-wing unmanned aerial vehicles (UAVs), resulting in changes in their ground speed and direction, which has an important influence on the results of integrated optimization of UAV task allocation an...
Labeling for Big Data in radiation oncology: The Radiation Oncology Structures ontology.
PloS one
Jan 19, 2018
PURPOSE: Leveraging Electronic Health Records (EHR) and Oncology Information Systems (OIS) has great potential to generate hypotheses for cancer treatment, since they directly provide medical data on a large scale. In order to gather a significant am...
Sensor, Signal, and Imaging Informatics.
Yearbook of medical informatics
Sep 11, 2017
To summarize significant contributions to sensor, signal, and imaging informatics published in 2016. We conducted an extensive search using PubMed® and Web of Science® to identify the scientific contributions published in 2016 that addressed sensor...
Unsupervised Extraction of Stable Expression Signatures from Public Compendia with an Ensemble of Neural Networks.
Cell systems
Jul 12, 2017
Cross-experiment comparisons in public data compendia are challenged by unmatched conditions and technical noise. The ADAGE method, which performs unsupervised integration with denoising autoencoder neural networks, can identify biological patterns, ...
Automated Critical Test Findings Identification and Online Notification System Using Artificial Intelligence in Imaging.
Radiology
Jul 3, 2017
Purpose To evaluate the performance of an artificial intelligence (AI) tool using a deep learning algorithm for detecting hemorrhage, mass effect, or hydrocephalus (HMH) at non-contrast material-enhanced head computed tomographic (CT) examinations an...
Pattern Recognition, Automated
Head
Radiology Information Systems
Systems Integration
Middle Aged
Decision Support Systems, Clinical
Critical Care
Craniocerebral Trauma
Medical Order Entry Systems
Machine Learning
Algorithms
Tomography, X-Ray Computed
Female
Reproducibility of Results
Sensitivity and Specificity
Male
Humans
An interactive medical image segmentation framework using iterative refinement.
Computers in biology and medicine
Feb 13, 2017
Segmentation is often performed on medical images for identifying diseases in clinical evaluation. Hence it has become one of the major research areas. Conventional image segmentation techniques are unable to provide satisfactory segmentation results...
Tensor Factorization for Precision Medicine in Heart Failure with Preserved Ejection Fraction.
Journal of cardiovascular translational research
Jan 23, 2017
Heart failure with preserved ejection fraction (HFpEF) is a heterogeneous clinical syndrome that may benefit from improved subtyping in order to better characterize its pathophysiology and to develop novel targeted therapies. The United States Precis...
U.S. Department of Defense Multiple-Parameter Biodosimetry Network.
Radiation protection dosimetry
Nov 24, 2016
The U.S. Department of Defense (USDOD) service members are at risk of exposure to ionizing radiation due to radiation accidents, terrorist attacks and national defense activities. The use of biodosimetry is a standard of care for the triage and treat...
System Integration and In Vivo Testing of a Robot for Ultrasound Guidance and Monitoring During Radiotherapy.
IEEE transactions on bio-medical engineering
Oct 3, 2016
We are developing a cooperatively controlled robot system for image-guided radiation therapy (IGRT) in which a clinician and robot share control of a 3-D ultrasound (US) probe. IGRT involves two main steps: 1) planning/simulation and 2) treatment del...
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