Automation
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Subject Areas on Research
- A comparison of automated segmentation and manual tracing for quantifying hippocampal and amygdala volumes.
- A fully automatic extraction of magnetic resonance image features in glioblastoma patients.
- A new fully automated approach for aligning and comparing shapes.
- A robust automated measure of average antibody staining in immunohistochemistry images.
- A semiautomated ultrasound border detection program that facilitates clinical measurement of ultrasound carotid intima-media thickness.
- Accuracy and generalization capability of an automatic method for the detection of typical brain hypometabolism in prodromal Alzheimer disease.
- Adaptive automation of human-machine system information-processing functions.
- An Automated Grading System for Detection of Vision-Threatening Referable Diabetic Retinopathy on the Basis of Color Fundus Photographs.
- An Automated High-throughput Array Microscope for Cancer Cell Mechanics.
- An adaptive incremental approach to constructing ensemble classifiers: application in an information-theoretic computer-aided decision system for detection of masses in mammograms.
- An automated HIV-1 Env-pseudotyped virus production for global HIV vaccine trials.
- An automated decision-tree approach to predicting protein interaction hot spots.
- An automated intensity-weighted brachytherapy seed localization algorithm.
- An automated method for comparing motion artifacts in cine four-dimensional computed tomography images.
- An automatic diagnosis system of nuclear cataract using slit-lamp images.
- An exposure indicator for digital radiography: AAPM Task Group 116 (executive summary).
- Associations of edge-detected and manual-traced common carotid intima-media thickness measurements with Framingham risk factors: the multi-ethnic study of atherosclerosis.
- Automated Deep Brain Stimulation Programming for Tremor.
- Automated Detection of P. falciparum Using Machine Learning Algorithms with Quantitative Phase Images of Unstained Cells.
- Automated characterization of perceptual quality of clinical chest radiographs: validation and calibration to observer preference.
- Automated design of ligands to polypharmacological profiles.
- Automated detection and enumeration of marine wildlife using unmanned aircraft systems (UAS) and thermal imagery.
- Automated image acquisition and processing using a new generation of 4K x 4K CCD cameras for cryo electron microscopic studies of macromolecular assemblies.
- Automated quality control assessment of clinical chest images.
- Automated size-specific CT dose monitoring program: assessing variability in CT dose.
- Automated versus Manual Data Extraction of the Padua Prediction Score for Venous Thromboembolism Risk in Hospitalized Older Adults.
- Automated whole-brain N-acetylaspartate proton MRS quantification.
- Automatic IMRT planning via static field fluence prediction (AIP-SFFP): a deep learning algorithm for real-time prostate treatment planning.
- Automatic detection of pathological myopia using variational level set.
- Automatic detection of posterior subcapsular cataract opacity for cataract screening.
- Automatic glaucoma diagnosis from fundus image.
- Automatic localization of target vertebrae in spine surgery: clinical evaluation of the LevelCheck registration algorithm.
- Automatic optic disc segmentation with peripapillary atrophy elimination.
- Automating neurosurgical tumor resection surgery: Volumetric laser ablation of cadaveric porcine brain with integrated surface mapping.
- Automation, regulation, and collaboration: Threats and opportunities for clinical medical physics careers in diagnostic imaging and nuclear medicine.
- Boredom in the Workplace: A New Look at an Old Problem.
- Comparative analysis of circulating endothelial progenitor cells in age-related macular degeneration patients using automated rare cell analysis (ARCA) and fluorescence activated cell sorting (FACS).
- Comparison of anterior segment optical tomography parameters measured using a semi-automatic software to standard clinical instruments.
- Computing. Successes and challenges.
- Corneal graft detection for Descemet's stripping automated endothelial keratoplasty using optical coherence tomography.
- Design and implementation of an automated email notification system for results of tests pending at discharge.
- Detailed Anatomical Orientations for Certain Types of Morphometric Measurements Can Be Determined Automatically With Geometric Algorithms.
- Detection of QT prolongation using a novel electrocardiographic analysis algorithm applying intelligent automation: prospective blinded evaluation using the Cardiac Safety Research Consortium electrocardiographic database.
- Determination of non-Vitamin K oral anticoagulant (NOAC) effects using a new-generation thrombelastography TEG 6s system.
- Developing operator capacity estimates for supervisory control of autonomous vehicles.
- Development and validation of machine learning models to identify high-risk surgical patients using automatically curated electronic health record data (Pythia): A retrospective, single-site study.
- Dusting Efficiency of the Moses Holmium Laser: An Automated In Vitro Assessment.
- Effects of automation of information-processing functions on teamwork.
- Evaluation and comparison of Tranquility and AutoSet T autotitrating CPAP machines.
- Evaluation of a modified procedure for Staclot LA for the confirmation of lupus anticoagulants.
- Evaluation of the YSI 2300 glucose analyzer: algorithm-corrected results are accurate and specific.
- Extending semiautomatic ventilation defect analysis for hyperpolarized (129)Xe ventilation MRI.
- Extraction and analysis of carnitine and acylcarnitines by electrospray ionization tandem mass spectrometry directly from dried blood and plasma spots using a novel autosampler.
- Facilitating haplotype analysis by fully automated analysis of all chromosomes in human-mouse hybrid cell lines.
- Functional analysis of novel SNPs and mutations in human and mouse genomes.
- High-throughput affinity ranking of antibodies using surface plasmon resonance microarrays.
- High-throughput screening assay for the tunable selection of protein ligands.
- Impact of automated alerts on follow-up of post-discharge microbiology results: a cluster randomized controlled trial.
- Impact of automated reporting of estimated glomerular filtration rate in the veterans health administration.
- Impact of automatic infectious diseases consultation on the management of fungemia at a large academic medical center.
- Influencing Trust for Human-Automation Collaborative Scheduling of Multiple Unmanned Vehicles.
- Integrating ethics in design through the value-sensitive design approach.
- Lateral and axial measurement differences between spectral-domain optical coherence tomography systems.
- Learning-based approach for the automatic detection of the optic disc in digital retinal fundus photographs.
- Machine learning derived segmentation of phase velocity encoded cardiovascular magnetic resonance for fully automated aortic flow quantification.
- Machine learning for automated quality assurance in radiotherapy: A proof of principle using EPID data description.
- Macromolecular structure determination using X-rays, neutrons and electrons: recent developments in Phenix.
- Micro-Electrode-Dot-Array Digital Microfluidic Biochips: Technology, Design Automation, and Test Techniques.
- Microfluidic platform versus conventional real-time polymerase chain reaction for the detection of Mycoplasma pneumoniae in respiratory specimens.
- ORIGA(-light): an online retinal fundus image database for glaucoma analysis and research.
- On-axis sensitivity and resolution of a slit-slat collimator.
- Open source software for automatic detection of cone photoreceptors in adaptive optics ophthalmoscopy using convolutional neural networks.
- Patient-specific quantification of image quality: An automated method for measuring spatial resolution in clinical CT images.
- Plant-centered biosystems in space environments: technological concepts for developing a plant genetic assessment and control system.
- PrimerZ: streamlined primer design for promoters, exons and human SNPs.
- Protein-Protein Docking Benchmark 2.0: an update.
- PsychDT Working Group: Report Psychosocial Aspects of Artificial Pancreas Systems.
- Purification of an elastin-like fusion protein by microfiltration.
- Quantitative analysis of hyperpolarized 129Xe ventilation imaging in healthy volunteers and subjects with chronic obstructive pulmonary disease.
- Quantitative comparison of automatic and manual IMRT optimization for prostate cancer: the benefits of DVH prediction.
- Rational Manual and Automated Scoring Thresholds for the Immunohistochemical Detection of TP53 Missense Mutations in Human Breast Carcinomas.
- Rebuttal to Hasan and Pedraza in comments and controversies: "Improving the reliability of manual and automated methods for hippocampal and amygdala volume measurements".
- Recognition of CKD after the introduction of automated reporting of estimated GFR in the Veterans Health Administration.
- Refractive change after descemet stripping automated endothelial keratoplasty surgery and its correlation with graft thickness and diameter.
- Segmentation and quantification of pulmonary artery for noninvasive CT assessment of sickle cell secondary pulmonary hypertension.
- SplicerEX: a tool for the automated detection and classification of mRNA changes from conventional and splice-sensitive microarray expression data.
- Stereoselective determination of methadone and the primary metabolite EDDP in human plasma by automated on-line extraction and liquid chromatography mass spectrometry.
- Temporal similarity perfusion mapping: A standardized and model-free method for detecting perfusion deficits in stroke.
- The need for command and control instant message adaptive interfaces: lessons learned from Tactical Tomahawk human-in-the-loop simulations.
- The role of human-automation consensus in multiple unmanned vehicle scheduling.
- Towards automatic detection of age-related macular degeneration in retinal fundus images.
- Towards automatic grading of nuclear cataract.
- Trust in automation: integrating empirical evidence on factors that influence trust.
- Use of an automated bolus calculator reduces fear of hypoglycemia and improves confidence in dosage accuracy in patients with type 1 diabetes mellitus treated with multiple daily insulin injections.
- Utility of Functional Hemodynamics and Echocardiography to Aid Diagnosis and Management of Shock.
- Validation of an automated system for aliquoting of HIV-1 Env-pseudotyped virus stocks.
- Whole-brain activity mapping onto a zebrafish brain atlas.
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Keywords of People
- Driehuys, Bastiaan, Professor of Radiology, Biomedical Engineering
- Farsiu, Sina, Paul Ruffin Scarborough Distinguished Associate Professor of Engineering, Electrical and Computer Engineering
- Gross, Daniel, Assistant Professor of Business Administration, Fuqua School of Business
- Luftig, Micah Alan, Associate Professor of Molecular Genetics and Microbiology, Immunology
- Patel, Uptal Dinesh, Adjunct Professor in the Department of Medicine, Medicine, Nephrology
- Toth, Cynthia Ann, Joseph A.C. Wadsworth Distinguished Professor of Ophthalmology, Biomedical Engineering