Diagnosis, Computer-Assisted

• 

  Subject Areas on Research

  • 10-year follow-up wear analysis of first-generation highly crosslinked polyethylene in primary total hip arthroplasty. 
  • A Bayesian approach to joint feature selection and classifier design. 
  • A clinical trial comparing interviewer and computer-assisted assessment among clients with severe mental illness. 
  • A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces. 
  • A computer assisted method for nuclear cataract grading from slit-lamp images using ranking. 
  • A covariance-based algorithm: a novel technique for rhythm discrimination in ICDs. 
  • A detailed guide for quantification of myocardial scar with the Selvester QRS score in the presence of electrocardiogram confounders. 
  • A fully automated method for late ventricular diastole frame selection in post-dive echocardiography without ECG gating. 
  • A mathematical approach to medical decisions: application of Bayes' rule to a mixture of continuous and discrete clinical variables. 
  • A new procedure for analysis of medical classification. 
  • A novel, data-driven conceptualization for critical left heart obstruction. 
  • A pilot study using "ROPtool" to quantify plus disease in retinopathy of prematurity. 
  • A pilot study using ROPtool to measure retinal vascular dilation. 
  • A survey on computer aided diagnosis for ocular diseases. 
  • ACI-TIPI clinical trial. Acute cardiac ischemia time-insensitive predictive instrument. 
  • Accuracy of digital angiography for quantitation of normal coronary luminal segments in excised, perfused hearts. 
  • Accuracy of segmentation of a commercial computer-aided detection system for mammography. 
  • Accuracy of the Papanicolaou test in screening for and follow-up of cervical cytologic abnormalities: a systematic review. 
  • Acute pulmonary embolism: artificial neural network approach for diagnosis. 
  • Acute pulmonary embolism: cost-effectiveness analysis of the effect of artificial neural networks on patient care. 
  • Adoption of New Technologies: Artificial Intelligence. 
  • An Automated Grading System for Detection of Vision-Threatening Referable Diabetic Retinopathy on the Basis of Color Fundus Photographs. 
  • An Exploratory Factor Analysis of the Scale Structure of the Patient Care Monitor Version 2.0. 
  • An adaptive incremental approach to constructing ensemble classifiers: application in an information-theoretic computer-aided decision system for detection of masses in mammograms. 
  • An automatic diagnosis system of nuclear cataract using slit-lamp images. 
  • An experimental transformation of a large expert knowledge base. 
  • Analysis of first-derivative based QRS detection algorithms. 
  • Analytical model of extracellular potentials in a tissue slab with a finite bath. 
  • Anomaly Detection of Calcifications in Mammography Based on 11,000 Negative Cases. 
  • Application of the mutual information criterion for feature selection in computer-aided diagnosis. 
  • Applications of computer-based neuropsychological assessment. 
  • Are There Linguistic Markers of Suicidal Writing That Can Predict the Course of Treatment? A Repeated Measures Longitudinal Analysis. 
  • Artificial Intelligence and Machine Learning in Arrhythmias and Cardiac Electrophysiology. 
  • Artificial neural network for diagnosis of acute pulmonary embolism: effect of case and observer selection. 
  • Artificial neural network: improving the quality of breast biopsy recommendations. 
  • Assessing operating characteristics of CAD algorithms in the absence of a gold standard. 
  • Association between phonocardiographic third and fourth heart sounds and objective measures of left ventricular function. 
  • Atrioventricular and ventricular-to-ventricular programming in patients with cardiac resynchronization therapy: results from ALTITUDE. 
  • Atypical postural control can be detected via computer vision analysis in toddlers with autism spectrum disorder. 
  • Autofluorescence and diffuse reflectance properties of malignant and benign breast tissues. 
  • Automated J wave detection from digital 12-lead electrocardiogram. 
  • Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma. 
  • Automated layer segmentation of optical coherence tomography images. 
  • Automatic analysis of the electromyographic interference pattern using the turns: amplitude ratio. 
  • Automatic fundus image classification for computer-aided diagonsis. 
  • Automatic glaucoma diagnosis through medical imaging informatics. 
  • Automatic optic disc segmentation with peripapillary atrophy elimination. 
  • Availability of a baseline Electrocardiogram changes the application of the Sclarovsky-Birnbaum Myocardial Ischemia Grade. 
  • Bayesian approach to dynamically controlling data collection in P300 spellers. 
  • Breast cancer: prediction with artificial neural network based on BI-RADS standardized lexicon. 
  • Bronchial anastomotic complications in lung transplant recipients: virtual bronchoscopy for noninvasive assessment. 
  • CMINDS does not have identical tests to the CATIE and MATRICS batteries. Commentary on O'Halloran et al. 
  • Cardiac microimpedance measurement in two-dimensional models using multisite interstitial stimulation. 
  • Classification of Atherosclerotic Rabbit Aorta Samples with an Infrared Attenuated Total Reflection Catheter and Multivariate Data Analysis 
  • Classification of atherosclerotic rabbit aorta samples by mid-infrared spectroscopy using multivariate data analysis. 
  • Cognitive control in mild traumatic brain injury: conflict monitoring and conflict adaptation. 
  • Combining ROPtool measurements of vascular tortuosity and width to quantify plus disease in retinopathy of prematurity. 
  • Comparison of an automated algorithm to expert physician interpretation of 80-lead body surface mapping in the evaluation of acute myocardial ischemia and infarction in patients presenting to the emergency department with chest pain: results from the Optimal Cardiovascular Diagnostic Evaluation Enabling Faster Treatment of Myocardial Infarction trial. 
  • Comparison of an automated thrombolytic predictive instrument to both diagnostic software and an expert cardiologist for diagnosis of an ST elevation acute myocardial infarction. 
  • Comparison of dyssynchrony parameters for VV-optimization in CRT patients. 
  • Comparison of multiexcitation fluorescence and diffuse reflectance spectroscopy for the diagnosis of breast cancer (March 2003). 
  • Comprehensive processing, display and analysis for in vivo MR spectroscopic imaging. 
  • Computed tomography scanning for lung cancer screening: an update. 
  • Computer-aided classification of breast masses: performance and interobserver variability of expert radiologists versus residents. 
  • Computer-aided detection (CAD) in screening mammography: sensitivity of commercial CAD systems for detecting architectural distortion. 
  • Computer-aided detection in screening mammography: variability in cues. 
  • Computer-aided diagnosis of breast cancer: artificial neural network approach for optimized merging of mammographic features. 
  • Computer-assisted interview of patients with functional headache. 
  • Computer-assisted measurement of retinal vascular width and tortuosity in retinopathy of prematurity. 
  • Computer-assisted quantification of pre-plus and plus disease in images obtained using Pictor versus video indirect ophthalmoscopy: a pilot study. 
  • Computer-assisted retinal vessel measurement in an older population: correlation between right and left eyes. 
  • Computerized classification of suspicious regions in chest radiographs using subregion Hotelling observers. 
  • Computerized detection of masses in digital mammograms: analysis of bilateral subtraction images. 
  • Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography. 
  • Decision tree classification of proteins identified by mass spectrometry of blood serum samples from people with and without lung cancer. 
  • Deep Learning Computer-aided Polyp Detection Reduces Adenoma Miss Rate: A United States Multi-center Randomized Tandem Colonoscopy Study (CADeT-CS Trial). 
  • Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists. 
  • Deep sparse multi-task learning for feature selection in Alzheimer's disease diagnosis. 
  • Design and implementation of a comprehensive outpatient Results Manager. 
  • Detecting the onset of hyper-reflexive bladder contractions from the electrical activity of the pudendal nerve. 
  • Development and reliability of retinal arteriolar central light reflex quantification system: a new approach for severity grading. 
  • Development and validation of a predictive model for chemotherapy-associated thrombosis. 
  • Development of a preoperative predictive model for major complications following adult spinal deformity surgery. 
  • Development of a scale for grading pre-plus and plus disease using retinal images: A pilot study. 
  • Development of a validated computer-based preoperative predictive model for pseudarthrosis with 91% accuracy in 336 adult spinal deformity patients. 
  • Development of a virtual reality assessment of everyday living skills. 
  • Diagnosis of breast cancer using fluorescence and diffuse reflectance spectroscopy: a Monte-Carlo-model-based approach. 
  • Differences between computer-aided diagnosis of breast masses and that of calcifications. 
  • ECG myocardial scar quantification predicts reverse left ventricular remodeling and survival after cardiac resynchronization therapy implantation: A retrospective pilot study. 
  • ECG-based signal analysis technologies for evaluating patients with acute coronary syndrome: a systematic review. 
  • Effect of a deep-learning computer-aided detection system on adenoma detection during colonoscopy (CADe-DB trial): a double-blind randomised study. 
  • Effect of case selection on the performance of computer-aided detection schemes. 
  • Effect of patient history data on the prediction of breast cancer from mammographic findings with artificial neural networks. 
  • Effect of resistive barrier location on the relationship between T-wave alternans and cellular repolarization alternans: a 1-D modeling study. 
  • Effects of marijuana on performance of a computerized cognitive-neuromotor test battery. 
  • Estimation of cardiac bidomain parameters from extracellular measurement: two dimensional study. 
  • Evaluation of Screening for Retinopathy of Prematurity by ROPtool or a Lay Reader. 
  • Evaluation of artery visualizations for heart disease diagnosis. 
  • Evaluation of choroidal neovascular membranes by Octopus perimetry. 
  • Evaluation of preprocessing techniques for chief complaint classification. 
  • Evaluation of spike-detection algorithms for a brain-machine interface application. 
  • Evaluation of the eZono 4000 with eZGuide for ultrasound-guided procedures. 
  • Evolution of plus disease in retinopathy of prematurity: quantification by ROPtool. 
  • Expediting the identification of impaired channels in cochlear implants via analysis of speech-based confusion matrices. 
  • Experimental studies with a clinical monitor and diagnostic computer. 
  • Exploring the potential of context-sensitive CADe in screening mammography. 
  • Fractal texture analysis in computer-aided diagnosis of solitary pulmonary nodules. 
  • From ST-elevation myocardial infarction to ST elevation with no myocardial infarction--review and overview of a new horizon of computerized electrocardiographic ischemia detection using high-fidelity implantable devices. 
  • Goniometric versus computerized angle measurement in assessing hallux valgus. 
  • Helical liver CT with computer-assisted bolus-tracking technology: is it possible to predict which patients will not achieve a threshold of enhancement? 
  • How far have we come? Artificial intelligence for chest radiograph interpretation. 
  • Immediate pathologic confirmation of radiologic interpretations by computer feedback. 
  • Impact of missing data in evaluating artificial neural networks trained on complete data. 
  • Impaired but undiagnosed. 
  • Improved noninvasive diagnosis of acute pulmonary embolism with optimally selected clinical and chest radiographic findings. 
  • Improving the detection of acetabular osteolysis using oblique radiographs. 
  • Improving the reliability of stroke subgroup classification using the Trial of ORG 10172 in Acute Stroke Treatment (TOAST) criteria. 
  • In vitro analysis of jets by Doppler colour flow imaging: the importance of time to maximum jet area. 
  • In vivo 31P MR spectral patterns and reproducibility in cancer patients studied in a multi-institutional trial. 
  • Incorporating privileged genetic information for fundus image based glaucoma detection. 
  • Incorporation of a Laguerre-Gauss channelized Hotelling observer for false-positive reduction in a mammographic mass CAD system. 
  • Influence of QRS infarct score and QRS duration prior to transcatheter aortic valve replacement on follow-up left ventricular end systolic volume in patients with new persistent left bundle branch block. 
  • Information-theoretic CAD system in mammography: entropy-based indexing for computational efficiency and robust performance. 
  • Infrared imaging of trauma patients for detection of acute compartment syndrome of the leg. 
  • Instrumentation and practice standards for electrocardiographic monitoring in special care units. A report for health professionals by a Task Force of the Council on Clinical Cardiology, American Heart Association. 
  • Interpretative strategies for lung function tests. 
  • Interpreting spatial and temporal neural activity through a recurrent neural network brain-machine interface. 
  • Investigating Predictors of Cognitive Decline Using Machine Learning. 
  • Knowledge discovery from structured mammography reports using inductive logic programming. 
  • LI-RADS 2017: An update. 
  • Latent feature representation with stacked auto-encoder for AD/MCI diagnosis. 
  • Level-set based automatic cup-to-disc ratio determination using retinal fundus images in ARGALI. 
  • Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis. 
  • Localization of myocardial scar in patients with cardiomyopathy and left bundle branch block using electrocardiographic Selvester QRS scoring. 
  • Lower Adenoma Miss Rate of Computer-Aided Detection-Assisted Colonoscopy vs Routine White-Light Colonoscopy in a Prospective Tandem Study. 
  • MRMR optimized classification for automatic glaucoma diagnosis. 
  • Machine learning-based assessment tool for imbalance and vestibular dysfunction with virtual reality rehabilitation system. 
  • Maximizing sensitivity in medical diagnosis using biased minimax probability machine. 
  • Methods for the analysis and assessment of clinical databases: the clinician's perspective. 
  • Missed diagnoses: Clinically relevant lessons learned through medical mysteries solved by the Undiagnosed Diseases Network. 
  • Model-based optic nerve head segmentation on retinal fundus images. 
  • Modeling flow cytometry data for cancer vaccine immune monitoring. 
  • Monte Carlo-based inverse model for calculating tissue optical properties. Part II: Application to breast cancer diagnosis. 
  • Multifractal texture analysis of perfusion lung scans as a potential diagnostic tool for acute pulmonary embolism. 
  • Multimodal manifold-regularized transfer learning for MCI conversion prediction. 
  • Mutual information-based template matching scheme for detection of breast masses: from mammography to digital breast tomosynthesis. 
  • National Cancer Institute initiative: Lung image database resource for imaging research. 
  • Nomograms for estimating coronary artery disease prognosis with gated stress myocardial perfusion SPECT. 
  • Noninvasive monitoring of tissue hemoglobin using UV-VIS diffuse reflectance spectroscopy: a pilot study. 
  • ORIGA(-light): an online retinal fundus image database for glaucoma analysis and research. 
  • Operational standards for CASA instruments. 
  • Optimized approach to decision fusion of heterogeneous data for breast cancer diagnosis. 
  • Pain assessment and treatment disparities: a virtual human technology investigation. 
  • Parameter optimization of a computer-aided diagnosis scheme for the segmentation of microcalcification clusters in mammograms. 
  • Patient and primary care provider experience using a family health history collection, risk stratification, and clinical decision support tool: a type 2 hybrid controlled implementation-effectiveness trial. 
  • Perceptron error surface analysis: a case study in breast cancer diagnosis. 
  • Performance of four computer-based diagnostic systems. 
  • Potential for Digital Behavioral Measurement Tools to Transform the Detection and Diagnosis of Autism Spectrum Disorder. 
  • Predicting dynamic range and intensity discrimination for electrical pulse-train stimuli using a stochastic auditory nerve model: the effects of stimulus noise. 
  • Prediction of Acute-Phase Treatment Outcomes by Adding a Single-Item Measure of Activity Impairment to Symptom Measurement: Development and Validation of an Interactive Calculator from the STAR*D and CO-MED Trials. 
  • Proceedings of the Second International Workshop on Advances in Electrocorticography. 
  • Project among African-Americans to explore risks for schizophrenia (PAARTNERS): recruitment and assessment methods. 
  • Psychometric evaluation of HIV risk behavior assessments using Audio Computer Assisted Self-Interviewing (ACASI) among orphans and vulnerable children in Zambia. 
  • Pulmonary nodules on multi-detector row CT scans: performance comparison of radiologists and computer-aided detection. 
  • Quality assurance and training procedures for computer-aided detection and diagnosis systems in clinical use. 
  • Quantitative analysis of QRS detection algorithms based on the first derivative of the ECG. 
  • Quantitative analysis of axonal loss in band atrophy of the optic nerve using scanning laser polarimetry. 
  • Quantitative and qualitative ST segment monitoring during and after percutaneous transluminal coronary angioplasty. 
  • Quantitative optical spectroscopy can identify long-term local tumor control in irradiated murine head and neck xenografts. 
  • Quantitative proton magnetic resonance imaging in focal cerebral ischemia in rat brain. 
  • Quantitatively comparing weekly changes in retinal vascular characteristics of eyes eventually treated versus not treated for retinopathy of prematurity. 
  • ROPtool analysis of plus and pre-plus disease in narrow-field images: a multi-image quadrant-level approach. 
  • Racial/ethnic variations in substance-related disorders among adolescents in the United States. 
  • Radiation dose reduction in abdominal computed tomography during the late hepatic arterial phase using a model-based iterative reconstruction algorithm: how low can we go? 
  • Real-time, computer-assisted quantification of plus disease in retinopathy of prematurity at the bedside. 
  • Regional wall motion abnormalities after prolonged exercise in the normal left ventricle. 
  • Regulatory considerations for artificial intelligence technologies in GI endoscopy. 
  • Relationship between accurate auscultation of a clinically useful third heart sound and level of experience. 
  • Relationships between cardiac magnetic resonance imaging abnormalities in the inter-ventricular septum and Selvester QRS scoring criteria for anterior-septal myocardial infarction in patients with right ventricular volume overload. 
  • Reproducibility of the retinal vascular response to flicker light in Asians. 
  • Retinal microvessels reflect familial vulnerability to psychotic symptoms: A comparison of twins discordant for psychotic symptoms and controls. 
  • Review of neonatal EEG. 
  • Risk prediction of coronary heart disease based on retinal vascular caliber (from the Atherosclerosis Risk In Communities [ARIC] Study). 
  • Robotic ultrasound and needle guidance for prostate cancer management: review of the contemporary literature. 
  • Robust deep learning classification of adamantinomatous craniopharyngioma from limited preoperative radiographic images. 
  • SHORT-TERM COMPUTER-ASSISTED QUANTIFICATION OF PLUS DISEASE AFTER TREATMENT OF TYPE 1 RETINOPATHY OF PREMATURITY WITH INTRAVITREAL BEVACIZUMAB OR RETINAL LASER PHOTOCOAGULATION. 
  • Segmentation and quantification of pulmonary artery for noninvasive CT assessment of sickle cell secondary pulmonary hypertension. 
  • Seizure prediction for therapeutic devices: A review. 
  • Selection of the number and positions of measuring locations for electrocardiography. 
  • Self-organizing map for cluster analysis of a breast cancer database. 
  • Semi-automated vessel analysis of en face posterior pole vessel maps generated from optical coherence tomography for diagnosis of plus or pre-plus disease. 
  • Semiautomatic Segmentation of Rim Area Focal Hyperautofluorescence Predicts Progression of Geographic Atrophy Due to Dry Age-Related Macular Degeneration. 
  • Shape "break-and-repair" strategy and its application to automated medical image segmentation. 
  • Smartphone assessment of knee flexion compared to radiographic standards. 
  • Spatial modeling and classification of corneal shape. 
  • Specificity for each of the 46 criteria of the Selvester QRS score for electrocardiographic myocardial scar sizing in left bundle branch block. 
  • Spectroscopic diagnosis of esophageal cancer: new classification model, improved measurement system. 
  • Standardization and comparability of CASA instruments. 
  • Standards for practice: effectiveness and acceptance. 
  • Strategic lessons from the clinical event classification process for the Assessment of Pexelizumab in Acute Myocardial Infarction (APEX-AMI) trial. 
  • Symptom profiles of psychiatric disorders based on graded disease classes: an illustration using data from the WHO International Pilot Study of Schizophrenia. 
  • Synchronous neural interactions assessed by magnetoencephalography: a functional biomarker for brain disorders. 
  • Technologic advances for evaluation of cervical cytology: is newer better? 
  • The Development of a Technology-Based Hierarchy to Assess Chronic Low Back Pain and Pain-Related Anxiety From a Fear-Avoidance Model. 
  • The Reference Image Database to Evaluate Response to therapy in lung cancer (RIDER) project: a resource for the development of change-analysis software. 
  • The effect of data sampling on the performance evaluation of artificial neural networks in medical diagnosis. 
  • The ictal EEG as a marker of adequate stimulus intensity with unilateral ECT. 
  • The impact of total body photography on biopsy rate in patients from a pigmented lesion clinic. 
  • The influence of cardiograph design and automated algorithms on the incidence and detection of electrode cable reversals in an academic electrocardiogram laboratory. 
  • The late presenting STEMI: How ECG scores can be used to estimate event time. 
  • The portable programmable microprocessor-driven real-time 12-lead electrocardiographic monitor: a preliminary report of a new device for the noninvasive detection of successful reperfusion or silent coronary reocclusion. 
  • The predictive value of an ECG-estimated Acute Ischemia Index for prognosis of myocardial salvage and infarct healing 3months following inferior ST-elevated myocardial infarction. 
  • The relation of computer-based measures of sperm morphology and motility to male infertility. 
  • The status of healthcare standards in the United States. 
  • The utility of modified Butler-Leggett criteria for right ventricular hypertrophy in detection of clinically significant shunt ratio in ostium secundum-type atrial septal defect in adults. 
  • The way of the future redux. 
  • Three-dimensional analysis of cervical spine motion: reliability of a computer assisted magnetic tracking device compared to inclinometer. 
  • Time, now, to recover the fun in the physical examination rather than abandon it. 
  • Tissue clearing techniques for three-dimensional optical imaging of intact human prostate and correlations with multi-parametric MRI. 
  • To excise or not: impact of MelaFind on German dermatologists' decisions to biopsy atypical lesions. 
  • Tortuosity of arterioles and venules in quantifying plus disease. 
  • Training neural network classifiers for medical decision making: the effects of imbalanced datasets on classification performance. 
  • Unsupervised Learning of Spike Patterns for Seizure Detection and Wavefront Estimation of High Resolution Micro Electrocorticographic ( $\mu $ ECoG) Data. 
  • Use of Natural Language Processing to Improve Identification of Patients With Peripheral Artery Disease. 
  • Use of electrocardiogram indices of myocardial ischemia for risk stratification and decision making of reperfusion strategies. 
  • Use of the bispectral index to monitor anaesthesia. 
  • Using Computer-Aided Polyp Detection During Colonoscopy. 
  • Using neural networks as an aid in the determination of disease status: comparison of clinical diagnosis to neural-network predictions in a pedigree with autosomal dominant limb-girdle muscular dystrophy. 
  • Validation of a Computerized test of Functional Capacity. 
  • Validation of the tablet-administered Brief Assessment of Cognition (BAC App). 
  • Validity of a new computer-aided diagnosis imaging program to quantify nuclear cataract from slit-lamp photographs. 
  • Ventricular arrhythmia burst is an independent indicator of larger infarct size even in optimal reperfusion in STEMI. 
  • Ventricular tachycardia and fibrillation detection by a sequential hypothesis testing algorithm. 
  • Visual aids to medical data and computational diagnostics: new frontiers in pediatric neurology. 
  • Wavelet leader multifractal analysis of heart rate variability in atrial fibrillation. 
  • Wayfinding and Glaucoma: A Virtual Reality Experiment. 
  • Wireless multichannel biopotential recording using an integrated FM telemetry circuit. 
  • [Computers in surgery]. 
• 

  Keywords of People

  • Charles, Hal Cecil, Adjunct Associate Professor in the Department of Radiology, Radiology
  • Hartemink, Alexander J., Professor in the Department of Computer Science, Biology
  • Henriquez, Craig S., Professor of Biomedical Engineering, Biomedical Engineering
  • O'Connor, Christopher Michael, Adjunct Professor in the Department of Medicine, Medicine, Clinical Pharmacology
  • Palmer, Gregory M., Associate Professor of Radiation Oncology, Radiation Oncology
  • Patz Jr., Edward F., James and Alice Chen Distinguished Professor of Radiology, Pathology
  • Sullivan, Daniel Carl, Professor Emeritus of Radiology, Radiology
  • Wu, Li-Tzy, Professor in Psychiatry and Behavioral Sciences, Medicine, General Internal Medicine