AIMC Topic: Reproducibility of Results

Clear Filters Showing 4481 to 4490 of 5908 articles

Pancreas Segmentation in MRI using Graph-Based Decision Fusion on Convolutional Neural Networks.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention Oct 2, 2016
Automated pancreas segmentation in medical images is a prerequisite for many clinical applications, such as diabetes inspection, pancreatic cancer diagnosis, and surgical planing. In this paper, we formulate pancreas segmentation in magnetic resonanc...
Magnetic Resonance Imaging Pancreas Neural Networks, Computer Algorithms Reproducibility of Results Sensitivity and Specificity Humans
View on PubMed DOI

A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention Oct 2, 2016
Dramatic changes of the human brain during the first year of postnatal development are poorly understood due to their multifold complexity. In this paper, we present the first attempt to jointly predict, using neonatal data, the dynamic growth patter...
Infant Functional Neuroimaging Imaging, Three-Dimensional Cerebral Cortex Humans Machine Learning Algorithms Infant, Newborn Reproducibility of Results Sensitivity and Specificity
View on PubMed DOI

Diagnosis of Alzheimer's Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality Data.

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention Oct 2, 2016
Effectively utilizing incomplete multi-modality data for diagnosis of Alzheimer's disease (AD) is still an area of active research. Several multi-view learning methods have recently been developed to deal with missing data, with each view correspondi...
Humans Machine Learning Algorithms Databases, Factual Reproducibility of Results Magnetic Resonance Imaging Area Under Curve Sensitivity and Specificity Multimodal Imaging Disease Progression Alzheimer Disease Cognitive Dysfunction Positron-Emission Tomography
View on PubMed DOI

Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection.

IEEE transactions on bio-medical engineering Sep 26, 2016
OBJECTIVE: False positive reduction is one of the most crucial components in an automated pulmonary nodule detection system, which plays an important role in lung cancer diagnosis and early treatment. The objective of this paper is to effectively add...
False Positive Reactions Imaging, Three-Dimensional Humans Neural Networks, Computer Solitary Pulmonary Nodule Reproducibility of Results Machine Learning Radiographic Image Interpretation, Computer-Assisted Sensitivity and Specificity Algorithms Pattern Recognition, Automated Diagnostic Errors Tomography, X-Ray Computed
View on PubMed DOI

Novel Use of Natural Language Processing (NLP) to Predict Suicidal Ideation and Psychiatric Symptoms in a Text-Based Mental Health Intervention in Madrid.

Computational and mathematical methods in medicine Sep 26, 2016
Natural language processing (NLP) and machine learning were used to predict suicidal ideation and heightened psychiatric symptoms among adults recently discharged from psychiatric inpatient or emergency room settings in Madrid, Spain. Participants re...
Patient Discharge Adult Telemedicine Text Messaging Sensitivity and Specificity Spain Female Humans Suicide, Attempted Reminder Systems Male Self-Injurious Behavior Reproducibility of Results Machine Learning Hospitals, Psychiatric Diagnosis, Computer-Assisted Middle Aged Hospitalization Follow-Up Studies Algorithms Surveys and Questionnaires Young Adult Mental Health Services Mental Disorders Psychometrics Predictive Value of Tests Natural Language Processing
View on PubMed DOI

Delaying Ambulation Mode Transition Decisions Improves Accuracy of a Flexible Control System for Powered Knee-Ankle Prosthesis.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 22, 2016
Powered lower limb prostheses can assist users in a variety of ambulation modes by providing knee and/or ankle joint power. This study's goal was to develop a flexible control system to allow users to perform a variety of tasks in a natural, accurate...
Aged Adult Sensitivity and Specificity Male Middle Aged Treatment Outcome Robotics Equipment Design Humans Feedback, Physiological Female Reproducibility of Results Psychomotor Performance Biofeedback, Psychology Ankle Joint Knee Joint Equipment Failure Analysis Amputees Gait Disorders, Neurologic Artificial Limbs
View on PubMed DOI

LMD Based Features for the Automatic Seizure Detection of EEG Signals Using SVM.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 20, 2016
Achieving the goal of detecting seizure activity automatically using electroencephalogram (EEG) signals is of great importance and significance for the treatment of epileptic seizures. To realize this aim, a newly-developed time-frequency analytical ...
Support Vector Machine Electroencephalography Seizures Pattern Recognition, Automated Algorithms Reproducibility of Results Sensitivity and Specificity Diagnosis, Computer-Assisted Humans
View on PubMed DOI

Pulmonary Nodule Detection Model Based on SVM and CT Image Feature-Level Fusion with Rough Sets.

BioMed research international Sep 18, 2016
In order to improve the detection accuracy of pulmonary nodules in CT image, considering two problems of pulmonary nodules detection model, including unreasonable feature structure and nontightness of feature representation, a pulmonary nodules detec...
Subtraction Technique Tomography, X-Ray Computed Support Vector Machine Reproducibility of Results Solitary Pulmonary Nodule Sensitivity and Specificity Humans Pattern Recognition, Automated Lung Neoplasms Radiographic Image Enhancement
View on PubMed DOI

Efficient Descriptor-Based Segmentation of Parotid Glands With Nonlocal Means.

IEEE transactions on bio-medical engineering Sep 16, 2016
OBJECTIVE: We introduce descriptor-based segmentation that extends existing patch-based methods by combining intensities, features, and location information. Since it is unclear which image features are best suited for patch selection, we perform a b...
Reproducibility of Results Sensitivity and Specificity Radiographic Image Interpretation, Computer-Assisted Parotid Gland Pattern Recognition, Automated Radiographic Image Enhancement Subtraction Technique Humans Neural Networks, Computer Tomography, X-Ray Computed
View on PubMed DOI

The use of natural language processing on narrative medication schedules to compute average weekly dose.

Pharmacoepidemiology and drug safety Sep 16, 2016
PURPOSE: Medications with non-standard dosing and unstandardized units of measurement make the estimation of prescribed dose difficult from pharmacy dispensing data. A natural language processing tool named the SIG extractor was developed to identify...
Natural Language Processing Confidence Intervals Cyclophosphamide Antirheumatic Agents Drug Administration Schedule Humans Reproducibility of Results United States Cyclosporine United States Department of Veterans Affairs Dose-Response Relationship, Radiation Pharmaceutical Services
View on PubMed DOI
Popular Topics
Recent Journals