AIMC Topic: Reproducibility of Results

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Screening for active pulmonary tuberculosis: Development and applicability of artificial neural network models.

Tuberculosis (Edinburgh, Scotland) May 19, 2018
Tuberculosis (TB) remains a significant public health challenge, motivated by the diversity of healthcare epidemiological settings, as other factors. Cost-effective screening has substantial importance for TB control, demanding new diagnostic tools. ...
Tuberculosis, Pulmonary Mycobacterium tuberculosis Bacteriological Techniques Female Decision Support Systems, Clinical Adult Mass Screening Reproducibility of Results Male Predictive Value of Tests Risk Factors Brazil Middle Aged Sputum Young Adult Lung Humans Prevalence Risk Assessment Neural Networks, Computer Diagnosis, Computer-Assisted Decision Support Techniques Databases, Factual
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Automated comprehensive Adolescent Idiopathic Scoliosis assessment using MVC-Net.

Medical image analysis May 18, 2018
Automated quantitative estimation of spinal curvature is an important task for the ongoing evaluation and treatment planning of Adolescent Idiopathic Scoliosis (AIS). It solves the widely accepted disadvantage of manual Cobb angle measurement (time-c...
Algorithms Female Reproducibility of Results Male Scoliosis Adolescent Image Interpretation, Computer-Assisted Humans Neural Networks, Computer
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Deep convolutional neural network for segmentation of knee joint anatomy.

Magnetic resonance in medicine May 17, 2018
PURPOSE: To describe and evaluate a new segmentation method using deep convolutional neural network (CNN), 3D fully connected conditional random field (CRF), and 3D simplex deformable modeling to improve the efficiency and accuracy of knee joint tiss...
Bone and Bones Imaging, Three-Dimensional Image Processing, Computer-Assisted Knee Joint Knee Cartilage Aged Tomography, X-Ray Computed Male Female Middle Aged Reproducibility of Results Deep Learning Humans Neural Networks, Computer
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A Novel Deep Learning Approach for Automated Diagnosis of Acute Ischemic Infarction on Computed Tomography.

JACC. Cardiovascular imaging May 16, 2018
Humans Prospective Studies Aged, 80 and over Predictive Value of Tests Tomography, X-Ray Computed Acute Disease Male Female Radiographic Image Interpretation, Computer-Assisted Middle Aged Reproducibility of Results Brain Infarction Deep Learning Aged
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DPP-PseAAC: A DNA-binding protein prediction model using Chou's general PseAAC.

Journal of theoretical biology May 16, 2018
A DNA-binding protein (DNA-BP) is a protein that can bind and interact with a DNA. Identification of DNA-BPs using experimental methods is expensive as well as time consuming. As such, fast and accurate computational methods are sought for predicting...
Algorithms Reproducibility of Results Computational Biology Protein Domains Amino Acids DNA-Binding Proteins Support Vector Machine Amino Acid Sequence Databases, Protein Nucleic Acid Conformation DNA Models, Molecular
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Reliability, validity and discriminant ability of the instrumental indices provided by a novel planar robotic device for upper limb rehabilitation.

Journal of neuroengineering and rehabilitation May 16, 2018
BACKGROUND: In the last few years, there has been an increasing interest in the use of robotic devices to objectively quantify motor performance of patients after brain damage. Although these robot-derived measures can potentially add meaningful info...
Upper Extremity Stroke Rehabilitation Robotics Stroke Outcome Assessment, Health Care Motor Activity Humans Female Cross-Sectional Studies Male Middle Aged Reproducibility of Results Aged
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3D/2D model-to-image registration by imitation learning for cardiac procedures.

International journal of computer assisted radiology and surgery May 12, 2018
PURPOSE: In cardiac interventions, such as cardiac resynchronization therapy (CRT), image guidance can be enhanced by involving preoperative models. Multimodality 3D/2D registration for image guidance, however, remains a significant research challeng...
Models, Anatomic Algorithms Humans Reproducibility of Results Image Processing, Computer-Assisted Imaging, Three-Dimensional Machine Learning Multimodal Imaging Heart Cardiac Resynchronization Therapy
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A Deep Learning Approach for Targeted Contrast-Enhanced Ultrasound Based Prostate Cancer Detection.

IEEE/ACM transactions on computational biology and bioinformatics May 11, 2018
The important role of angiogenesis in cancer development has driven many researchers to investigate the prospects of noninvasive cancer diagnosis based on the technology of contrast-enhanced ultrasound (CEUS) imaging. This paper presents a deep learn...
Video Recording Neoplasm Transplantation Contrast Media Models, Statistical Area Under Curve Prostatic Neoplasms Humans Male Deep Learning Neural Networks, Computer Ultrasonography Algorithms Image Processing, Computer-Assisted Reproducibility of Results Computational Biology Sensitivity and Specificity
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Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers.

Artificial intelligence in medicine May 10, 2018
OBJECTIVE: Death certificates are an invaluable source of cancer mortality statistics. However, this value can only be realised if accurate, quantitative data can be extracted from certificates-an aim hampered by both the volume and variable quality ...
Humans Data Accuracy Rare Diseases Natural Language Processing Databases, Factual New South Wales Cause of Death Reproducibility of Results Death Certificates Registries Neoplasms Data Mining Support Vector Machine
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Quantitative analysis of glycated albumin in serum based on ATR-FTIR spectrum combined with SiPLS and SVM.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy May 7, 2018
A rapid quantitative analysis model for determining the glycated albumin (GA) content based on Attenuated total reflectance (ATR)-Fourier transform infrared spectroscopy (FTIR) combining with linear SiPLS and nonlinear SVM has been developed. Firstly...
Humans Reproducibility of Results Linear Models Glycation End Products, Advanced Serum Albumin Glycated Serum Albumin Sensitivity and Specificity Support Vector Machine Spectroscopy, Fourier Transform Infrared Least-Squares Analysis
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