AIMC Topic: Female

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Computer-aided diagnosis of congenital abnormalities of the kidney and urinary tract in children based on ultrasound imaging data by integrating texture image features and deep transfer learning image features.

Journal of pediatric urology Oct 31, 2018
INTRODUCTION: Anatomic characteristics of kidneys derived from ultrasound images are potential biomarkers of children with congenital abnormalities of the kidney and urinary tract (CAKUT), but current methods are limited by the lack of automated proc...
Prospective Studies Vesico-Ureteral Reflux Infant Female Urogenital Abnormalities Diagnosis, Computer-Assisted Infant, Newborn Deep Learning Humans Ultrasonography Male
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Automatic localization of the subthalamic nucleus on patient-specific clinical MRI by incorporating 7 T MRI and machine learning: Application in deep brain stimulation.

Human brain mapping Oct 31, 2018
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) has shown clinical potential for relieving the motor symptoms of advanced Parkinson's disease. While accurate localization of the STN is critical for consistent across-patients effective D...
Machine Learning Databases, Factual Female Aged Humans Neuroimaging Subthalamic Nucleus Essential Tremor Parkinson Disease Feasibility Studies Deep Brain Stimulation Image Interpretation, Computer-Assisted Male Middle Aged Magnetic Resonance Imaging
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Patch-based classification of thyroid nodules in ultrasound images using direction independent features extracted by two-threshold binary decomposition.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Oct 31, 2018
Ultrasound imaging of the thyroid gland is considered to be the best diagnostic choice for evaluating thyroid nodules in early stages, since it has been marked as cost-effective, non-invasive and risk-free. Computer aided diagnosis (CAD) systems can ...
Diagnosis, Differential Image Interpretation, Computer-Assisted Diagnosis, Computer-Assisted Ultrasonography Thyroid Nodule Humans Support Vector Machine Female Sensitivity and Specificity Male Middle Aged
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A novel approach to emotion recognition using local subset feature selection and modified Dempster-Shafer theory.

Behavioral and brain functions : BBF Oct 31, 2018
BACKGROUND: Emotion recognition is an increasingly important field of research in brain computer interactions.
Humans Music Emotions Machine Learning Recognition, Psychology Electroencephalography Databases, Factual Video Recording Brain Female Young Adult Adult Male
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Diabetic Retinopathy Diagnosis from Retinal Images Using Modified Hopfield Neural Network.

Journal of medical systems Oct 31, 2018
Disease diagnosis from medical images has become increasingly important in medical science. Abnormality identification in retinal images has become a challenging task in medical science. Effective machine learning and soft computing methods should be...
Neural Networks, Computer Algorithms Female Aged Sensitivity and Specificity Male Middle Aged Humans Image Processing, Computer-Assisted Diabetic Retinopathy
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EEG may serve as a biomarker in Huntington's disease using machine learning automatic classification.

Scientific reports Oct 31, 2018
Reliable markers measuring disease progression in Huntington's disease (HD), before and after disease manifestation, may guide a therapy aimed at slowing or halting disease progression. Quantitative electroencephalography (qEEG) may provide a quantif...
Female Male Middle Aged Case-Control Studies Humans Machine Learning Biomarkers ROC Curve Electroencephalography Huntington Disease
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Ensemble machine learning prediction of posttraumatic stress disorder screening status after emergency room hospitalization.

Journal of anxiety disorders Oct 30, 2018
Posttraumatic stress disorder (PTSD) develops in a substantial minority of emergency room admits. Inexpensive and accurate person-level assessment of PTSD risk after trauma exposure is a critical precursor to large-scale deployment of early intervent...
Humans Stress Disorders, Post-Traumatic Machine Learning Male Middle Aged Female Emergency Service, Hospital Social Support Self Report Risk Factors Depressive Disorder Hospitalization Adult
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Convolutional Neural Networks Promising in Lung Cancer T-Parameter Assessment on Baseline FDG-PET/CT.

Contrast media & molecular imaging Oct 30, 2018
AIM: To develop an algorithm, based on convolutional neural network (CNN), for the classification of lung cancer lesions as T1-T2 or T3-T4 on staging fluorodeoxyglucose positron emission tomography (FDG-PET)/CT images.
Adult Male Neoplasm Staging Middle Aged Retrospective Studies Humans Fluorodeoxyglucose F18 Deep Learning Female Neural Networks, Computer Aged Lung Neoplasms Algorithms Aged, 80 and over Area Under Curve Positron Emission Tomography Computed Tomography
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Self-selected speed gait training in Parkinson's disease: robot-assisted gait training with virtual reality versus gait training on the ground.

European journal of physical and rehabilitation medicine Oct 29, 2018
BACKGROUND: Parkinson's disease (PD) is a neurodegenerative disorder causing progressive gait disability. Although robot-assisted gait training (RAGT) using the Lokomat device has been demonstrated to improve gait in PD, it is not clear what the best...
Retrospective Studies Female Aged Male Humans Robotics Self Concept Exercise Therapy Walking Speed Middle Aged Virtual Reality Treatment Outcome Parkinson Disease
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Robot milking and relationship with culling rate in dairy cows.

Animal : an international journal of animal bioscience Oct 29, 2018
Cow routines and behavioral responses are altered substantially following the installation of robot milking. The present study was designed to analyze the effect that switching from milking parlor to automatic milking system (AMS) had on the culling ...
Spain Female Dairying Animals Cattle Cattle Diseases Robotics
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