AIMC Topic: Female

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Efficient Epileptic Seizure Prediction Based on Deep Learning.

IEEE transactions on biomedical circuits and systems Jul 17, 2019
Epilepsy is one of the world's most common neurological diseases. Early prediction of the incoming seizures has a great influence on epileptic patients' life. In this paper, a novel patient-specific seizure prediction technique based on deep learning...
Child Models, Neurological Electroencephalography Seizures Signal Processing, Computer-Assisted Male Deep Learning Adolescent Child, Preschool Humans Female
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Robotic-assisted therapy with bilateral practice improves task and motor performance in the upper extremities of chronic stroke patients: A randomised controlled trial.

Australian occupational therapy journal Jul 17, 2019
BACKGROUND/AIM: Task-specific repetitive training, a usual care in occupational therapy practice, and robotic-aided rehabilitation with bilateral practice are used to improve upper limb motor and task performance. The difference in effects of two str...
Stroke Rehabilitation Humans Middle Aged Female Recovery of Function Aged Robotics Occupational Therapy Adult Upper Extremity Male
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Fully automated analysis for bone scintigraphy with artificial neural network: usefulness of bone scan index (BSI) in breast cancer.

Annals of nuclear medicine Jul 17, 2019
OBJECTIVE: Artificial neural network (ANN) technology has been developed for clinical use to analyze bone scintigraphy with metastatic bone tumors. It has been reported to improve diagnostic accuracy and reproducibility especially in cases of prostat...
Positron Emission Tomography Computed Tomography Automation Fluorodeoxyglucose F18 Bone and Bones Whole Body Imaging Female Breast Neoplasms Middle Aged Image Processing, Computer-Assisted Bone Neoplasms Humans Neural Networks, Computer Retrospective Studies
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TyG-er: An ensemble Regression Forest approach for identification of clinical factors related to insulin resistance condition using Electronic Health Records.

Computers in biology and medicine Jul 17, 2019
BACKGROUND: Insulin resistance is an early-stage deterioration of Type 2 diabetes. Identification and quantification of insulin resistance requires specific blood tests; however, the triglyceride-glucose (TyG) index can provide a surrogate assessment...
Humans Machine Learning Electronic Health Records Female Diabetes Mellitus, Type 2 Aged Insulin Resistance Male Triglycerides Middle Aged Blood Glucose
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Management for Ureteral Stenosis: A Comparison of Robot-Assisted Laparoscopic Ureteroureterostomy and Conventional Laparoscopic Ureteroureterostomy.

Journal of laparoendoscopic & advanced surgical techniques. Part A Jul 17, 2019
To describe and analyze our experience of robotic-assisted laparoscopic ureteroureterostomy (RALU) and conventional LU for the repair of ureteral stenosis and compare the differences of safety and efficacy between RALU and LU. Patients who underwen...
Humans Retrospective Studies Tomography, X-Ray Computed Female Anastomosis, Surgical Ureterostomy Middle Aged Postoperative Period Aged Treatment Outcome Young Adult Ureter Operative Time Adult Ureteral Obstruction Robotics Male Laparoscopy
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Comparative performances of machine learning methods for classifying Crohn Disease patients using genome-wide genotyping data.

Scientific reports Jul 17, 2019
Crohn Disease (CD) is a complex genetic disorder for which more than 140 genes have been identified using genome wide association studies (GWAS). However, the genetic architecture of the trait remains largely unknown. The recent development of machin...
Polymorphism, Single Nucleotide Genotype Logistic Models Models, Genetic Decision Trees Deep Learning Genome-Wide Association Study ROC Curve Genetic Predisposition to Disease INDEL Mutation Area Under Curve Crohn Disease Alleles Nonlinear Dynamics Genotyping Techniques Humans Neural Networks, Computer Female Male
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Cervical Cancer Identification with Synthetic Minority Oversampling Technique and PCA Analysis using Random Forest Classifier.

Journal of medical systems Jul 17, 2019
Cervical cancer is the fourth most communal malignant disease amongst women worldwide. In maximum circumstances, cervical cancer indications are not perceptible at its initial stages. There are a proportion of features that intensify the threat of em...
Humans Machine Learning Algorithms Female Age Factors Principal Component Analysis Sexual Behavior Smoking Hormonal Contraception Risk Factors Sensitivity and Specificity Uterine Cervical Neoplasms Support Vector Machine Sexually Transmitted Diseases
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Two-Dimensional Light Scattering Anisotropy Cytometry for Label-Free Classification of Ovarian Cancer Cells via Machine Learning.

Cytometry. Part A : the journal of the International Society for Analytical Cytology Jul 16, 2019
We develop a single-mode fiber-based cytometer for the obtaining of two-dimensional (2D) light scattering patterns from static single cells. Anisotropy of the 2D light scattering patterns of single cells from ovarian cancer and normal cell lines is i...
Anisotropy Ovarian Neoplasms Flow Cytometry Scattering, Radiation Microfluidic Analytical Techniques Humans Machine Learning Female Support Vector Machine
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Machine Learning-Based Predictive Modeling of Surgical Intervention in Glaucoma Using Systemic Data From Electronic Health Records.

American journal of ophthalmology Jul 16, 2019
PURPOSE: To predict the need for surgical intervention in patients with primary open-angle glaucoma (POAG) using systemic data in electronic health records (EHRs).
Humans Machine Learning Retrospective Studies Electronic Health Records Female Reproducibility of Results ROC Curve Aged Models, Statistical Aged, 80 and over Odds Ratio Sensitivity and Specificity Glaucoma, Open-Angle Filtering Surgery Intraocular Pressure Male Middle Aged Disease Progression
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Engineering approaches for characterizing soft tissue mechanical properties: A review.

Clinical biomechanics (Bristol, Avon) Jul 16, 2019
From cancer diagnosis to detailed characterization of arterial wall biomechanics, the elastic property of tissues is widely studied as an early sign of disease onset. The fibrous structural features of tissues are a direct measure of its health and f...
Elasticity Imaging Techniques Area Under Curve Diagnostic Imaging Cell Membrane Tomography, Optical Coherence Robotic Surgical Procedures Biomechanical Phenomena Vagina Humans Equipment Design Prostate Male Stomach Machine Learning Neoplasms Breast Bioengineering Female Fiber Optic Technology Microscopy, Atomic Force Brain Neoplasms Liver Elasticity
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