AIMC Topic: Male

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A machine learning model to classify aortic dissection patients in the early diagnosis phase.

Scientific reports Feb 25, 2019
Aortic dissection is one of the most clinical-challenging and life-threatening cardiovascular diseases associated with high morbidity and mortality. Aortic dissection requires fast diagnosis and timely therapy. Any delay or misdiagnosis can cause sev...
Humans Machine Learning Algorithms Middle Aged Female Area Under Curve Young Adult Bayes Theorem Adult Aortic Dissection Male
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Differentiation of renal angiomyolipoma without visible fat from renal cell carcinoma by machine learning based on whole-tumor computed tomography texture features.

Acta radiologica (Stockholm, Sweden : 1987) Feb 24, 2019
Carcinoma, Renal Cell Angiomyolipoma Tomography, X-Ray Computed Female Reproducibility of Results Male Middle Aged Kidney Diagnosis, Differential Humans Image Interpretation, Computer-Assisted Kidney Neoplasms Machine Learning Retrospective Studies
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Accuracy of ultrawide-field fundus ophthalmoscopy-assisted deep learning for detecting treatment-naïve proliferative diabetic retinopathy.

International ophthalmology Feb 23, 2019
PURPOSE: We investigated using ultrawide-field fundus images with a deep convolutional neural network (DCNN), which is a machine learning technology, to detect treatment-naïve proliferative diabetic retinopathy (PDR).
Middle Aged Diagnosis, Computer-Assisted Deep Learning Area Under Curve Ophthalmoscopy Female Aged Adult Sensitivity and Specificity Humans Male Diabetic Retinopathy
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Machine Learning Accurately Predicts Short-Term Outcomes Following Open Reduction and Internal Fixation of Ankle Fractures.

The Journal of foot and ankle surgery : official publication of the American College of Foot and Ankle Surgeons Feb 23, 2019
Ankle fractures are common orthopedic injuries with favorable outcomes when managed with open reduction and internal fixation (ORIF). Several patient-related risk factors may contribute to poor short-term outcomes, and machine learning may be a valua...
Length of Stay Hospital Mortality United States Hypertension Diabetes Mellitus Age Factors Fracture Fixation, Internal Lung Diseases Medicare Risk Factors Cross-Sectional Studies Male Middle Aged Postoperative Complications Machine Learning Medicaid Humans Algorithms Open Fracture Reduction Databases, Factual Heart Failure Female Anemia Renal Insufficiency Ankle Fractures
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Natural language processing of lifestyle modification documentation.

Health informatics journal Feb 22, 2019
Lifestyle modification, including diet, exercise, and tobacco cessation, is the first-line treatment of many disorders including hypertension, obesity, and diabetes. Lifestyle modification data are not easily retrieved or used in research due to thei...
Female Male Natural Language Processing Documentation Life Style Humans Research Design Electronic Health Records
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Job interview training targeting nonverbal communication using an android robot for individuals with autism spectrum disorder.

Autism : the international journal of research and practice Feb 22, 2019
Job interviews are significant barriers for individuals with autism spectrum disorder because these individuals lack good nonverbal communication skills. We developed a job interview training program using an android robot. The job interview training...
Humans Autism Spectrum Disorder Female Young Adult Adult Hydrocortisone Male Saliva Adolescent Job Application Stress, Psychological Formative Feedback Nonverbal Communication Robotics Social Skills
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Upper limb motor pre-clinical assessment in Parkinson's disease using machine learning.

Parkinsonism & related disorders Feb 22, 2019
INTRODUCTION: Parkinson's disease (PD) is a common neurodegenerative disorder characterized by disabling motor and non-motor symptoms. For example, idiopathic hyposmia (IH), which is a reduced olfactory sensitivity, is typical in >95% of PD patients ...
Motor Activity Upper Extremity Humans Middle Aged Machine Learning Wearable Electronic Devices Female Parkinson Disease Aged Actigraphy Male
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A novel machine-learning-based infection screening system via 2013-2017 seasonal influenza patients' vital signs as training datasets.

The Journal of infection Feb 22, 2019
Male Middle Aged Adolescent Child Mass Screening Aged, 80 and over Young Adult Adult Sensitivity and Specificity Predictive Value of Tests Influenza, Human Vital Signs Clinical Decision Rules Humans Machine Learning Female Aged
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Physiological and kinematic effects of a soft exosuit on arm movements.

Journal of neuroengineering and rehabilitation Feb 22, 2019
BACKGROUND: Soft wearable robots (exosuits), being lightweight, ergonomic and low power-demanding, are attractive for a variety of applications, ranging from strength augmentation in industrial scenarios, to medical assistance for people with motor i...
Isometric Contraction Movement Exoskeleton Device Muscle Fatigue Humans Self-Help Devices Female Electromyography Adult Prosthesis Design Biomechanical Phenomena Hamstring Muscles Torque Male Wearable Electronic Devices Arm Robotics Elbow
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Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data.

PloS one Feb 22, 2019
BACKGROUND: Rapid antibiotic administration is known to improve sepsis outcomes, however early diagnosis remains challenging due to complex presentation. Our objective was to develop a model using readily available electronic health record (EHR) data...
Diagnosis, Computer-Assisted Female Humans Infant, Newborn Sepsis Male Machine Learning Models, Biological Infant Critical Care Retrospective Studies Electronic Health Records
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