AIMC Topic: Female

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Fast and automatic assessment of fall risk by coupling machine learning algorithms with a depth camera to monitor simple balance tasks.

Journal of neuroengineering and rehabilitation Jun 11, 2019
BACKGROUND: Falls in the elderly constitute a major health issue associated to population ageing. Current clinical tests evaluating fall risk mostly consist in assessing balance abilities. The devices used for these tests can be expensive or inconven...
Wearable Electronic Devices Aged Postural Balance Aged, 80 and over Exercise Therapy Adult Male Accidental Falls Humans Machine Learning Female
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Discriminant analysis and machine learning approach for evaluating and improving the performance of immunohistochemical algorithms for COO classification of DLBCL.

Journal of translational medicine Jun 11, 2019
BACKGROUND: Diffuse large B-cell lymphoma (DLBCL) is classified into germinal center-like (GCB) and non-germinal center-like (non-GCB) cell-of-origin groups, entities driven by different oncogenic pathways with different clinical outcomes. DLBCL clas...
Aged, 80 and over Adult Lymphoma, Large B-Cell, Diffuse Male Decision Trees Bayes Theorem Discriminant Analysis Middle Aged Gene Expression Profiling Machine Learning Algorithms Female Aged B-Lymphocytes Humans Immunohistochemistry Germinal Center
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Machine-learning to stratify diabetic patients using novel cardiac biomarkers and integrative genomics.

Cardiovascular diabetology Jun 11, 2019
BACKGROUND: Diabetes mellitus is a chronic disease that impacts an increasing percentage of people each year. Among its comorbidities, diabetics are two to four times more likely to develop cardiovascular diseases. While HbA1c remains the primary dia...
CpG Islands Systems Integration Mitochondria, Heart Diabetic Cardiomyopathies DNA Methylation Glycated Hemoglobin Genetic Markers DNA, Mitochondrial Risk Assessment Disease Progression Diabetes Mellitus, Type 2 Genomics Epigenesis, Genetic Models, Genetic Support Vector Machine Genetic Predisposition to Disease Polymorphism, Single Nucleotide Prognosis Female Risk Factors Male Middle Aged Humans
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Using Machine Learning Algorithms to Predict Hepatitis B Surface Antigen Seroclearance.

Computational and mathematical methods in medicine Jun 11, 2019
Hepatitis B surface antigen (HBsAg) seroclearance during treatment is associated with a better prognosis among patients with chronic hepatitis B (CHB). Significant gaps remain in our understanding on how to predict HBsAg seroclearance accurately and ...
Hepatitis B Surface Antigens Male Female Decision Trees Reproducibility of Results Humans Middle Aged DNA, Viral Adult China Sensitivity and Specificity Regression Analysis ROC Curve Machine Learning Area Under Curve Computer Simulation Hepatitis B, Chronic Prognosis
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Comparative outcomes of minimally invasive and robotic-assisted esophagectomy.

Surgical endoscopy Jun 10, 2019
OBJECTIVE: Minimally invasive esophagectomy (MIE) has demonstrated superior outcomes compared to open approaches. The myriad of techniques has precluded the recommendation of a standard approach. The addition of robotics to esophageal resection has p...
Humans Databases, Factual Middle Aged Robotics Minimally Invasive Surgical Procedures Laparoscopy Esophagectomy Prospective Studies Female Aged Male Esophageal Neoplasms Florida
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Using Machine Learning to Identify Suicide Risk: A Classification Tree Approach to Prospectively Identify Adolescent Suicide Attempters.

Archives of suicide research : official journal of the International Academy for Suicide Research Jun 10, 2019
This study applies classification tree analysis to prospectively identify suicide attempters among a large adolescent community sample, to demonstrate the strengths and limitations of this approach for risk identification. Data were drawn from the Na...
Humans Machine Learning Suicide, Attempted Adolescent Longitudinal Studies Female Impulsive Behavior Personality Assessment Risk Factors Male Risk Assessment
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Artificial neural network optimizes self-examination of osteoporosis risk in women.

The Journal of international medical research Jun 10, 2019
OBJECTIVE: This study aimed to investigate the application of an artificial neural network (ANN) in optimizing the Osteoporosis Self-Assessment Tool for Asians (OSTA) score.
Follow-Up Studies Absorptiometry, Photon Self-Examination Aged Aged, 80 and over Humans Middle Aged Neural Networks, Computer Risk Assessment Osteoporosis Female Risk Factors Prognosis Bone Density
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Early Detection of Depression: Social Network Analysis and Random Forest Techniques.

Journal of medical Internet research Jun 10, 2019
BACKGROUND: Major depressive disorder (MDD) or depression is among the most prevalent psychiatric disorders, affecting more than 300 million people globally. Early detection is critical for rapid intervention, which can potentially reduce the escalat...
Female Male Depression Remote Sensing Technology Humans Artificial Intelligence Machine Learning Social Networking
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A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features.

BMC bioinformatics Jun 10, 2019
BACKGROUND: It is of great clinical significance to develop an accurate computer aided system to accurately diagnose the breast cancer. In this study, an enhanced machine learning framework is established to diagnose the breast cancer. The core of th...
Support Vector Machine Drosophila melanogaster Female Reproducibility of Results Humans Breast Neoplasms Neural Networks, Computer Animals
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Development of machine learning algorithms for prediction of prolonged opioid prescription after surgery for lumbar disc herniation.

The spine journal : official journal of the North American Spine Society Jun 9, 2019
BACKGROUND CONTEXT: Spine surgery has been identified as a risk factor for prolonged postoperative opioid use. Preoperative prediction of opioid use could improve risk stratification, shared decision-making, and patient counseling before surgery.
Drug Administration Schedule Orthopedic Procedures Pain, Postoperative Lumbar Vertebrae Analgesics, Opioid Intervertebral Disc Displacement Humans Machine Learning Retrospective Studies Female Middle Aged Case-Control Studies Logistic Models Adult Male
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