AIMC Topic: Female

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High-Throughput, Contact-Free Detection of Atrial Fibrillation From Video With Deep Learning.

JAMA cardiology Jan 1, 2020
This study uses video and a pretrained deep convolutional neural network to analyze facial photoplethysmographic signals in detection of atrial fibrillation.
Face Middle Aged Proof of Concept Study Aged Case-Control Studies Aged, 80 and over Humans Deep Learning Adult Neural Networks, Computer Photoplethysmography Electrocardiography Male Female Predictive Value of Tests Reproducibility of Results Atrial Fibrillation Video Recording
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Development of Genome-Derived Tumor Type Prediction to Inform Clinical Cancer Care.

JAMA oncology Jan 1, 2020
IMPORTANCE: Diagnosing the site of origin for cancer is a pillar of disease classification that has directed clinical care for more than a century. Even in an era of precision oncologic practice, in which treatment is increasingly informed by the pre...
Sequence Analysis, DNA Machine Learning Female Breast Neoplasms Humans Artificial Intelligence Genomics
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Imputation and characterization of uncoded self-harm in major mental illness using machine learning.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: We aimed to impute uncoded self-harm in administrative claims data of individuals with major mental illness (MMI), characterize self-harm incidence, and identify factors associated with coding bias.
Self-Injurious Behavior Suicidal Ideation Clinical Coding Incidence Mental Disorders Datasets as Topic Humans Classification Electronic Health Records Machine Learning Female Algorithms Adult Male
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Machine Learning by Ultrasonography for Genetic Risk Stratification of Thyroid Nodules.

JAMA otolaryngology-- head & neck surgery Jan 1, 2020
IMPORTANCE: Thyroid nodules are common incidental findings. Ultrasonography and molecular testing can be used to assess risk of malignant neoplasm.
Female Sensitivity and Specificity Male Middle Aged Risk Assessment Thyroid Neoplasms Ultrasonography Thyroid Nodule Humans Machine Learning Predictive Value of Tests
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Prediction of Sex-Specific Suicide Risk Using Machine Learning and Single-Payer Health Care Registry Data From Denmark.

JAMA psychiatry Jan 1, 2020
IMPORTANCE: Suicide is a public health problem, with multiple causes that are poorly understood. The increased focus on combining health care data with machine-learning approaches in psychiatry may help advance the understanding of suicide risk.
Risk Assessment Suicide Models, Statistical Denmark Female Marital Status Humans Adult Single-Payer System Registries Machine Learning Male Suicide, Completed Sex Factors Mental Disorders Middle Aged
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Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: Linking emergency medical services (EMS) electronic patient care reports (ePCRs) to emergency department (ED) records can provide clinicians access to vital information that can alter management. It can also create rich databases for resea...
Supervised Machine Learning Medical Record Linkage Male Logistic Models Emergency Medical Services Emergency Service, Hospital Humans Algorithms Retrospective Studies Female
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Technology-Based Objective Measures Detect Subclinical Axial Signs in Untreated, de novo Parkinson's Disease.

Journal of Parkinson's disease Jan 1, 2020
BACKGROUND: Technology-based objective measures (TOMs) recently gained relevance to support clinicians in the assessment of motor function in Parkinson's disease (PD), although limited data are available in the early phases.
Postural Balance Hypokinesia Tremor Gait Disorders, Neurologic Pilot Projects Wearable Electronic Devices Support Vector Machine Parkinson Disease Humans Phenotype Female Aged Male Middle Aged
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Facial Recognition Neural Networks Confirm Success of Facial Feminization Surgery.

Plastic and reconstructive surgery Jan 1, 2020
BACKGROUND: Male-to-female transgender patients desire to be identified, and treated, as female, in public and social settings. Facial feminization surgery entails a combination of highly visible changes in facial features. To study the effectiveness...
Male Image Processing, Computer-Assisted Treatment Outcome Feasibility Studies Sex Characteristics Humans Neural Networks, Computer Female Adult Face Postoperative Period Transgender Persons Gender-Affirming Surgery
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Ensuring electronic medical record simulation through better training, modeling, and evaluation.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: Electronic medical records (EMRs) can support medical research and discovery, but privacy risks limit the sharing of such data on a wide scale. Various approaches have been developed to mitigate risk, including record simulation via genera...
Female Humans Adult Male Neural Networks, Computer Child Computer Simulation Privacy Electronic Health Records Datasets as Topic Age Distribution Models, Theoretical Data Anonymization
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Feasibility of supplemental robot-assisted knee flexion exercise following total knee arthroplasty.

Journal of back and musculoskeletal rehabilitation Jan 1, 2020
BACKGROUND: The Hybrid Assistive Limb (HAL) is a robotic exoskeleton designed to support impaired limbs.
Male Pilot Projects Muscle Strength Recovery of Function Humans Female Aged Aged, 80 and over Range of Motion, Articular Arthroplasty, Replacement, Knee Knee Physical Therapy Modalities Robotics Visual Analog Scale Knee Joint Feasibility Studies Exercise Therapy
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