AIMC Topic: Female

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Comparing Deep Learning Models for Multi-cell Classification in Liquid- based Cervical Cytology Image.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
Liquid-based cytology (LBC) is a reliable automated technique for the screening of Papanicolaou (Pap) smear data. It is an effective technique for collecting a majority of the cervical cells and aiding cytopathologists in locating abnormal cells. Mos...
Neural Networks, Computer Datasets as Topic Female Uterine Cervical Neoplasms Deep Learning ROC Curve Papanicolaou Test Vaginal Smears Cervix Uteri Humans
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Interpretation of machine learning predictions for patient outcomes in electronic health records.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
Electronic health records are an increasingly important resource for understanding the interactions between patient health, environment, and clinical decisions. In this paper we report an empirical study of predictive modeling of seven patient outcom...
Patient Outcome Assessment Male Humans Logistic Models Models, Theoretical Machine Learning Models, Statistical Electronic Health Records Female
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Regional Variations in Documentation of Sexual Trauma Concepts in Electronic Medical Records in the United States Veterans Health Administration.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
Experiences of sexual trauma are associated with adverse patient and health system outcomes, but are not systematically documented in electronic health records (EHR). To describe variations in how sexual trauma is documented in the Veterans Health ...
Military Personnel United States Department of Veterans Affairs Veterans Sex Offenses United States Mental Health Services Natural Language Processing Documentation Adult Male Humans Child Primary Health Care Disclosure Electronic Health Records Female
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Determination of Marital Status of Patients from Structured and Unstructured Electronic Healthcare Data.

AMIA ... Annual Symposium proceedings. AMIA Symposium Mar 4, 2020
Social Determinants of Health, including marital status, are becoming increasingly identified as key drivers of health care utilization. This paper describes a robust method to determine the marital status of patients using structured and unstructure...
Marital Status Social Determinants of Health Utah Humans Female Machine Learning Male Electronic Health Records Natural Language Processing Hospitals, University
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A Residual Based Attention Model for EEG Based Sleep Staging.

IEEE journal of biomedical and health informatics Mar 3, 2020
Sleep staging is to score the sleep state of a subject into different sleep stages such as Wake and Rapid Eye Movement (REM). It plays an indispensable role in the diagnosis and treatment of sleep disorders. As manual sleep staging through well-train...
Middle Aged Deep Learning Electroencephalography Signal Processing, Computer-Assisted Aged Young Adult Adult Male Sleep Stages Neural Networks, Computer Databases, Factual Female Humans
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Single-Port Robotic Urological Surgery Using Purpose-Built Single-Port Surgical System: Single-Institutional Experience With the First 100 Cases.

Urology Mar 3, 2020
OBJECTIVES: To present a comprehensive report regarding our experience with single-port robotic surgery in our first 100 consecutive patients. We describe the diversity of procedures that can be performed with this platform as well as the challenges ...
Male Middle Aged Postoperative Complications Urologic Neoplasms Robotics Humans Female Aged Intraoperative Complications Minimally Invasive Surgical Procedures Urologic Surgical Procedures Robotic Surgical Procedures Outcome and Process Assessment, Health Care Preoperative Care Conversion to Open Surgery
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Hypofractionated Robotic Stereotactic Radiosurgery for Vagal Paragangliomas: A Novel Treatment Strategy for Cranial Nerve Preservation.

Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery Mar 3, 2020
OBJECTIVE: To provide the first description of hypofractionated stereotactic radiosurgery (SRS) and evaluate tumor control and safety for vagal paragangliomas (VPs), which begin at the skull base but often have significant extracranial extension.
Adult Male Middle Aged Adolescent Retrospective Studies Tomography, X-Ray Computed Female Neoplasm Staging Young Adult Radiosurgery Humans Vagus Nerve Cranial Nerve Neoplasms Paraganglioma Treatment Outcome Follow-Up Studies Magnetic Resonance Imaging Robotics
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Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm.

International journal of medical informatics Mar 3, 2020
OBJECTIVE: Predicting the risk of falls in advance can benefit the quality of care and potentially reduce mortality and morbidity in the older population. The aim of this study was to construct and validate an electronic health record-based fall risk...
Comorbidity Accidental Falls Cohort Studies Parkinson Disease Aged Maine Algorithms Aged, 80 and over Electronic Health Records Male Female Risk Assessment Risk Factors Humans Machine Learning
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AppendiXNet: Deep Learning for Diagnosis of Appendicitis from A Small Dataset of CT Exams Using Video Pretraining.

Scientific reports Mar 3, 2020
The development of deep learning algorithms for complex tasks in digital medicine has relied on the availability of large labeled training datasets, usually containing hundreds of thousands of examples. The purpose of this study was to develop a 3D d...
Algorithms Female Adult Cross-Sectional Studies Deep Learning Appendicitis Male Humans Middle Aged
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Pragmatics, Theory of Mind and executive functions in schizophrenia: Disentangling the puzzle using machine learning.

PloS one Mar 3, 2020
OBJECTIVE: Schizophrenia is associated with a severe impairment in the communicative-pragmatic domain. Recent research has tried to disentangle the relationship between communicative impairment and other domains usually impaired in schizophrenia, i.e...
Female Young Adult Adult Humans Machine Learning Neuropsychological Tests Social Communication Disorder Models, Psychological Theory of Mind Communication Linguistics Executive Function Male Schizophrenic Psychology Cognition Middle Aged Bayes Theorem Case-Control Studies Memory, Short-Term Schizophrenia
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