AIMC Topic: Female

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Using Predictive Modeling and Machine Learning to Identify Patients Appropriate for Outpatient Anterior Cervical Fusion and Discectomy.

Spine May 15, 2021
STUDY DESIGN: Retrospective, case-control.
Female Risk Factors Adult Male Middle Aged Humans Machine Learning Databases, Factual Retrospective Studies Spinal Fusion Case-Control Studies Ambulatory Surgical Procedures Quality Improvement Cohort Studies Spinal Diseases Predictive Value of Tests Diskectomy Cervical Vertebrae
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Predicting in-hospital mortality in ICU patients with sepsis using gradient boosting decision tree.

Medicine May 14, 2021
Sepsis is a leading cause of mortality in the intensive care unit. Early prediction of sepsis can reduce the overall mortality rate and cost of sepsis treatment. Some studies have predicted mortality and development of sepsis using machine learning m...
Logistic Models Support Vector Machine Decision Trees Clinical Decision Rules Sepsis Adolescent Hospital Mortality ROC Curve Young Adult Adult Male Middle Aged Algorithms Female Humans Intensive Care Units Aged Machine Learning Aged, 80 and over
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[A preliminary investigation on a deep learning convolutional neural networks based pulmonary tuberculosis CT diagnostic model].

Zhonghua jie he he hu xi za zhi = Zhonghua jiehe he huxi zazhi = Chinese journal of tuberculosis and respiratory diseases May 12, 2021
To evaluate the clinical value of a pulmonary tuberculosis CT diagnostic model based on deep learning convolutional neural networks (CNN). From March 2017 to March 2018,a total of 1 764 patients with positive sputum for tuberculous bacterium and ha...
Male Humans Neural Networks, Computer Deep Learning Tomography, X-Ray Computed Tuberculosis, Pulmonary Female Thorax
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Comparisons between Locomat and Walkbot robotic gait training regarding balance and lower extremity function among non-ambulatory chronic acquired brain injury survivors.

Medicine May 7, 2021
Lower limb rehabilitation exoskeleton robots connect with the human body in a wearable way and control the movement of joints in the gait rehabilitation process. Among treadmill-based lower limb rehabilitation exoskeleton robots, Lokomat (Hocoma AG, ...
Gait Combined Modality Therapy Exoskeleton Device Physical Therapy Modalities Paraplegia Brain Injury, Chronic Survivors Rehabilitation Centers Humans Middle Aged Female Retrospective Studies Treatment Outcome Adult Brain Injuries, Traumatic Cross-Sectional Studies Robotics Male
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Four Biomarkers-Based Artificial Neural Network Model for Accurate Early Prediction of Bacteremia with Low-level Procalcitonin.

Annals of clinical and laboratory science May 1, 2021
OBJECTIVE: Procalcitonin levels above 2.0 ng/mL are associated with a higher risk of severe sepsis. Bacteremia with procalcitonin levels lower than 2.0 ng/mL has not received much attention, and relevant prediction models are lacking. Herein, a panel...
Adolescent Humans Bacteria Neural Networks, Computer Bacteremia Interleukin-6 C-Reactive Protein Adult Procalcitonin Biomarkers Lactic Acid Male Middle Aged Aged Retrospective Studies Case-Control Studies Aged, 80 and over Female Young Adult
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Applying Artificial Intelligence to Gynecologic Oncology: A Review.

Obstetrical & gynecological survey May 1, 2021
IMPORTANCE: Artificial intelligence (AI) will play an increasing role in health care. In gynecologic oncology, it can advance tailored screening, precision surgery, and personalized targeted therapies.
Algorithms Female Uterine Cervical Neoplasms Humans Artificial Intelligence Mass Screening Medical Oncology
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Deep learning for detecting congenital heart disease in the fetus.

Nature medicine May 1, 2021
Pregnancy Humans Deep Learning Female Neural Networks, Computer Fetus Heart Defects, Congenital
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Automated NLP Extraction of Clinical Rationale for Treatment Discontinuation in Breast Cancer.

JCO clinical cancer informatics May 1, 2021
PURPOSE: Key oncology end points are not routinely encoded into electronic medical records (EMRs). We assessed whether natural language processing (NLP) can abstract treatment discontinuation rationale from unstructured EMR notes to estimate toxicity...
Humans Algorithms Retrospective Studies Natural Language Processing Female Electronic Health Records Breast Neoplasms
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Deep-learning-based cardiovascular risk stratification using coronary artery calcium scores predicted from retinal photographs.

The Lancet. Digital health May 1, 2021
BACKGROUND: Coronary artery calcium (CAC) score is a clinically validated marker of cardiovascular disease risk. We developed and validated a novel cardiovascular risk stratification system based on deep-learning-predicted CAC from retinal photograph...
Adult Male Cardiovascular Diseases Middle Aged Risk Assessment Algorithms Republic of Korea Female Aged Singapore Coronary Artery Disease Retina United Kingdom Proportional Hazards Models Deep Learning ROC Curve Predictive Value of Tests Area Under Curve Humans Kaplan-Meier Estimate Vascular Calcification
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Machine Learning Predicts the 3D Outcomes of Adolescent Idiopathic Scoliosis Surgery Using Patient-Surgeon Specific Parameters.

Spine May 1, 2021
STUDY DESIGN: Retrospective descriptive, multicenter study.
Surgeons Adolescent Cohort Studies Prognosis Imaging, Three-Dimensional Humans Retrospective Studies Spinal Fusion Thoracic Vertebrae Female Machine Learning Patient Satisfaction Treatment Outcome Male Scoliosis
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