AIMC Topic: Female

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Multi-task exclusive relationship learning for alzheimer's disease progression prediction with longitudinal data.

Medical image analysis Jan 30, 2019
Alzheimer's disease (AD) is a neurodegenerative disorder characterized by progressive impairment of memory and other cognitive functions. Currently, many multi-task learning approaches have been proposed to predict the disease progression at the earl...
Humans Machine Learning Computer Simulation Female Aged Alzheimer Disease Male Disease Progression Image Processing, Computer-Assisted Magnetic Resonance Imaging Predictive Value of Tests
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Deep learning for cell image segmentation and ranking.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 30, 2019
Ninety years after its invention, the Pap test continues to be the most used method for the early identification of cervical precancerous lesions. In this test, the cytopathologists look for microscopic abnormalities in and around the cells, which is...
Uterine Cervical Neoplasms Deep Learning Papanicolaou Test Image Processing, Computer-Assisted Humans Neural Networks, Computer Algorithms Female
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Predicting Long-Term Mortality after Acute Coronary Syndrome Using Machine Learning Techniques and Hematological Markers.

Disease markers Jan 30, 2019
INTRODUCTION: Hematological indices including red cell distribution width and neutrophil to lymphocyte ratio are proven to be associated with outcomes of acute coronary syndrome. The usefulness of machine learning techniques in predicting mortality a...
Aged Humans Acute Coronary Syndrome Machine Learning Survival Rate Lymphocyte Count Biomarkers Male Erythrocyte Count Female Middle Aged Hospital Mortality
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Machine Learning-based Development and Validation of a Scoring System for Screening High-Risk Esophageal Varices.

Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association Jan 29, 2019
BACKGROUND & AIMS: Many patients with cirrhosis who undergo esophagogastroduodenoscopy (EGD) screening for esophageal varices (EVs) are found to have no or only small EVs. Endoscopic screening for EVs is therefore a potentially deferrable procedure t...
Middle Aged Risk Assessment Severity of Illness Index Liver Cirrhosis Mass Screening International Normalized Ratio Esophageal and Gastric Varices Ascites Creatinine Non-alcoholic Fatty Liver Disease Machine Learning Prospective Studies Female Aged Serum Albumin Male Blood Urea Nitrogen Hemoglobins Endoscopy, Digestive System Aspartate Aminotransferases Humans Sodium Thrombocytopenia Bilirubin Platelet Count Liver Cirrhosis, Alcoholic Hepatitis C, Chronic Gastrointestinal Hemorrhage Alanine Transaminase Hepatic Encephalopathy
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Machine Learning to Predict Delays in Adjuvant Radiation following Surgery for Head and Neck Cancer.

Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery Jan 29, 2019
OBJECTIVE: To apply a novel methodology with machine learning (ML) to a large national cancer registry to help identify patients who are high risk for delayed adjuvant radiation.
Algorithms Databases, Factual Female Carcinoma, Squamous Cell Aged Humans Machine Learning Head and Neck Neoplasms Predictive Value of Tests Male Neoplasm Staging Middle Aged Time-to-Treatment Cohort Studies Radiotherapy, Adjuvant United States Socioeconomic Factors
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Robot-Assisted Versus Fluoroscopy-Guided Pedicle Screw Placement in Transforaminal Lumbar Interbody Fusion for Lumbar Degenerative Disease.

World neurosurgery Jan 29, 2019
OBJECTIVE: To compare the clinical accuracy and perioperative outcomes for pedicle screw placement in transforaminal lumbar interbody fusion (TLIF) between the robot-assisted (RA) technique and fluoroscopy-guided (FG) technique.
Lumbar Vertebrae Surgery, Computer-Assisted Pedicle Screws Robotics Lumbosacral Region Robotic Surgical Procedures Humans Zygapophyseal Joint Neurodegenerative Diseases Female Fluoroscopy Spinal Fusion Aged Adult Male Middle Aged
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Prediction of mortality following pediatric heart transplant using machine learning algorithms.

Pediatric transplantation Jan 29, 2019
BACKGROUND: Optimizing transplant candidates' priority for donor organs depends on the accurate assessment of post-transplant outcomes. Due to the complexity of transplantation and the wide range of possible serious complications, recipient outcomes ...
Machine Learning Algorithms Databases, Factual Female Male Humans Neural Networks, Computer Area Under Curve Registries Heart Failure Pediatrics Calibration Infant Adolescent Child, Preschool Child Regression Analysis Heart Transplantation Multivariate Analysis Mortality
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A decision support tool for early detection of knee OsteoArthritis using X-ray imaging and machine learning: Data from the OsteoArthritis Initiative.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jan 29, 2019
This paper presents a fully developed computer aided diagnosis (CAD) system for early knee OsteoArthritis (OA) detection using knee X-ray imaging and machine learning algorithms. The X-ray images are first preprocessed in the Fourier domain using a c...
Bayes Theorem Humans Early Diagnosis Machine Learning Multivariate Analysis Female Osteoarthritis, Knee Aged X-Rays Male Middle Aged Diagnosis, Computer-Assisted
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Identification of Diabetic Patients through Clinical and Para-Clinical Features in Mexico: An Approach Using Deep Neural Networks.

International journal of environmental research and public health Jan 29, 2019
Diabetes is a chronic and noncommunicable but preventable disease that is affecting the Mexican population at worrying levels, being the first place in prevalence worldwide. Early diabetes detection has become important to prevent other health condit...
Health Status Area Under Curve Early Diagnosis Humans Neural Networks, Computer Female Adult Male Middle Aged ROC Curve Models, Theoretical Diabetes Mellitus Mexico
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The oncological and surgical safety of robot-assisted surgery in colorectal cancer: outcomes of a longitudinal prospective cohort study.

Surgical endoscopy Jan 28, 2019
BACKGROUND: Colorectal cancer is one of the most common cancers worldwide. Laparoscopic colorectal surgery (LCRS) is a frequently used modality. A new development in minimally invasive surgery is robot-assisted colorectal surgery (RACRS).
Colectomy Margins of Excision Intraoperative Complications Postoperative Complications Length of Stay Robotics Female Incidence Humans Neoplasm Staging Follow-Up Studies Aged Prospective Studies Neoplasm Recurrence, Local Survival Rate Operative Time Disease-Free Survival Colorectal Neoplasms Netherlands Male
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