AIMC Topic: Aged

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A radiomics approach based on support vector machine using MR images for preoperative lymph node status evaluation in intrahepatic cholangiocarcinoma.

Theranostics Jul 9, 2019
: Accurate lymph node (LN) status evaluation for intrahepatic cholangiocarcinoma (ICC) patients is essential for surgical planning. This study aimed to develop and validate a prediction model for preoperative LN status evaluation in ICC patients. : A...
Middle Aged ROC Curve Lymph Nodes Nomograms Support Vector Machine Humans Aged Female Aged, 80 and over Reproducibility of Results Adult Male Magnetic Resonance Imaging Calibration Cholangiocarcinoma Preoperative Care
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A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection.

IEEE transactions on medical imaging Jul 8, 2019
Glaucoma is one of the leading causes of irreversible vision loss. Many approaches have recently been proposed for automatic glaucoma detection based on fundus images. However, none of the existing approaches can efficiently remove high redundancy in...
Humans Supervised Machine Learning Aged Image Interpretation, Computer-Assisted Adult Male Middle Aged ROC Curve Neural Networks, Computer Glaucoma Databases, Factual Female
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Salivary metabolomics with alternative decision tree-based machine learning methods for breast cancer discrimination.

Breast cancer research and treatment Jul 8, 2019
PURPOSE: The aim of this study is to explore new salivary biomarkers to discriminate breast cancer patients from healthy controls.
Machine Learning Clinical Decision-Making Female Aged Aged, 80 and over Humans ROC Curve Metabolomics Saliva Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Adult Breast Neoplasms Cross-Sectional Studies Middle Aged
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Towards integrating personalized feedback research into clinical practice: Development of the Trier Treatment Navigator (TTN).

Behaviour research and therapy Jul 8, 2019
In this study, a computer-based feedback, decision and clinical problem-solving system for clinical practice will be described - the Trier Treatment Navigator (TTN). The paper deals with the underlying research concepts related to personalized pre-tr...
Humans Cognitive Behavioral Therapy Adjustment Disorders Patient Dropouts Personality Disorders Male Middle Aged Anxiety Disorders Surveys and Questionnaires Female Machine Learning Aged Mental Disorders Adolescent Young Adult Precision Medicine Stress Disorders, Post-Traumatic Adult Clinical Decision-Making Decision Support Systems, Clinical Feedback Mood Disorders Problem Solving
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Application of artificial neural network model in diagnosis of Alzheimer's disease.

BMC neurology Jul 8, 2019
BACKGROUND: Alzheimer's disease has become a public health crisis globally due to its increasing incidence. The purpose of this study was to establish an early warning model using artificial neural network (ANN) for early diagnosis of AD and to explo...
Peptide Fragments Alzheimer Disease Early Diagnosis Aged Aged, 80 and over Sensitivity and Specificity Male Case-Control Studies Trace Elements Nerve Tissue Proteins Area Under Curve Amyloid beta-Peptides Humans Neural Networks, Computer Biomarkers Female
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Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization.

PloS one Jul 8, 2019
PURPOSE: To develop and validate a classifier system for prediction of prostate cancer (PCa) Gleason score (GS) using radiomics and texture features of T2-weighted imaging (T2w), diffusion weighted imaging (DWI) acquired using high b values, and T2-m...
Prostatic Neoplasms Image Interpretation, Computer-Assisted Humans Multiparametric Magnetic Resonance Imaging Machine Learning Aged Male Middle Aged
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Waterjet Ablation Therapy for Treating Benign Prostatic Obstruction in Patients with Small- to Medium-size Glands: 12-month Results of the First French Aquablation Clinical Registry.

European urology Jul 5, 2019
BACKGROUND: Aquablation has emerged as a novel ablative therapy combining image guidance and robotics for targeted waterjet adenoma resection.
Registries France Lower Urinary Tract Symptoms Ablation Techniques Operative Time Recovery of Function Prostatic Hyperplasia Humans Robotics Aged Male Middle Aged Postoperative Complications Length of Stay Treatment Outcome
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Development of Big Data Predictive Analytics Model for Disease Prediction using Machine learning Technique.

Journal of medical systems Jul 5, 2019
Now days, health prediction in modern life becomesvery much essential. Big data analysis plays a crucial role to predict future status of healthand offerspreeminenthealth outcome to people. Heart disease is a prevalent disease cause's death around th...
Humans Male Middle Aged Big Data Bayes Theorem Disease Machine Learning Forecasting Female Aged
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Identifying incident dementia by applying machine learning to a very large administrative claims dataset.

PloS one Jul 5, 2019
Alzheimer's disease and related dementias (ADRD) are highly prevalent conditions, and prior efforts to develop predictive models have relied on demographic and clinical risk factors using traditional logistical regression methods. We hypothesized tha...
Aged, 80 and over Adult Male Middle Aged Cognitive Dysfunction Dementia Incidence Datasets as Topic Machine Learning Algorithms Female Humans Aged
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Cortical graph neural network for AD and MCI diagnosis and transfer learning across populations.

NeuroImage. Clinical Jul 4, 2019
Combining machine learning with neuroimaging data has a great potential for early diagnosis of mild cognitive impairment (MCI) and Alzheimer's disease (AD). However, it remains unclear how well the classifiers built on one population can predict MCI/...
Cognitive Dysfunction Humans Aged Cerebral Cortex Magnetic Resonance Imaging Neural Networks, Computer Transfer, Psychology Aged, 80 and over Alzheimer Disease Databases, Factual Male Neuroimaging Female Middle Aged
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