AIMC Topic: Humans

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Artificial intelligence in cancer imaging: Clinical challenges and applications.

CA: a cancer journal for clinicians Feb 5, 2019
Judgement, as one of the core tenets of medicine, relies upon the integration of multilayered data with nuanced decision making. Cancer offers a unique context for medical decisions given not only its variegated forms with evolution of disease but al...
Artificial Intelligence Neoplasms Diagnostic Imaging Humans
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[An online dynamic knowledge base in multiple languages on general medicine and primary care].

The Pan African medical journal Feb 5, 2019
INTRODUCTION: The International Classification of Primary Care, Second version (ICPC-2) aligned with the 10th Revision of the International Classification of Disease (ICD-10) is a standard for primary care epidemiology compendium. ICPC-2 has been als...
Primary Health Care Terminology as Topic Humans General Practitioners Internet Language International Classification of Diseases General Practice Reproducibility of Results Knowledge Bases Physicians, Family Physician's Role
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Stock Market Forecasting Using Restricted Gene Expression Programming.

Computational intelligence and neuroscience Feb 5, 2019
Stock index prediction is considered as a difficult task in the past decade. In order to predict stock index accurately, this paper proposes a novel prediction method based on S-system model. Restricted gene expression programming (RGEP) is proposed ...
Forecasting Models, Genetic Models, Economic Humans Neural Networks, Computer Commerce Algorithms Marketing
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Using computer-vision and machine learning to automate facial coding of positive and negative affect intensity.

PloS one Feb 5, 2019
Facial expressions are fundamental to interpersonal communication, including social interaction, and allow people of different ages, cultures, and languages to quickly and reliably convey emotional information. Historically, facial expression researc...
Video Recording Affect Facial Expression Artificial Intelligence Adult Machine Learning Male Female Adolescent Young Adult Humans
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Microbiological validation of a robot for the sterile compounding of injectable non-hazardous medications in a hospital environment.

European journal of hospital pharmacy : science and practice Feb 4, 2019
OBJECTIVES: To design and execute a comprehensive microbiological validation protocol to assess a brand-new sterile compounding robot in a hospital pharmacy environment, according to ISO and EU GMP standards.
Humans Reproducibility of Results Robotics Pharmaceutical Preparations Drug Compounding Decontamination Drug Contamination Asepsis Pharmacy Service, Hospital
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Novel Regularization Method for Biomarker Selection and Cancer Classification.

IEEE/ACM transactions on computational biology and bioinformatics Feb 4, 2019
Variable selection has attracted more attention in big data and machine learning fields. In high dimensional data analysis, many relevant variables or variable groups are widely found. For example, people pay more interests to biological pathway or r...
Humans Machine Learning Transcriptome Algorithms Gene Regulatory Networks Biomarkers, Tumor Computational Biology Neoplasms
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Spotting malignancies from gastric endoscopic images using deep learning.

Surgical endoscopy Feb 4, 2019
BACKGROUND: Gastric cancer is a common kind of malignancies, with yearly occurrences exceeding one million worldwide in 2017. Typically, ulcerous and cancerous tissues develop abnormal morphologies through courses of progression. Endoscopy is a routi...
Humans Neural Networks, Computer Stomach Neoplasms Endoscopy, Gastrointestinal Peptic Ulcer Deep Learning Image Processing, Computer-Assisted Early Detection of Cancer
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Severe Dengue Prognosis Using Human Genome Data and Machine Learning.

IEEE transactions on bio-medical engineering Feb 4, 2019
UNLABELLED: Dengue has become one of the most important worldwide arthropod-borne diseases. Dengue phenotypes are based on laboratorial and clinical exams, which are known to be inaccurate.
Phenotype Genotype Prognosis Brazil Predictive Value of Tests Sensitivity and Specificity Genome, Human Case-Control Studies Humans Polymorphism, Single Nucleotide Severe Dengue Machine Learning
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Learning a Probabilistic Model for Diffeomorphic Registration.

IEEE transactions on medical imaging Feb 4, 2019
We propose to learn a low-dimensional probabilistic deformation model from data which can be used for the registration and the analysis of deformations. The latent variable model maps similar deformations close to each other in an encoding space. It ...
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Magnetic Resonance Imaging, Cine Humans Algorithms Deep Learning Image Processing, Computer-Assisted Models, Statistical Heart
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An Intelligent Clinical Decision Support System for Preoperative Prediction of Lymph Node Metastasis in Gastric Cancer.

Journal of the American College of Radiology : JACR Feb 4, 2019
PURPOSE: The aim of this study was to develop and validate a computational clinical decision support system (DSS) on the basis of CT radiomics features for the prediction of lymph node (LN) metastasis in gastric cancer (GC) using machine learning-bas...
Predictive Value of Tests Neoplasm Staging Gastrectomy Multidetector Computed Tomography Preoperative Care Prognosis Middle Aged Lymph Nodes Retrospective Studies ROC Curve Lymphatic Metastasis Clinical Decision-Making Decision Support Systems, Clinical Neoplasm Invasiveness Stomach Neoplasms Humans Female Male Machine Learning Aged Databases, Factual
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