AIMC Topic:
Models, Theoretical

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Artificial Intelligence-related Literature in Transplantation: A Practical Guide.

Transplantation Apr 1, 2021
Humans Artificial Intelligence Models, Theoretical Data Mining Transplantation Databases, Factual Biomedical Research Big Data
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Importance-aware personalized learning for early risk prediction using static and dynamic health data.

Journal of the American Medical Informatics Association : JAMIA Mar 18, 2021
OBJECTIVE: Accurate risk prediction is important for evaluating early medical treatment effects and improving health care quality. Existing methods are usually designed for dynamic medical data, which require long-term observations. Meanwhile, import...
Neural Networks, Computer Precision Medicine Prognosis Humans Peptic Ulcer Hemorrhage Models, Theoretical Data Mining Datasets as Topic Risk Assessment Deep Learning
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Development of a "meta-model" to address missing data, predict patient-specific cancer survival and provide a foundation for clinical decision support.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2021
OBJECTIVE: Like most real-world data, electronic health record (EHR)-derived data from oncology patients typically exhibits wide interpatient variability in terms of available data elements. This interpatient variability leads to missing data and can...
Survival Analysis Decision Support Systems, Clinical Models, Theoretical Area Under Curve Prognosis Neoplasms ROC Curve Humans Machine Learning
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Early Detection of Hypotension Using a Multivariate Machine Learning Approach.

Military medicine Jan 25, 2021
INTRODUCTION: The ability to accurately detect hypotension in trauma patients at the earliest possible time is important in improving trauma outcomes. The earlier an accurate detection can be made, the more time is available to take corrective action...
Neural Networks, Computer Hypotension Animals Machine Learning Sheep Models, Theoretical Support Vector Machine
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Development of a predictive model for retention in HIV care using natural language processing of clinical notes.

Journal of the American Medical Informatics Association : JAMIA Jan 15, 2021
OBJECTIVE: Adherence to a treatment plan from HIV-positive patients is necessary to decrease their mortality and improve their quality of life, however some patients display poor appointment adherence and become lost to follow-up (LTFU). We applied n...
Models, Theoretical Natural Language Processing Patient Compliance Humans Lost to Follow-Up Adult Retention in Care Electronic Health Records Male Female HIV Infections
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Anticancer drug synergy prediction in understudied tissues using transfer learning.

Journal of the American Medical Informatics Association : JAMIA Jan 15, 2021
OBJECTIVE: Drug combination screening has advantages in identifying cancer treatment options with higher efficacy without degradation in terms of safety. A key challenge is that the accumulated number of observations in in-vitro drug responses varies...
Humans Drug Combinations Drug Screening Assays, Antitumor Drug Synergism Cell Line, Tumor Neural Networks, Computer Machine Learning Computational Biology Antineoplastic Agents Models, Theoretical
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Development of a Complication- and Treatment-Aware Prediction Model for Favorable Functional Outcome in Aneurysmal Subarachnoid Hemorrhage Based on Machine Learning.

Neurosurgery Jan 13, 2021
BACKGROUND: Current prognostic tools in aneurysmal subarachnoid hemorrhage (aSAH) are constrained by being primarily based on patient and disease characteristics on admission.
Models, Theoretical Longitudinal Studies Recovery of Function Middle Aged Severity of Illness Index Cohort Studies Humans Switzerland Machine Learning Subarachnoid Hemorrhage Prognosis Female Aged Adult
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Security robot for the prevention of workplace violence using the Non-linear Adaptive Heuristic Mathematical Model.

Work (Reading, Mass.) Jan 1, 2021
BACKGROUND: Nowadays, workplace violence is found to be a mental health hazard and considered a crucial topic. The collaboration between robots and humans is increasing with the growth of Industry 4.0. Therefore, the first problem that must be solved...
Workplace Violence Humans Robotics Heuristics Models, Theoretical Industry
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Estimation of COVID-19 epidemic curves using genetic programming algorithm.

Health informatics journal Jan 1, 2021
This paper investigates the possibility of the implementation of Genetic Programming (GP) algorithm on a publicly available COVID-19 data set, in order to obtain mathematical models which could be used for estimation of confirmed, deceased, and recov...
Humans Epidemics Machine Learning Epidemiologic Methods Algorithms COVID-19 SARS-CoV-2 Models, Theoretical
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A Review on the Role of Artificial Intelligence in Stem Cell Therapy: An Initiative for Modern Medicines.

Current pharmaceutical biotechnology Jan 1, 2021
Stem Cells (SCs) show a wide range of applications in the treatment of numerous diseases, including neurodegenerative diseases, diabetes, cardiovascular diseases, cancer, etc. SC related research has gained popularity owing to the unique characterist...
Graft vs Host Disease Stem Cell Transplantation Humans Cardiovascular Diseases Cell- and Tissue-Based Therapy Artificial Intelligence Models, Theoretical Machine Learning
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