AIMC Topic: Decision Support Systems, Clinical

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Machine learning for precision diagnostics of autoimmunity.

Scientific reports Nov 13, 2024
Early and accurate diagnosis is crucial to prevent disease development and define therapeutic strategies. Due to predominantly unspecific symptoms, diagnosis of autoimmune diseases (AID) is notoriously challenging. Clinical decision support systems (...
Autoimmunity Autoimmune Diseases Machine Learning Precision Medicine Decision Support Systems, Clinical Humans
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Machine learning approaches for the discovery of clinical pathways from patient data: A systematic review.

Journal of biomedical informatics Nov 12, 2024
BACKGROUND: Clinical pathways are sequences of events followed during the clinical care of a group of patients who meet pre-defined criteria. They have many applications ranging from healthcare evaluation and optimization to clinical decision support...
Data Mining Critical Pathways Humans Machine Learning Decision Support Systems, Clinical
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Pioneering Klebsiella Pneumoniae Antibiotic Resistance Prediction With Artificial Intelligence-Clinical Decision Support System-Enhanced Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry: Retrospective Study.

Journal of medical Internet research Nov 7, 2024
BACKGROUND: The rising prevalence and swift spread of multidrug-resistant gram-negative bacteria (MDR-GNB), especially Klebsiella pneumoniae (KP), present a critical global health threat highlighted by the World Health Organization, with mortality ra...
Artificial Intelligence Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization Machine Learning Humans Decision Support Systems, Clinical Klebsiella pneumoniae Anti-Bacterial Agents Klebsiella Infections Retrospective Studies
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Edge computing-based ensemble learning model for health care decision systems.

Scientific reports Nov 6, 2024
A growing number of humans have suffered severe chronic illnesses, which has caused a boost in the requirement for diagnostic and medical treatment procedures that are both accurate and fast. Improved patient conditions and enhanced Decision-Making S...
Humans Algorithms Decision Support Systems, Clinical Machine Learning
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Managing Postembolization Syndrome Through a Machine Learning-Based Clinical Decision Support System: A Randomized Controlled Trial.

Computers, informatics, nursing : CIN Nov 1, 2024
Although transarterial chemoembolization has improved as an interventional method for hepatocellular carcinoma, subsequent postembolization syndrome is a threat to the patients' quality of life. This study aimed to evaluate the effectiveness of a cli...
Chemoembolization, Therapeutic Patient-Centered Care Syndrome Middle Aged Quality of Life Carcinoma, Hepatocellular Decision Support Systems, Clinical Liver Neoplasms Female Adult Male Humans Machine Learning
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Towards the Development of the Clinical Decision Support System for the Identification of Respiration Diseases via Lung Sound Classification Using 1D-CNN.

Sensors (Basel, Switzerland) Oct 27, 2024
Respiratory disorders are commonly regarded as complex disorders to diagnose due to their multi-factorial nature, encompassing the interplay between hereditary variables, comorbidities, environmental exposures, and therapies, among other contributing...
Lung Neural Networks, Computer Decision Support Systems, Clinical Humans Respiratory Sounds Respiration Disorders Algorithms
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Medical diagnosis based on artificial intelligence and decision support system in the management of health development.

Journal of evaluation in clinical practice Oct 21, 2024
BACKGROUND: Medical diagnosis plays a critical role in our daily lives. Every day, over 10 billion cases of both mental and physical health disorders are diagnosed and reported worldwide. To diagnose these disorders, medical practitioners and health ...
Humans Artificial Intelligence Algorithms Mental Disorders Machine Learning Decision Support Systems, Clinical
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[AI-supported decision-making in obstetrics - a feasibility study on the medical accuracy and reliability of ChatGPT].

Zeitschrift fur Geburtshilfe und Neonatologie Oct 14, 2024
The aim of this study is to investigate the feasibility of artificial intelligence in the interpretation and application of medical guidelines to support clinical decision-making in obstetrics. ChatGPT was provided with guidelines on specific obstetr...
Feasibility Studies Practice Guidelines as Topic Clinical Decision-Making Decision Support Systems, Clinical Humans Pregnancy Generative Artificial Intelligence Artificial Intelligence Reproducibility of Results Obstetrics Female
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Improving Clinical Decision Making With a Two-Stage Recommender System.

IEEE/ACM transactions on computational biology and bioinformatics Oct 9, 2024
Clinical decision-making is complex and time-intensive. To help in this effort, clinical recommender systems (RS) have been designed to facilitate healthcare practitioners with personalized advice. However, designing an effective clinical RS poses ch...
Clinical Decision-Making Algorithms Humans Decision Support Systems, Clinical Computational Biology Electronic Health Records Neural Networks, Computer Deep Learning
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CureMate: A clinical decision support system for breast cancer treatment.

International journal of medical informatics Oct 5, 2024
BACKGROUND: Breast Cancer (BC) poses significant challenges in treatment decision-making. Multiple first treatment lines are currently available, determined by several patient-specific factors that need to be considered in the decision-making process...
Humans Artificial Intelligence Female Breast Neoplasms Middle Aged Machine Learning Algorithms Bayes Theorem Decision Support Systems, Clinical Support Vector Machine
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