AIMC Journal:
Studies in health technology and informatics

Showing 561 to 570 of 1278 articles

Chances and Risks of Using Robotic Assistance Systems in Early Neurological Rehabilitation: A Qualitative Analysis.

Studies in health technology and informatics Jun 29, 2022
Robotic assistance systems offer new therapeutic perspectives for patient mobilization. This work aims to investigate the chances and risks of robotic assistance systems in early neurological rehabilitation. Nine professionals working in physiotherap...
Neurological Rehabilitation Humans Qualitative Research Robotics
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Conception, Development and Validation of Classification Methods for Coding Support of Rare Diseases Using Artificial Intelligence.

Studies in health technology and informatics Jun 29, 2022
Automated coding of diseases can support hospitals in the billing of inpatient cases with the health insurance funds. This paper describes the implementation and evaluation of classification methods for two selected Rare Diseases. Different classifie...
Natural Language Processing Rare Diseases Reproducibility of Results Humans Artificial Intelligence Machine Learning
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Multinomial Classification of Neurosurgical Operations Using Gradient Boosting and Deep Learning Algorithms.

Studies in health technology and informatics Jun 29, 2022
This study aimed at testing the feasibility of neurosurgical procedures classification into 100+ classes using natural language processing and machine learning. A catboost algorithm and bidirectional recurrent neural network with a gated recurrent un...
Natural Language Processing Algorithms Neural Networks, Computer Deep Learning Machine Learning
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Early Diabetes Prediction: A Comparative Study Using Machine Learning Techniques.

Studies in health technology and informatics Jun 29, 2022
Most screening tests for Diabetes Mellitus (DM) in use today were developed using electronically collected data from Electronic Health Record (EHR). However, developing and under-developing countries are still struggling to build EHR in their hospita...
Algorithms Humans Logistic Models Bayes Theorem Machine Learning Diabetes Mellitus Support Vector Machine
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Using Machine Learning for Predicting the Hospitalization of Emergency Department Patients.

Studies in health technology and informatics Jun 29, 2022
Artificial intelligence processes are increasingly being used in emergency medicine, notably for supporting clinical decisions and potentially improving healthcare services. This study investigated demographics, coagulation tests, and biochemical mar...
Machine Learning Retrospective Studies Hospitalization Emergency Service, Hospital Humans Artificial Intelligence
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Overcoming Major Barriers to Build Efficient Decision Support Systems in Pharmacovigilance.

Studies in health technology and informatics Jun 29, 2022
Many decision support methods and systems in pharmacovigilance are built without explicitly addressing specific challenges that jeopardize their eventual success. We describe two sets of challenges and appropriate strategies to address them. The firs...
Data Accuracy Decision Support Systems, Management Pharmacovigilance Decision Support Systems, Clinical Natural Language Processing User-Computer Interface
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Treatment Prediction in the ICU Setting Using a Partitioned, Sequential Deep Time Series Analysis.

Studies in health technology and informatics Jun 29, 2022
We developed a neural network architecture to evaluate the patient's state using temporal data, patient's demographics and comorbidities. We examined the model's ability to predict both a binary medication-treatment decision and its specific dose in ...
Intensive Care Units Time Factors Neural Networks, Computer Humans
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Natural Language Processing Approaches for Retrieval of Clinically Relevant Genomic Information in Cancer.

Studies in health technology and informatics Jun 29, 2022
The accelerating impact of genomic data in clinical decision-making has generated a paradigm shift from treatment based on the anatomic origin of the tumor to the incorporation of key genomic features to guide therapy. Assessing the clinical validity...
Neoplasms Genomics Humans Clinical Decision-Making Medical Oncology Natural Language Processing
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Hospital Readmission Prediction via Keyword Extraction and Sentiment Analysis on Clinical Notes.

Studies in health technology and informatics Jun 29, 2022
Unplanned hospital readmission is a problem that affects hospitals worldwide and is due to different factors. The identification of those factors can help determine which patients are at greater risk of hospital readmission for early intervention. Ou...
Patient Readmission Medical Records Patient Discharge Sentiment Analysis Retrospective Studies Risk Factors Logistic Models Natural Language Processing Humans
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An Approach to Differentiate Cell Painted ER and Cytoplasm Using Zernike Moment Descriptor and Multilayer Perceptron.

Studies in health technology and informatics Jun 29, 2022
Differentiation of cell organelle characteristics from microscopic images is a challenging task due to its intricate structural details. In this work, an attempt has been made to categorize Endoplasmic Reticulum (ER) and cytoplasm using orthogonal Ze...
ROC Curve Endoplasmic Reticulum Neural Networks, Computer
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