AIMC Journal:
Studies in health technology and informatics

Showing 681 to 690 of 1278 articles

Length of Stay Prediction in Neurosurgery with Russian GPT-3 Language Model Compared to Human Expectations.

Studies in health technology and informatics Jan 14, 2022
Patients, relatives, doctors, and healthcare providers anticipate the evidence-based length of stay (LOS) prediction in neurosurgery. This study aimed to assess the quality of LOS prediction with the GPT3 language model upon the narrative medical rec...
Neurosurgery Humans Length of Stay Motivation Language Russia
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A Deep Learning Program to Predict Acute Kidney Injury.

Studies in health technology and informatics Jan 14, 2022
Acute kidney injury is a dangerous and sometime fatal clinical situation, which can cause irreversible damage. If we can predict it earlier and make appropriate prevention before its outbreak, kidney injury could be avoided. One challenge of early re...
Humans Acute Kidney Injury Neural Networks, Computer Kidney Creatinine Deep Learning
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Application of Natural Language Processing to Learn Insights on the Clinician's Lived Experience of Electronic Health Records.

Studies in health technology and informatics Jan 14, 2022
We interviewed six clinicians to learn about their lived experience using electronic health records (EHR, Allscripts users) using a semi-structured interview guide in an academic medical center in New York City from October to November 2016. Each par...
New York City Academic Medical Centers Algorithms Humans Natural Language Processing Electronic Health Records
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ALLD: Acute Lymphoblastic Leukemia Detector.

Studies in health technology and informatics Jan 14, 2022
Acute Lymphoblastic Leukemia (ALL) is a life-threatening type of cancer wherein mortality rate is unquestionably high. Early detection of ALL can reduce both the rate of fatality as well as improve the diagnosis plan for patients. In this study, we d...
Neural Networks, Computer Precursor Cell Lymphoblastic Leukemia-Lymphoma Deep Learning Humans
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Machine Learning Approaches for Early Prostate Cancer Prediction Based on Healthcare Utilization Patterns.

Studies in health technology and informatics Jan 14, 2022
The goal of this study was to build a machine learning model for early prostate cancer prediction based on healthcare utilization patterns. We examined the frequency and pattern changes of healthcare utilization in 2916 prostate cancer patients 3 yea...
Machine Learning Male Humans Patient Acceptance of Health Care Supervised Machine Learning Prostatic Neoplasms
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Using Machine Learning to Improve Personalised Prediction: A Data-Driven Approach to Segment and Stratify Populations for Healthcare.

Studies in health technology and informatics Jan 14, 2022
Population Health Management typically relies on subjective decisions to segment and stratify populations. This study combines unsupervised clustering for segmentation and supervised classification, personalised to clusters, for stratification. An in...
Machine Learning Predictive Value of Tests Delivery of Health Care Cluster Analysis Unsupervised Machine Learning
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An Evaluation of Pretrained BERT Models for Comparing Semantic Similarity Across Unstructured Clinical Trial Texts.

Studies in health technology and informatics Jan 14, 2022
Processing unstructured clinical texts is often necessary to support certain tasks in biomedicine, such as matching patients to clinical trials. Among other methods, domain-specific language models have been built to utilize free-text information. Th...
Clinical Trials as Topic Semantics Natural Language Processing Humans Language
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Hazards for the Implementation and Use of Artificial Intelligence Enabled Digital Health Interventions, a UK Perspective.

Studies in health technology and informatics Jan 14, 2022
BACKGROUND: Artificial Intelligence (AI) has seen an increased application within digital healthcare interventions (DHIs). DHIs use entails challenges about their safety assurance. Exacerbated by regulatory requirements, in the UK, this places the on...
Artificial Intelligence Diagnostic Tests, Routine United Kingdom Delivery of Health Care Software
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Educational Program Using Robots for Preventing Cognitive Decline of Elderly Persons.

Studies in health technology and informatics Dec 15, 2021
An expected surge of dementia patients in Japan indicates a pressing need to establish countermeasures. As described herein, by developing an educational program for elderly people using robots, we performed a demonstration experiment. Results reveal...
Aged Cognitive Dysfunction Humans Japan Robotics Emotions
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Will Artificial Intelligence Replace Nurses? A Debate.

Studies in health technology and informatics Dec 15, 2021
Technological development has enabled Artificial Intelligence (AI) to better support health care delivery and nursing. The need for nurses to be involved and steer the development and implementation of AI in health care is recognized. A 60-minute sci...
Delivery of Health Care Health Facilities Artificial Intelligence Humans
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