[HTML][HTML] Application scenarios for artificial intelligence in nursing care: rapid review

K Seibert, D Domhoff, D Bruch, M Schulte-Althoff… - Journal of medical …, 2021 - jmir.org
Background Artificial intelligence (AI) holds the promise of supporting nurses' clinical
decision-making in complex care situations or conducting tasks that are remote from direct …

Machine learning techniques, applications, and potential future opportunities in pressure injuries (bedsores) management: a systematic review

OY Dweekat, SS Lam, L McGrath - International journal of environmental …, 2023 - mdpi.com
Pressure Injuries (PI) are one of the most common health conditions in the United States.
Most acute or long-term care patients are at risk of developing PI. Machine Learning (ML) …

Breast cancer histopathology image classification using an ensemble of deep learning models

Z Hameed, S Zahia, B Garcia-Zapirain, J Javier Aguirre… - Sensors, 2020 - mdpi.com
Breast cancer is one of the major public health issues and is considered a leading cause of
cancer-related deaths among women worldwide. Its early diagnosis can effectively help in …

MobileNet-SVM: A lightweight deep transfer learning model to diagnose BCH scans for IoMT-based imaging sensors

RO Ogundokun, S Misra, AO Akinrotimi, H Ogul - Sensors, 2023 - mdpi.com
Many individuals worldwide pass away as a result of inadequate procedures for prompt
illness identification and subsequent treatment. A valuable life can be saved or at least …

Deep transfer learning-based visual classification of pressure injuries stages

B Ay, B Tasar, Z Utlu, K Ay, G Aydin - Neural Computing and Applications, 2022 - Springer
Pressure injury follow-up and treatment is a very costly and significant health care problem
for many countries. Early and accurate diagnosis and treatment planning are critical for …

Deep learning approach based on superpixel segmentation assisted labeling for automatic pressure ulcer diagnosis

CW Chang, M Christian, DH Chang, F Lai, TJ Liu… - Plos one, 2022 - journals.plos.org
A pressure ulcer is an injury of the skin and underlying tissues adjacent to a bony eminence.
Patients who suffer from this disease may have difficulty accessing medical care. Recently …

A survey of wound image analysis using deep learning: Classification, detection, and segmentation

R Zhang, D Tian, D Xu, W Qian, Y Yao - IEEE Access, 2022 - ieeexplore.ieee.org
Wounds not only harm the physical and mental health of patients, but also introduce huge
medical costs. Meanwhile, there is a shortage of physicians in some areas, and clinical …

Exploring needs and challenges for AI in nursing care–results of an explorative sequential mixed methods study

K Seibert, D Domhoff, D Fürstenau, F Biessmann… - BMC Digital Health, 2023 - Springer
Background and aim While artificial intelligence (AI) is being adapted for various life
domains and applications related to medicine and healthcare, the use of AI in nursing …

Modeling and prediction of pressure injury in hospitalized patients using artificial intelligence

C Anderson, Z Bekele, Y Qiu, D Tschannen… - BMC Medical Informatics …, 2021 - Springer
Background Hospital-acquired pressure injuries (PIs) induce significant patient suffering,
inflate healthcare costs, and increase clinical co-morbidities. PIs are mostly due to bed …

A systematic overview of recent methods for non-contact chronic wound analysis

D Marijanović, D Filko - Applied Sciences, 2020 - mdpi.com
Chronic wounds or wounds that are not healing properly are a worldwide health problem
that affect the global economy and population. Alongside with aging of the population …