Identifying patients with pain in emergency departments using conventional machine learning and deep learning
Pain is the main symptom that patients present with to the emergency department (ED). Pain
management, however, is often poorly done aspect of emergency care and patients with …
management, however, is often poorly done aspect of emergency care and patients with …
[HTML][HTML] A machine learning approach for the identification of a biomarker of human pain using fNIRS
R Fernandez Rojas, X Huang, KL Ou - Scientific reports, 2019 - nature.com
Pain is a highly unpleasant sensory and emotional experience, and no objective diagnosis
test exists to assess it. In clinical practice there are two main methods for the estimation of …
test exists to assess it. In clinical practice there are two main methods for the estimation of …
Pain recognition with physiological signals using multi-level context information
Automatic pain recognition is essential in healthcare. In previous studies, automatic pain
recognition methods preferentially apply the features extracted from physiological signals for …
recognition methods preferentially apply the features extracted from physiological signals for …
[HTML][HTML] Systematic review of the effectiveness of machine learning algorithms for classifying pain intensity, phenotype or treatment outcomes using …
Recent attempts to utilize machine learning (ML) to predict pain-related outcomes from
Electroencephalogram (EEG) data demonstrate promising results. The primary aim of this …
Electroencephalogram (EEG) data demonstrate promising results. The primary aim of this …
[HTML][HTML] Pain assessment tools for use in infants: a meta-review
Background Identifying pain in infants is challenging due to their inability to self-report pain,
therefore the availability of valid and reliable means of assessing pain is critical. Objective …
therefore the availability of valid and reliable means of assessing pain is critical. Objective …
A joint deep neural network model for pain recognition from face
Pain is a primary symptom of diseases and an indicator of a patients' health status. Effective
management of pain is important for patient treatment and well-being. There are some …
management of pain is important for patient treatment and well-being. There are some …
Pediatric pain assessment by drawn faces scales: a review
BL Quinn, LK Sheldon, ME Cooley - Pain management nursing, 2014 - Elsevier
Pediatric pain assessment is a significant issue yet the topic is understudied. Unique
challenges, namely reporting biases, are present when assessing pain in children. The aim …
challenges, namely reporting biases, are present when assessing pain in children. The aim …
[PDF][PDF] Classification of lower back pain disorder using multiple machine learning techniques and identifying degree of importance of each parameter
AP Gaonkar, R Kulkarni, RD Caytiles… - International Journal of …, 2017 - academia.edu
Lower back pain can occur due to various reasons involving any body part such as the
interconnected network of spinal cord, nerves, bones, discs or tendons in the lumbar spine …
interconnected network of spinal cord, nerves, bones, discs or tendons in the lumbar spine …
Automatic recognition methods supporting pain assessment: A survey
Pain is a complex phenomenon, involving sensory and emotional experience, that is often
poorly understood, especially in infants, anesthetized patients, and others who cannot …
poorly understood, especially in infants, anesthetized patients, and others who cannot …
Assessment of pain: Knowledge, attitudes, and practices of health care providers in Almadinah Almunawwarah, Saudi Arabia
KW Al-Quliti, MS Alamri - Neurosciences Journal, 2015 - nsj.org.sa
Objective: To present data on knowledge and attitudes toward pain assessment among
health care providers in Almadinah Almunawwarah, Saudi Arabia. Methods: This …
health care providers in Almadinah Almunawwarah, Saudi Arabia. Methods: This …