Status of Neonatal Pain Assessment and Management in Jordan

2016 ◽  
Vol 17 (4) ◽  
pp. 239-248 ◽  
Author(s):  
Nadin M. Abdel Razeq ◽  
Akuma O. Akuma ◽  
Sue Jordan
Keyword(s):  
Pain Assessment ◽  
Neonatal Pain

Convolutional Neural Networks for Neonatal Pain Assessment

2019 ◽  
Vol 1 (3) ◽  
pp. 192-200 ◽  
Author(s):  
Ghada Zamzmi ◽  
Rahul Paul ◽  
Md. Sirajus Salekin ◽  
Dmitry Goldgof ◽  
Rangachar Kasturi ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Pain Assessment ◽  
Neonatal Pain

A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision

2019 ◽  
pp. 1-1 ◽  
Author(s):  
Ghada Zamzmi ◽  
Pai Chih-Yun ◽  
Dmitry Goldgof ◽  
R Kasturi ◽  
Terri Ashmeade ◽  
...  
Keyword(s):  
Computer Vision ◽  
Pain Assessment ◽  
Context Sensitive ◽  
Neonatal Pain

scholarly journals ELECTRODERMAL ACTIVITY AND NEONATAL PAIN ASSESSMENT

1994 ◽  
Vol 35 (2) ◽  
pp. 277-277
Author(s):  
J Alison Rushforth ◽  
M I Levene
Keyword(s):  
Pain Assessment ◽  
Electrodermal Activity ◽  
Neonatal Pain

scholarly journals Avaliação de dor em expressão facial neonatal por meio de redes neurais profundas

2020 ◽  
Author(s):  
◽  
L. F. Buzuti
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Pain Assessment ◽  
Neural Models ◽  
External Variable ◽  
Neonatal Pain ◽  
Face Images ◽  
Average Accuracy ◽  
Late Intervention ◽  
Quantitative Results

Neonatal pain assessment might suffer variation among health professionals, leading to late intervention and flimsy treatment of pain in several occasions. Therefore, it is essential to develop computational tools of pain assessment, less subjective and susceptible to external variable influences. Deep learning models, especially Convolutional Neural Networks, have gained ground in the last decade, due to many successful applications in image analysis, object recognitions and human emotion recognitions. In this context, the general aim this dissertation was analyse quantitatively and qualitatively models of Convolutional Neural Networks in the task neonatal pain classification through a computacional framework based in face images of two distinct databases (an international, named COPE, and other national, named UNIFESP). How specific aims were implemented, evaluated and compared the performance of three existent models used in literature: Neonatal Convolutional Neural Network (N-CNN) and two type of ResNet50 models. The quantitative results showed the excellence of N-CNN to neonatal pain assessment automatic, with average accuracy of 87.2% and 78.7% for the databases COPE and UNIFESP, respectively. However, the quantitative analysis showed that all neural models evaluated, including N-CNN models, can learn artifacts from the imagens and not variation discriminating in faces, thus showed the necessity more studies to apply this models in clinical practice

Neonatal Pain Assessment Questionnaire

2020 ◽  
Author(s):  
Ylva Thernström Blomqvist ◽  
Maria Gradin ◽  
Emma Olsson
Keyword(s):  
Pain Assessment ◽  
Neonatal Pain ◽  
Assessment Questionnaire

Neonatal pain assessment in Sweden - a fifteen-year follow up

2010 ◽  
Vol 100 (2) ◽  
pp. 204-208 ◽  
Author(s):  
Maria Gradin ◽  
Mats Eriksson ◽  
Keyword(s):  
Pain Assessment ◽  
Neonatal Pain

Knowledge and practice regarding neonatal pain management in the opinion of nurses and midwives working in Polish neonatal units

Ból ◽  
2019 ◽  
Vol 19 (3) ◽  
pp. 1-9
Author(s):  
Magdalena Panek ◽  
Przemko Kwinta
Keyword(s):  
Pain Assessment ◽  
Pain Treatment ◽  
Assessment Tools ◽  
Basic Knowledge ◽  
Significance Level ◽  
Neonatal Pain ◽  
Frequent Use ◽  
Frequency Of Use ◽  
Assessment And Treatment ◽  
Nurses And Midwives

Nurses and midwives working in neonatal units play a key role in the assessment and treatment of pain. Due to their nature of work, which is based on continuous observation of the patient, they constitute a professional group that responds to changes in the child’s general condition. Thanks to this, the physicians get information about pain intensity or the need of pain treatment, which is relevant among patients who cannot report any symptoms of pain by themselves. The aim of the study was to describe nurses’ and midwives’ basic knowledge about pain and the practice regarding procedural pain assessment and management in Polish neonatal care units. The studies were carried out among 617 nurses and midwives working in neonatal units in Poland. We collected data by using a researcher-developed questionnaire. The significance level was set at p<0.5. 30% of nurses never used non-pharmacological methods of pain relief before painful procedures. Moreover, the higher the level of reference, the more often no non-pharmacological methods were used. Knowledge related to the basic problems associated with pain can be described as insufficient (Me = 4). Frequent use of sedation drugs has also been reported (III level NICU: phenobarbital po / pr: 72.8% of respondents, opioids - 34.9%, II level NICU: phenobarbital po / pr 45.2%, opioids: 4.5%). The longer nurses and midwives worked, the lower the frequency of use of pain assessment tools was (p = 0.0048, R = -0.113). The lack of appropriate pharmacological and nonpharmacological pain treatment and lack of use of pain scales are a significant problem in the care of newborns. Our research indicates the need for education in the field of pain assessment and treatment methods in newborns.

Knowledge and practice regarding neonatal pain management in the opinion of nurses and midwives working in Polish neonatal units

Ból ◽  
2019 ◽  
Vol 19 (4) ◽  
pp. 1-9
Author(s):  
Magdalena Panek ◽  
Przemko Kwinta
Keyword(s):  
Pain Assessment ◽  
Pain Treatment ◽  
Assessment Tools ◽  
Basic Knowledge ◽  
Significance Level ◽  
Neonatal Pain ◽  
Frequent Use ◽  
Frequency Of Use ◽  
Assessment And Treatment ◽  
Nurses And Midwives

Nurses and midwives working in neonatal units play a key role in the assessment and treatment of pain. Due to their nature of work, which is based on continuous observation of the patient, they constitute a professional group that responds to changes in the child’s general condition. Thanks to this, the physicians get information about pain intensity or the need of pain treatment, which is relevant among patients who cannot report any symptoms of pain by themselves. The aim of the study was to describe nurses’ and midwives’ basic knowledge about pain and the practice regarding procedural pain assessment and management in Polish neonatal care units. The studies were carried out among 617 nurses and midwives working in neonatal units in Poland. We collected data by using a researcher-developed questionnaire. The significance level was set at p<0.5. 30% of nurses never used nonpharmacological methods of pain relief before painful procedures. Moreover, the higher the level of reference, the more often no non-pharmacological methods were used. Knowledge related to the basic problems associated with pain can be described as insufficient (Me = 4). Frequent use of sedation drugs has also been reported (III level NICU: phenobarbital per os/per rectum 72.8% of respondents, opioids – 34.9%, II level NICU: phenobarbital per os/ per rectum 45.2%, opioids: 4.5%). The longer nurses and midwives worked, the lower the frequency of use of pain assessment tools was (p = 0.0048, R = -0.113). The lack of appropriate pharmacological and non-pharmacological pain treatment and lack of use of pain scales are a significant problem in the care of newborns. Our research indicates the need for education in the field of pain assessment and treatment methods in newborns.

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