[HTML][HTML] Automatic assessment of pain based on deep learning methods: A systematic review

S Gkikas, M Tsiknakis - Computer methods and programs in biomedicine, 2023 - Elsevier
Abstract Background and Objective: The automatic assessment of pain is vital in designing
optimal pain management interventions focused on reducing suffering and preventing the …

Explainable ai (xai) applied in machine learning for pain modeling: A review

R Madanu, MF Abbod, FJ Hsiao, WT Chen, JS Shieh - Technologies, 2022 - mdpi.com
Pain is a complex term that describes various sensations that create discomfort in various
ways or types inside the human body. Generally, pain has consequences that range from …

2D facial expression and movement of motion for pain identification with deep learning methods

K Pikulkaew, W Boonchieng, E Boonchieng… - IEEE …, 2021 - ieeexplore.ieee.org
As pain is an inevitable part of life, this study examines the use of facial expression
technology in assisting individuals with pain. The self-reporting system commonly used to …

Enhancing Brain Tumor Detection with Gradient-Weighted Class Activation Mapping and Deep Learning Techniques

K Pikulkaew - 2023 20th International Joint Conference on …, 2023 - ieeexplore.ieee.org
Brain tumors are a leading source of morbidity and mortality worldwide, and early
identification and precise diagnosis are essential for enhancing patient outcomes. The most …

Enhanced pain detection and movement of motion with data augmentation based on deep learning

K Pikulkaew, V Chouvatut - 2021 13th International Conference …, 2021 - ieeexplore.ieee.org
Pain is what anyone would experience, regardless of age or gender. Facial pain tracking
technology is a successful tool since it is user-friendly with high precision. Auto pain …

[PDF][PDF] Explainable AI (XAI) Applied in Machine Learning for Pain Modeling: A Review. Technologies 2022, 10, 74

R Madanu, MF Abbod, FJ Hsiao, WT Chen, JS Shieh - 2022 - academia.edu
Pain is a complex term that describes various sensations that create discomfort in various
ways or types inside the human body. Generally, pain has consequences that range from …

Pain detection using deep learning method from 3D facial expression and movement of motion

K Pikulkaew, V Chouvatut - … Technology: ICICT 2022, London, Volume 3, 2022 - Springer
Nowadays, face expression technology is widespread. For instance, 2D pain detection is
utilized in hospitals; nevertheless, it has some disadvantages that should be considered …

Comparative Analysis of Advancements in Patient Pain Detection using Deep Learning

A Ghosh, N Gulati - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
This review provides a systematic overview of the current state of sentiment analysis as
applied to detecting pain from facial expression A key feature of this work is the employment …

Uncovering the Experimental Secrets of a Novel Brain Tumor Identification Scheme with Elevated Learning and Image Classification Principles

M Gomathi, AA Ram, U Monesh… - 2024 10th …, 2024 - ieeexplore.ieee.org
Masses or clusters of aberrant cells can grow into brain tumours. They could cause
problems for the patient if they spread to other tissues. Brain tumours may be reliably …

Analyzing deep textual facial patterns for human pain sentiment recognition system in smart healthcare framework

A Ghosh, S Umer, BC Dhara… - Intelligent Decision …, 2024 - journals.sagepub.com
BACKGROUND: Patient sentiment analysis aids in identifying issue areas, timely
remediation, and improved patient care by the healthcare professional. The relationship …