Image and Video Processing · Electrical Eng. & Systems
Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process Priors
Daniel Lopez-Martinez, Ke Peng, Arielle Lee, David Borsook +1
2019-07-31
Medical Physics · Physics
Pain Analysis, in Premature Infants, Using Near Infrared Spectroscopy (NIRS)
Matthew Compton, Ghada Zamzmi, Rahul Mhaskar, Maria Gieron +3
2019-08-28
Machine Learning · Computer Science
Pain Assessment based on fNIRS using Bidirectional LSTMs
Raul Fernandez Rojas, Julio Romero, Jehu Lopez-Aparicio, Keng-Liang Ou
2020-12-29
Machine Learning · Computer Science
Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals
Daniel Lopez-Martinez, Ke Peng, Sarah C. Steele, Arielle J. Lee +2
2018-08-22
Signal Processing · Electrical Eng. & Systems
OpenNIRScap: An Open-Source, Low-Cost Wearable Near-Infrared Spectroscopy-based Brain Interfacing Cap
Tony Kim, Haotian Liu, Chiung-Ting Huang, Ingrid Wu +1
2025-05-28
Machine Learning · Computer Science
Machine Learning and AI Applied to fNIRS Data Reveals Novel Brain Activity Biomarkers in Stable Subclinical Multiple Sclerosis
Sadman Saumik Islam, Bruna Dalcin Baldasso, Davide Cattaneo, Xianta Jiang +1
2025-09-29
Quantitative Methods · Quantitative Biology
Complex hemodynamic responses to trans-vascular electrical stimulation of the renal nerve in anesthetized pigs
Filippo Agnesi, Lucia Carlucci, Gia Burjanadze, Fabio Bernini +4
2024-06-06
Medical Physics · Physics
Dual-slope imaging of cerebral hemodynamics with frequency-domain near-infrared spectroscopy
Giles Blaney, Cristianne Fernandez, Angelo Sassaroli, Sergio Fantini
2023-01-05
Signal Processing · Electrical Eng. & Systems
A hemodynamic decomposition model for detecting cognitive load using functional near-infrared spectroscopy
Marco A. Pinto-Orellana, Diego C. Nascimento, Peyman Mirtaheri, Rune Jonassen +2
2020-01-24
Numerical Analysis · Mathematics
Estimation of Hemodynamic Parameters via Physics Informed Neural Networks including Hematocrit Dependent Rheology
Moises Sierpe, Ernesto Castillo, Hernan Mella, Felipe Galarce
2025-08-06
Biological Physics · Physics
Probing brain oxygenation with near infrared spectroscopy
Alexander Gersten, Jacqueline Perle, Amir Raz, Robert Fried
2011-03-30
Neurons and Cognition · Quantitative Biology
Point-process deconvolution of fMRI reveals effective connectivity alterations in chronic pain patients
Guorong Wu, Enzo Tagliazucchi, Dante R. Chialvo, Daniele Marinazzo
2013-11-01
Computational Engineering, Finance, and Science · Computer Science
Physics-informed neural networks for blood flow inverse problems
Jeremias Garay, Jocelyn Dunstan, Sergio Uribe, Francisco Sahli Costabal
2023-08-03
Neurons and Cognition · Quantitative Biology
Reanimating Images using Neural Representations of Dynamic Stimuli
Jacob Yeung, Andrew F. Luo, Gabriel Sarch, Margaret M. Henderson +2
2025-04-09
Artificial Intelligence · Computer Science
Multi-Representation Diagrams for Pain Recognition: Integrating Various Electrodermal Activity Signals into a Single Image
Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis
2025-09-17
Medical Physics · Physics
Functional dual-slope frequency-domain near-infrared spectroscopy data interpreted with two- and three-layer models
Jodee Frias, Giles Blaney, Angelo Sassaroli, Sergio Fantini
2026-03-27
Computer Vision and Pattern Recognition · Computer Science
Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging
Issam Serraoui, Eric Granger, Abdenour Hadid, Abdelmalik Taleb-Ahmed
2023-12-13
Neurons and Cognition · Quantitative Biology
AI-Enhanced High-Density NIRS Patch for Real-Time Brain Layer Oxygenation Monitoring in Neurological Emergencies
Minsu Ji, Jihoon Kang, Seongkwon Yu, Jaemyoung Kim +6
2025-11-11