Computer Vision and Pattern Recognition · Computer Science
Overcoming Small Data Limitations in Video-Based Infant Respiration Estimation
Liyang Song, Hardik Bishnoi, Sai Kumar Reddy Manne, Sarah Ostadabbas +2
2025-12-09
Applications · Statistics
Bayesian modelling of lung function data from multiple-breath washout tests
Robert K. Mahar, John B. Carlin, Sarath Ranganathan, Anne-Louise Ponsonby +2
2020-11-10
Image and Video Processing · Electrical Eng. & Systems
Automatic Infant Respiration Estimation from Video: A Deep Flow-based Algorithm and a Novel Public Benchmark
Sai Kumar Reddy Manne, Shaotong Zhu, Sarah Ostadabbas, Michael Wan
2023-07-26
Medical Physics · Physics
A tidal lung simulation to quantify lung heterogeneity with the Inspired Sinewave Test
Minh C. Tran, Douglas C. Crockett, Phi A. Phan, Stephen J. Payne +1
2020-09-30
Human-Computer Interaction · Computer Science
Riemannian geometry applied to detection of respiratory states from EEG signals: the basis for a brain-ventilator interface
X Navarro-Sune, A. L. Hudson, F. De Vico Fallani, J. Martinerie +5
2016-09-21
Image and Video Processing · Electrical Eng. & Systems
Spatio-Temporal Classification of Lung Ventilation Patterns using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation
Shuzhe Chen, Li Li, Zhichao Lin, Ke Zhang +7
2023-07-04
Machine Learning · Computer Science
Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants
Lara J. Kanbar, Charles C. Onu, Wissam Shalish, Karen A. Brown +3
2018-08-27
Quantitative Methods · Quantitative Biology
Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units
Yuan Wang, Guy Carrault, Alain Beuchee, Nathalie Costet +2
2016-05-18
Signal Processing · Electrical Eng. & Systems
Trac\'e alternant detector for grading hypoxic-ischemic encephalopathy in neonatal EEG
Sumit A. Raurale, Geraldine B. Boylan, Sean R. Mathieson, William P. Marnane +2
2021-06-02
Tissues and Organs · Quantitative Biology
Theoretical open-loop model of respiratory mechanics in the extremely preterm infant
Laura Ellwein Fix, Joseph Khoury, Russell Moores, Lauren Linkous +2
2018-07-04
Image and Video Processing · Electrical Eng. & Systems
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms
Hanna Ragnarsdottir, Laura Manduchi, Holger Michel, Fabian Laumer +3
2022-03-25
Signal Processing · Electrical Eng. & Systems
Identifying trace alternant activity in neonatal EEG using an inter-burst detection approach
Sumit A. Raurale, Geraldine B. Boylan, Gordon Lightbody, John M. O'Toole
2020-05-13
Applications · Statistics
Biased sampling designs to improve research efficiency: Factors influencing pulmonary function over time in children with asthma
Jonathan S. Schildcrout, Paul J. Rathouz, Leila R. Zelnick, Shawn P. Garbett +1
2015-09-17
Neurons and Cognition · Quantitative Biology
Longitudinal Acoustic Speech Tracking Following Pediatric Traumatic Brain Injury
Camille Noufi, Adam C. Lammert, Daryush D. Mehta, James R. Williamson +5
2022-09-12
Signal Processing · Electrical Eng. & Systems
Sleep Apnea and Respiratory Anomaly Detection from a Wearable Band and Oxygen Saturation
Wolfgang Ganglberger, Abigail A. Bucklin, Ryan A. Tesh, Madalena Da Silva Cardoso +10
2021-03-01
Medical Physics · Physics
Dynamics of Snoring Sounds and Its Connection with Obstructive Sleep Apnea
Adriano M. Alencar, Diego Greatti Vaz da Silva, Carolina Beatriz Oliveira, Andre P. Vieira +2
2015-06-11
Machine Learning · Computer Science
Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing
Charles C. Onu, Lara J. Kanbar, Wissam Shalish, Karen A. Brown +3
2018-08-27
Image and Video Processing · Electrical Eng. & Systems
Classification of Electrical Impedance Tomography Data Using Machine Learning
Diogo Pessoa, Bruno Machado Rocha, Grigorios-Aris Cheimariotis, Kostas Haris +6
2021-08-05
Quantitative Methods · Quantitative Biology
Physiological modeling of isoprene dynamics in exhaled breath
Julian King, Helin Koc, Karl Unterkofler, Pawel Mochalski +5
2010-10-12
Image and Video Processing · Electrical Eng. & Systems
Inferring respiratory and circulatory parameters from electrical impedance tomography with deep recurrent models
Nils Strodthoff, Claas Strodthoff, Tobias Becher, Norbert Weiler +1
2020-10-20
Neurons and Cognition · Quantitative Biology
Night-to-Night Variability of Sleep Electroencephalography-Based Brain Age Measurements
Jacob Hogan, Haoqi Sun, Luis Paixao, Mike Westmeijer +8
2020-03-04