| Non-contact physiological monitoring of preterm infants in the neonatal intensive care unit M Villarroel, S Chaichulee, J Jorge, S Davis, G Green, C Arteta, ... NPJ digital medicine 2 (1), 128, 2019 | 121 | 2019 |
| Multi-task convolutional neural network for patient detection and skin segmentation in continuous non-contact vital sign monitoring S Chaichulee, M Villarroel, J Jorge, C Arteta, G Green, K McCormick, ... 2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017 | 92 | 2017 |
| Non-contact monitoring of respiration in the neonatal intensive care unit J Jorge, M Villarroel, S Chaichulee, A Guazzi, S Davis, G Green, ... 2017 12th IEEE International Conference on Automatic Face & Gesture …, 2017 | 74 | 2017 |
| Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning S Chaichulee, M Villarroel, J Jorge, C Arteta, K McCormick, A Zisserman, ... Physiological measurement 40 (11), 115001, 2019 | 53 | 2019 |
| AI-assisted assessment of wound tissue with automatic color and measurement calibration on images taken with a smartphone S Chairat, S Chaichulee, T Dissaneewate, P Wangkulangkul, ... Healthcare 11 (2), 273, 2023 | 25 | 2023 |
| Data fusion for improved camera-based detection of respiration in neonates J Jorge, M Villarroel, S Chaichulee, K McCormick, L Tarassenko Optical Diagnostics and Sensing XVIII: Toward Point-of-Care Diagnostics …, 2018 | 24 | 2018 |
| Non-contact assessment of peripheral artery haemodynamics using infrared video thermography J Jorge, M Harford, M Villarroel, S Chaichulee, S Davidson, E Finnegan, ... IEEE Transactions on Biomedical Engineering 68 (1), 276-288, 2020 | 22 | 2020 |
| Assessment of signal processing methods for measuring the respiratory rate in the neonatal intensive care unit J Jorge, M Villarroel, S Chaichulee, G Green, K McCormick, L Tarassenko IEEE journal of biomedical and health informatics 23 (6), 2335-2346, 2019 | 22 | 2019 |
| Multi-label classification of symptom terms from free-text bilingual adverse drug reaction reports using natural language processing S Chaichulee, C Promchai, T Kaewkomon, C Kongkamol, T Ingviya, ... PLoS One 17 (8), e0270595, 2022 | 21 | 2022 |
| Multi-scale convolutional neural networks for classification of digital mammograms with breast calcifications C Songsaeng, P Woodtichartpreecha, S Chaichulee IEEE Access 9, 114741-114753, 2021 | 21 | 2021 |
| Molecular classification models for triple negative breast cancer subtype using machine learning R Bissanum, S Chaichulee, R Kamolphiwong, R Navakanitworakul, ... Journal of Personalized Medicine 11 (9), 881, 2021 | 20 | 2021 |
| Localised photoplethysmography imaging for heart rate estimation of pre-term infants in the clinic S Chaichulee, M Villarroel, J Jorge, C Arteta, G Green, K McCormick, ... Optical diagnostics and sensing XVIII: toward point-of-care diagnostics …, 2018 | 20 | 2018 |
| CBCT-to-CT translation using Registration-Based generative adversarial networks in patients with Head and Neck Cancer C Suwanraksa, J Bridhikitti, T Liamsuwan, S Chaichulee Cancers 15 (7), 2017, 2023 | 19 | 2023 |
| Drug recommendation from diagnosis codes: Classification vs. Collaborative filtering approaches A Sae-Ang, S Chairat, N Tansuebchueasai, O Fumaneeshoat, T Ingviya, ... International Journal of Environmental Research and Public Health 20 (1), 309, 2022 | 19 | 2022 |
| Feature explanations in recurrent neural networks for predicting risk of mortality in intensive care patients T Na Pattalung, T Ingviya, S Chaichulee Journal of personalized medicine 11 (9), 934, 2021 | 19 | 2021 |
| Comparison of machine learning algorithms for mortality prediction in intensive care patients on multi-center critical care databases TN Pattalung, S Chaichulee IOP Conference Series: Materials Science and Engineering 1163 (1), 012027, 2021 | 10 | 2021 |
| Temporal Fusion Transformer for forecasting vital sign trajectories in intensive care patients R Phetrittikun, K Suvirat, TN Pattalung, C Kongkamol, T Ingviya, ... 2021 13th Biomedical Engineering International Conference (BMEiCON), 1-5, 2021 | 8 | 2021 |
| Leveraging Language Models for Inpatient Diagnosis Coding K Suvirat, D Tanasanchonnakul, S Chairat, S Chaichulee Applied Sciences 13 (16), 9450, 2023 | 7 | 2023 |
| Prediction of acid-base and potassium imbalances in intensive care patients using machine learning techniques R Phetrittikun, K Suvirat, K Horsiritham, T Ingviya, S Chaichulee Diagnostics 13 (6), 1171, 2023 | 7 | 2023 |
| Robust machine learning method for imputing missing values in audiograms collected in children P Pitathawatchai, S Chaichulee, V Kirtsreesakul International Journal of Audiology 61 (1), 66-77, 2022 | 7 | 2022 |
Mauricio VillarroelAssociate Professor of Biomedical Engineering at University of OxfordVerifierad e-postadress på eng.ox.ac.uk
