The leap to ordinal: Detailed functional prognosis after traumatic brain injury with a flexible modelling approach S Bhattacharyay, I Milosevic, L Wilson, DK Menon, RD Stevens, ... PLoS ONE 17 (7), e0270973, 2022 | 9 | 2022 |
Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury S Bhattacharyay, J Rattray, M Wang, PH Dziedzic, E Calvillo, HB Kim, ... Scientific Reports 11 (1), 23654, 2021 | 8 | 2021 |
Imputation strategies for missing baseline neurological assessment covariates after traumatic brain injury: A CENTER-TBI study A Ercole, A Dixit, DW Nelson, S Bhattacharyay, FA Zeiler, D Nieboer, ... PLoS ONE 16 (8), e0253425, 2021 | 8 | 2021 |
Clinical descriptors of disease trajectories in patients with traumatic brain injury in the intensive care unit (CENTER-TBI): a multicentre observational cohort study CAI Åkerlund, A Holst, S Bhattacharyay, N Stocchetti, E Steyerberg, ... The Lancet Neurology 23 (1), 71-80, 2024 | 5 | 2024 |
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury S Bhattacharyay, PF Caruso, C Åkerlund, L Wilson, RD Stevens, ... npj Digital Medicine 6 (1), 154, 2023 | 3 | 2023 |
Therapy Intensity Level Scale for Traumatic Brain Injury: Clinimetric Assessment on Neuro-Monitored Patients Across 52 European Intensive Care Units S Bhattacharyay, E Beqiri, P Zuercher, L Wilson, EW Steyerberg, ... Journal of neurotrauma 41 (7-8), 887-909, 2024 | | 2024 |
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury. L Wilson, RD Stevens, DW Nelson, S Bhattacharyay, PF Caruso, ... | | 2023 |
Contribution of clinical course to outcome after traumatic brain injury: mining patient trajectories from European intensive care unit data S Bhattacharyay, PF Caruso, C Åkerlund, L Wilson, RD Stevens, ... arXiv preprint arXiv:2303.04630, 2023 | | 2023 |
Clinical trajectory subphenotypes of severe traumatic brain injury: The importance of protein biomarkers and glucose variation–a CENTER-TBI high-resolution sub-study C Åkerlund, A Holst, S Bhattacharyay, N Stocchetti, E Steyerberg, ... | | 2023 |
Abstracts from The 39th Annual National Neurotrauma Symposium June 26–29, 2022 Atlanta: P278 “TRAUMATIC BRAIN INJURY PATIENT TRAJECTORIES IN THE ICU: FULL‐CONTEXT MODELLING … S Bhattacharyay, J Deasy, L Wilson, DK Menon, RD Stevens, ... Journal of Neurotrauma 39 (11-12), A-107, 2022 | | 2022 |
TRAUMATIC BRAIN INJURY PATIENT TRAJECTORIES IN THE ICU: FULL-CONTEXT MODELLING WITH ARTIFICIAL INTELLIGENCE FOR DYNAMIC ORDINAL PROGNOSES S Bhattacharyay, J Deasy, L Wilson, D Menon, R Stevens, E Steyerberg, ... JOURNAL OF NEUROTRAUMA 39 (11-12), A107-A107, 2022 | | 2022 |
The leap to ordinal: functional prognosis after traumatic brain injury using artificial intelligence S Bhattacharyay, I Milosevic, L Wilson, DK Menon, RD Stevens, ... arXiv e-prints, arXiv: 2202.04801, 2022 | | 2022 |
Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury (vol 11, 23654, 2021) S Bhattacharyay, J Rattray, M Wang, PH Dziedzic, E Calvillo, HB Kim, ... SCIENTIFIC REPORTS 12 (1), 2022 | | 2022 |
Author Correction: Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury S Bhattacharyay, J Rattray, M Wang, PH Dziedzic, E Calvillo, HB Kim, ... Scientific reports 12, 2022 | | 2022 |
Neurocritical Care Society Virtual 19th Annual Meeting October 26-29, 2021, "The Neurological Injury Motion Sensing (NIMS) Project: Quantifying, Decoding, and Validating … S Bhattacharyay, M Wang, P Dziedzic, E Calvillo, HB Kim, E Joshi, ... Neurocritical Care 35, S422, 2021 | | 2021 |
ESICM LIVES 2021: Part 2, "Machine learning to understand unmet needs for multiclass outcome prediction in the ICU after traumatic brain injury" S Bhattacharyay, EW Steyerberg, AIR Maas, DK Menon, A Ercole Intensive Care Medicine Experimental 9 (50), 000384, 2021 | | 2021 |
ESICM LIVES 2021: Part 2, "Decoding accelerometry for classifcation and prediction of severe brain injury in the ICU" S Bhattacharyay, M Wang, P Dziedzic, E Calvillo, HB Kim, E Joshi, ... Intensive Care Medicine Experimental 9 (50), 000181, 2021 | | 2021 |
THE LEAP TO MULTICLASS: UNDERSTANDING THE CHALLENGE OF PRECISE TBI OUTCOME PREDICTION WITH MACHINE LEARNING S Bhattacharyay, E Steyerberg, A Maas, D Menon, A Ercole JOURNAL OF NEUROTRAUMA 38 (14), A82-A82, 2021 | | 2021 |
Abstracts from The 38th Annual National Neurotrauma Symposium July 11–14, 2021 Virtual Conference: PSB08‐041 “THE LEAP TO MULTICLASS: UNDERSTANDING THE CHALLENGE OF PRECISE TBI … S Bhattacharyay, EW Steyerberg, AI Maas, DK Menon, A Ercole Journal of Neurotrauma 38 (14), A-82, 2021 | | 2021 |
The neurological injury motion sensing (NIMS) project: quantifying, decoding, and validating accelerometry features in the neurocritical care setting S Bhattacharyay, RD Stevens ANESTHESIA AND ANALGESIA 132 (5 S_ SUPPL), 1053-1054, 2021 | | 2021 |