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Shubhayu Bhattacharyay
Shubhayu Bhattacharyay
PhD candidate in Clinical Neurosciences, University of Cambridge
Verified email at cam.ac.uk
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Year
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
92022
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
82021
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
82021
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
52024
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
32023
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
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