Validated machine learning tools to distinguish immune checkpoint inhibitor, radiotherapy, COVID-19 and other infective pneumonitis

Sumeet Hindocha; Benjamin Hunter; Kristofer Linton-Reid; Thomas George Charlton; Mitchell Chen; Andrew Logan; Merina Ahmed; Imogen Locke; Bhupinder Sharma; Simon Doran; Matthew R Orton; Catherine Victoria Bunce; Danielle Power; Shahreen Ahmad; Karen Chan; Peng Ng; Richard Toshner; Binnaz Yasar; John Conibear; Ravindhi Murphy; Tom Newsom-Davis; Patrick Goodley; Matthew Evison; Nadia Yousaf; George Bitar; Fiona McDonald; Matthew Blackledge; Eric Aboagye; Richard Lee

doi:10.1016/j.radonc.2024.110266

Validated machine learning tools to distinguish immune checkpoint inhibitor, radiotherapy, COVID-19 and other infective pneumonitis

Sumeet Hindocha, Benjamin Hunter, Kristofer Linton-Reid, Thomas George Charlton, Mitchell Chen, Andrew Logan, Merina Ahmed, Imogen Locke, Bhupinder Sharma, Simon Doran, Matthew R Orton, Catherine Victoria Bunce, Danielle Power, Shahreen Ahmad, Karen Chan, Peng Ng, Richard Toshner, Binnaz Yasar, John Conibear, Ravindhi MurphyTom Newsom-Davis, Patrick Goodley, Matthew Evison, Nadia Yousaf, George Bitar, Fiona McDonald, Matthew Blackledge, Eric Aboagye, Richard Lee

The Royal Marsden NHS Foundation Trust

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Radiotherapy and Oncology
DOIs	https://doi.org/10.1016/j.radonc.2024.110266
Publication status	Published - Jun 2024

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1016/j.radonc.2024.110266

Cite this

Hindocha, S., Hunter, B., Linton-Reid, K., Charlton, T. G., Chen, M., Logan, A., Ahmed, M., Locke, I., Sharma, B., Doran, S., Orton, M. R., Bunce, C. V., Power, D., Ahmad, S., Chan, K., Ng, P., Toshner, R., Yasar, B., Conibear, J., ... Lee, R. (2024). Validated machine learning tools to distinguish immune checkpoint inhibitor, radiotherapy, COVID-19 and other infective pneumonitis. Radiotherapy and Oncology. https://doi.org/10.1016/j.radonc.2024.110266

@article{4f7b467e27714bdf8729eb9fc92717af,

title = "Validated machine learning tools to distinguish immune checkpoint inhibitor, radiotherapy, COVID-19 and other infective pneumonitis",

author = "Sumeet Hindocha and Benjamin Hunter and Kristofer Linton-Reid and Charlton, {Thomas George} and Mitchell Chen and Andrew Logan and Merina Ahmed and Imogen Locke and Bhupinder Sharma and Simon Doran and Orton, {Matthew R} and Bunce, {Catherine Victoria} and Danielle Power and Shahreen Ahmad and Karen Chan and Peng Ng and Richard Toshner and Binnaz Yasar and John Conibear and Ravindhi Murphy and Tom Newsom-Davis and Patrick Goodley and Matthew Evison and Nadia Yousaf and George Bitar and Fiona McDonald and Matthew Blackledge and Eric Aboagye and Richard Lee",

year = "2024",

month = jun,

doi = "10.1016/j.radonc.2024.110266",

language = "English",

journal = "Radiotherapy and Oncology",

issn = "0167-8140",

publisher = "Elsevier BV",

}

Hindocha, S, Hunter, B, Linton-Reid, K, Charlton, TG, Chen, M, Logan, A, Ahmed, M, Locke, I, Sharma, B, Doran, S, Orton, MR, Bunce, CV, Power, D, Ahmad, S, Chan, K, Ng, P, Toshner, R, Yasar, B, Conibear, J, Murphy, R, Newsom-Davis, T, Goodley, P, Evison, M, Yousaf, N, Bitar, G, McDonald, F, Blackledge, M, Aboagye, E & Lee, R 2024, 'Validated machine learning tools to distinguish immune checkpoint inhibitor, radiotherapy, COVID-19 and other infective pneumonitis', Radiotherapy and Oncology. https://doi.org/10.1016/j.radonc.2024.110266

TY - JOUR

T1 - Validated machine learning tools to distinguish immune checkpoint inhibitor, radiotherapy, COVID-19 and other infective pneumonitis

AU - Hindocha, Sumeet

AU - Hunter, Benjamin

AU - Linton-Reid, Kristofer

AU - Charlton, Thomas George

AU - Chen, Mitchell

AU - Logan, Andrew

AU - Ahmed, Merina

AU - Locke, Imogen

AU - Sharma, Bhupinder

AU - Doran, Simon

AU - Orton, Matthew R

AU - Bunce, Catherine Victoria

AU - Power, Danielle

AU - Ahmad, Shahreen

AU - Chan, Karen

AU - Ng, Peng

AU - Toshner, Richard

AU - Yasar, Binnaz

AU - Conibear, John

AU - Murphy, Ravindhi

AU - Newsom-Davis, Tom

AU - Goodley, Patrick

AU - Evison, Matthew

AU - Yousaf, Nadia

AU - Bitar, George

AU - McDonald, Fiona

AU - Blackledge, Matthew

AU - Aboagye, Eric

AU - Lee, Richard

PY - 2024/6

Y1 - 2024/6

U2 - 10.1016/j.radonc.2024.110266

DO - 10.1016/j.radonc.2024.110266

M3 - Article

SN - 0167-8140

JO - Radiotherapy and Oncology

JF - Radiotherapy and Oncology

ER -