From multisource data to clinical decision aids in radiation oncology: The need for a clinical data science community

Joanna Kazmierska; Andrew Hope; Emiliano Spezi; Sam Beddar; William H. Nailon; Biche Osong; Anshu Ankolekar; Ananya Choudhury; Andre Dekker; Kathrine Roe Redalen; Alberto Traverso

doi:10.1016/j.radonc.2020.09.054

From multisource data to clinical decision aids in radiation oncology: The need for a clinical data science community

Joanna Kazmierska, Andrew Hope, Emiliano Spezi, Sam Beddar, William H. Nailon, Biche Osong, Anshu Ankolekar, Ananya Choudhury, Andre Dekker, Kathrine Roe Redalen, Alberto Traverso^*

^*Corresponding author for this work

Research output: Contribution to journal › Review article › peer-review

Original language	English
Pages (from-to)	43-54
Number of pages	12
Journal	Radiotherapy and Oncology
Volume	153
DOIs	https://doi.org/10.1016/j.radonc.2020.09.054
Publication status	Published - Dec 2020

Keywords

Artificial intelligence
Big data
Data science
Personalized treatment
Radiotherapy
Shared decision making
BIG DATA
ARTIFICIAL-INTELLIGENCE
CAUSAL INFERENCE
HEALTH
VALIDATION
ANALYTICS
MEDICINE

Access to Document

10.1016/j.radonc.2020.09.054Licence: CC BY

Cite this

Kazmierska, Joanna ; Hope, Andrew ; Spezi, Emiliano ; Beddar, Sam ; Nailon, William H. ; Osong, Biche ; Ankolekar, Anshu ; Choudhury, Ananya ; Dekker, Andre ; Redalen, Kathrine Roe ; Traverso, Alberto. / From multisource data to clinical decision aids in radiation oncology : The need for a clinical data science community. In: Radiotherapy and Oncology. 2020 ; Vol. 153. pp. 43-54.

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title = "From multisource data to clinical decision aids in radiation oncology: The need for a clinical data science community",

keywords = "Artificial intelligence, Big data, Data science, Personalized treatment, Radiotherapy, Shared decision making, BIG DATA, ARTIFICIAL-INTELLIGENCE, CAUSAL INFERENCE, HEALTH, VALIDATION, ANALYTICS, MEDICINE",

author = "Joanna Kazmierska and Andrew Hope and Emiliano Spezi and Sam Beddar and Nailon, {William H.} and Biche Osong and Anshu Ankolekar and Ananya Choudhury and Andre Dekker and Redalen, {Kathrine Roe} and Alberto Traverso",

year = "2020",

month = dec,

doi = "10.1016/j.radonc.2020.09.054",

language = "English",

volume = "153",

pages = "43--54",

journal = "Radiotherapy and Oncology",

issn = "0167-8140",

publisher = "Elsevier Ireland Ltd",

}

From multisource data to clinical decision aids in radiation oncology : The need for a clinical data science community. / Kazmierska, Joanna; Hope, Andrew; Spezi, Emiliano; Beddar, Sam; Nailon, William H.; Osong, Biche; Ankolekar, Anshu ; Choudhury, Ananya ; Dekker, Andre; Redalen, Kathrine Roe; Traverso, Alberto.

In: Radiotherapy and Oncology, Vol. 153, 12.2020, p. 43-54.

Research output: Contribution to journal › Review article › peer-review

TY - JOUR

T1 - From multisource data to clinical decision aids in radiation oncology

T2 - The need for a clinical data science community

AU - Kazmierska, Joanna

AU - Hope, Andrew

AU - Spezi, Emiliano

AU - Beddar, Sam

AU - Nailon, William H.

AU - Osong, Biche

AU - Ankolekar, Anshu

AU - Choudhury, Ananya

AU - Dekker, Andre

AU - Redalen, Kathrine Roe

AU - Traverso, Alberto

PY - 2020/12

Y1 - 2020/12

KW - Artificial intelligence

KW - Big data

KW - Data science

KW - Personalized treatment

KW - Radiotherapy

KW - Shared decision making

KW - BIG DATA

KW - ARTIFICIAL-INTELLIGENCE

KW - CAUSAL INFERENCE

KW - HEALTH

KW - VALIDATION

KW - ANALYTICS

KW - MEDICINE

U2 - 10.1016/j.radonc.2020.09.054

DO - 10.1016/j.radonc.2020.09.054

M3 - Review article

C2 - 33065188

VL - 153

SP - 43

EP - 54

JO - Radiotherapy and Oncology

JF - Radiotherapy and Oncology

SN - 0167-8140

ER -