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Application of Proc...
Application of Process Mining for Modelling Small Cell Lung Cancer Prognosis
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- Marzano, Luca, 1995- (författare)
- KTH,Hälsoinformatik och logistik
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- Meijer, Sebastiaan, Professor, 1979- (författare)
- KTH,Hälsoinformatik och logistik
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- Dan, Asaf (författare)
- Karolinska Institutet
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- Tendler, Salomon (författare)
- Department of Oncology-Pathology, Karolinska Institutet and the Thoracic Oncology Center, Karolinska University Hospital, Stockholm, Sweden
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- De Petris, Luigi (författare)
- Karolinska Institutet
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- Lewensohn, Rolf (författare)
- Department of Oncology-Pathology, Karolinska Institutet and the Thoracic Oncology Center, Karolinska University Hospital, Stockholm, Sweden
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- Raghothama, Jayanth (författare)
- KTH,Hälsoinformatik och logistik
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- Darwich, Adam S. (författare)
- KTH,Hälsoinformatik och logistik
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(creator_code:org_t)
- IOS Press, 2023
- 2023
- Engelska.
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Ingår i: Studies in Health Technology and Informatics. - : IOS Press. - 0926-9630 .- 1879-8365. ; 302, s. 18-22
- Relaterad länk:
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https://doi.org/10.3...
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https://ebooks.iospr...
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https://kth.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.3...
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http://kipublication...
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Abstract
Ämnesord
Stäng
- Process mining is a relatively new method that connects data science and process modelling. In the past years a series of applications with health care production data have been presented in process discovery, conformance check and system enhancement. In this paper we apply process mining on clinical oncological data with the purpose of studying survival outcomes and chemotherapy treatment decision in a real-world cohort of small cell lung cancer patients treated at Karolinska University Hospital (Stockholm, Sweden). The results highlighted the potential role of process mining in oncology to study prognosis and survival outcomes with longitudinal models directly extracted from clinical data derived from healthcare.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Cancer och onkologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Cancer and Oncology (hsv//eng)
Nyckelord
- oncology
- Process mining
- Real-world Data
- small cell lung cancer
- treatment decision
- Tillämpad matematik och beräkningsmatematik
- Applied and Computational Mathematics
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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