A Minimal Model of Cancer Growth, Metastasis and Treatment

Jaroslaw Smieja; Andrzej Swierniak; Marek Kimmel

doi:10.1007/978-981-19-8234-7_44

A Minimal Model of Cancer Growth, Metastasis and Treatment

Katedra Inżynierii i Biologii Systemów (RAU/RAU1)

Rice University

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

3 Cytowania z bazy Scopus

Abstrakt

The paper is concerned with modeling cancer growth, metastasis and response to anticancer treatment in a heterogeneous population of patients. Following a discussion of existing models, multicompartmental models are compared using Kaplan-Meier survival curves. Subsequently, different death conditions are analyzed, leading to the final conclusion that a simple, two-compartmental model describes primary and metastatic tumors well enough but death condition must fine-tuned to available clinical survival curves.

Język oryginału	angielski
Tytuł publikacji goszczącej	Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings
Redaktorzy	Edward Szczerbicki, Krystian Wojtkiewicz, Sinh Van Nguyen, Marcin Pietranik, Marek Krótkiewicz
Wydawca	Springer Science and Business Media Deutschland GmbH
Strony	566-577
Liczba stron	12
ISBN (drukowany)	9789811982330
Identyfikatory DOI	https://doi.org/10.1007/978-981-19-8234-7_44
Status publikacji	Opublikowano - 2022
Wydarzenie	14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022 - Ho Chi Minh City, Wietnam Czas trwania: 28 lis 2022 → 30 lis 2022

Seria publikacji

Nazwa	Communications in Computer and Information Science
Tom	1716 CCIS
ISSN (drukowany)	1865-0929
ISSN (elektroniczny)	1865-0937

Konferencja

Konferencja	14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022
Kraj/Terytorium	Wietnam
Miejscowość	Ho Chi Minh City
Okres	28/11/22 → 30/11/22

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 3 Dobre zdrowie i dobre samopoczucie

Obszary tematyczne ASJC Scopus

Informatyka ogólna
Matematyka ogólna

Uzyskaj dostęp do dokumentu

10.1007/978-981-19-8234-7_44

Inne pliki i linki

Link do publikacji w Scopus

Cytuj to

Smieja, J., Swierniak, A., & Kimmel, M. (2022). A Minimal Model of Cancer Growth, Metastasis and Treatment. W E. Szczerbicki, K. Wojtkiewicz, S. V. Nguyen, M. Pietranik, & M. Krótkiewicz (Red.), Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings (str. 566-577). (Communications in Computer and Information Science; Tom 1716 CCIS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-19-8234-7_44

Smieja, Jaroslaw ; Swierniak, Andrzej ; Kimmel, Marek. / A Minimal Model of Cancer Growth, Metastasis and Treatment. Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings. redaktor / Edward Szczerbicki ; Krystian Wojtkiewicz ; Sinh Van Nguyen ; Marcin Pietranik ; Marek Krótkiewicz. Springer Science and Business Media Deutschland GmbH, 2022. str. 566-577 (Communications in Computer and Information Science).

@inproceedings{f7b7352f15874b13a6a42c9ab6450ded,

title = "A Minimal Model of Cancer Growth, Metastasis and Treatment",

abstract = "The paper is concerned with modeling cancer growth, metastasis and response to anticancer treatment in a heterogeneous population of patients. Following a discussion of existing models, multicompartmental models are compared using Kaplan-Meier survival curves. Subsequently, different death conditions are analyzed, leading to the final conclusion that a simple, two-compartmental model describes primary and metastatic tumors well enough but death condition must fine-tuned to available clinical survival curves.",

keywords = "Kaplan-Meyer survival curves, Metastasis, Modeling of cancer growth",

author = "Jaroslaw Smieja and Andrzej Swierniak and Marek Kimmel",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.; 14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022 ; Conference date: 28-11-2022 Through 30-11-2022",

year = "2022",

doi = "10.1007/978-981-19-8234-7\_44",

language = "English",

isbn = "9789811982330",

series = "Communications in Computer and Information Science",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "566--577",

editor = "Edward Szczerbicki and Krystian Wojtkiewicz and Nguyen, \{Sinh Van\} and Marcin Pietranik and Marek Kr{\'o}tkiewicz",

booktitle = "Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings",

address = "Germany",

}

Smieja, J , Swierniak, A & Kimmel, M 2022, A Minimal Model of Cancer Growth, Metastasis and Treatment. w E Szczerbicki, K Wojtkiewicz, SV Nguyen, M Pietranik & M Krótkiewicz (red), Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings. Communications in Computer and Information Science, tom 1716 CCIS, Springer Science and Business Media Deutschland GmbH, str. 566-577, 14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022, Ho Chi Minh City, Wietnam, 28/11/22. https://doi.org/10.1007/978-981-19-8234-7_44

A Minimal Model of Cancer Growth, Metastasis and Treatment. / Smieja, Jaroslaw ; Swierniak, Andrzej ; Kimmel, Marek.
Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings. red. / Edward Szczerbicki; Krystian Wojtkiewicz; Sinh Van Nguyen; Marcin Pietranik; Marek Krótkiewicz. Springer Science and Business Media Deutschland GmbH, 2022. str. 566-577 (Communications in Computer and Information Science; Tom 1716 CCIS).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

T1 - A Minimal Model of Cancer Growth, Metastasis and Treatment

AU - Smieja, Jaroslaw

AU - Swierniak, Andrzej

AU - Kimmel, Marek

PY - 2022

Y1 - 2022

N2 - The paper is concerned with modeling cancer growth, metastasis and response to anticancer treatment in a heterogeneous population of patients. Following a discussion of existing models, multicompartmental models are compared using Kaplan-Meier survival curves. Subsequently, different death conditions are analyzed, leading to the final conclusion that a simple, two-compartmental model describes primary and metastatic tumors well enough but death condition must fine-tuned to available clinical survival curves.

AB - The paper is concerned with modeling cancer growth, metastasis and response to anticancer treatment in a heterogeneous population of patients. Following a discussion of existing models, multicompartmental models are compared using Kaplan-Meier survival curves. Subsequently, different death conditions are analyzed, leading to the final conclusion that a simple, two-compartmental model describes primary and metastatic tumors well enough but death condition must fine-tuned to available clinical survival curves.

KW - Kaplan-Meyer survival curves

KW - Metastasis

KW - Modeling of cancer growth

UR - https://www.scopus.com/pages/publications/85144235537

U2 - 10.1007/978-981-19-8234-7_44

DO - 10.1007/978-981-19-8234-7_44

M3 - Conference contribution

AN - SCOPUS:85144235537

SN - 9789811982330

T3 - Communications in Computer and Information Science

SP - 566

EP - 577

BT - Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings

A2 - Szczerbicki, Edward

A2 - Wojtkiewicz, Krystian

A2 - Nguyen, Sinh Van

A2 - Pietranik, Marcin

A2 - Krótkiewicz, Marek

PB - Springer Science and Business Media Deutschland GmbH

T2 - 14th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2022

Y2 - 28 November 2022 through 30 November 2022

ER -

Smieja J , Swierniak A , Kimmel M. A Minimal Model of Cancer Growth, Metastasis and Treatment. W Szczerbicki E, Wojtkiewicz K, Nguyen SV, Pietranik M, Krótkiewicz M, redaktorzy, Recent Challenges in Intelligent Information and Database Systems - 14th Asian Conference, ACIIDS 2022, Proceedings. Springer Science and Business Media Deutschland GmbH. 2022. str. 566-577. (Communications in Computer and Information Science). doi: 10.1007/978-981-19-8234-7_44

A Minimal Model of Cancer Growth, Metastasis and Treatment

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

Uzyskaj dostęp do dokumentu

Inne pliki i linki

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