A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis

Jaroslaw Smieja; Krzysztof Psiuk-Maksymowicz; Andrzej Swierniak

doi:10.1007/978-3-030-83704-4_9

A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis

Katedra Inżynierii i Biologii Systemów (RAU/RAU1)

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

3 Cytowania z bazy Scopus

Abstrakt

The paper is concerned with modeling of tumor growth, taking into account chemo- and radiotherapy and metastasis. The model consists of two compartments, one representing the primary tumor, sensitive to chemo- and radiotherapy and another, representing metastatic tumor. A population of virtual patients is created by sampling model parameters. Kaplan-Meier survival curves are used to analyze the influence of model parameters on treatment efficacy, with one standard treatment protocol.

Język oryginału	angielski
Tytuł publikacji goszczącej	Biocybernetics and Biomedical Engineering – Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering
Redaktorzy	Dorota G. Pijanowska, Krzysztof Zieliński, Adam Liebert, Janusz Kacprzyk
Wydawca	Springer Science and Business Media Deutschland GmbH
Strony	88-97
Liczba stron	10
ISBN (drukowany)	9783030837037
Identyfikatory DOI	https://doi.org/10.1007/978-3-030-83704-4_9
Status publikacji	Opublikowano - 2022
Wydarzenie	22nd Polish Conference on Biocybernetics and Biomedical Engineering, PCBBE 2021 - Warsaw, Polska Czas trwania: 19 maj 2021 → 21 maj 2021

Seria publikacji

Nazwa	Lecture Notes in Networks and Systems
Tom	293
ISSN (drukowany)	2367-3370
ISSN (elektroniczny)	2367-3389

Konferencja

Konferencja	22nd Polish Conference on Biocybernetics and Biomedical Engineering, PCBBE 2021
Kraj/Terytorium	Polska
Miejscowość	Warsaw
Okres	19/05/21 → 21/05/21

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 3 Dobre zdrowie i dobre samopoczucie

Obszary tematyczne ASJC Scopus

Inżynieria sterowania i systemów
Przetwarzanie sygnałów
Sieci komputerowe i komunikacja

Uzyskaj dostęp do dokumentu

10.1007/978-3-030-83704-4_9

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Smieja, J., Psiuk-Maksymowicz, K., & Swierniak, A. (2022). A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis. W D. G. Pijanowska, K. Zieliński, A. Liebert, & J. Kacprzyk (Red.), Biocybernetics and Biomedical Engineering – Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering (str. 88-97). (Lecture Notes in Networks and Systems; Tom 293). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-83704-4_9

Smieja, Jaroslaw ; Psiuk-Maksymowicz, Krzysztof ; Swierniak, Andrzej. / A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis. Biocybernetics and Biomedical Engineering – Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering. redaktor / Dorota G. Pijanowska ; Krzysztof Zieliński ; Adam Liebert ; Janusz Kacprzyk. Springer Science and Business Media Deutschland GmbH, 2022. str. 88-97 (Lecture Notes in Networks and Systems).

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title = "A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis",

abstract = "The paper is concerned with modeling of tumor growth, taking into account chemo- and radiotherapy and metastasis. The model consists of two compartments, one representing the primary tumor, sensitive to chemo- and radiotherapy and another, representing metastatic tumor. A population of virtual patients is created by sampling model parameters. Kaplan-Meier survival curves are used to analyze the influence of model parameters on treatment efficacy, with one standard treatment protocol.",

keywords = "Chemotherapy, Metastasis, Modeling, Radiotherapy",

author = "Jaroslaw Smieja and Krzysztof Psiuk-Maksymowicz and Andrzej Swierniak",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 22nd Polish Conference on Biocybernetics and Biomedical Engineering, PCBBE 2021 ; Conference date: 19-05-2021 Through 21-05-2021",

year = "2022",

doi = "10.1007/978-3-030-83704-4\_9",

language = "English",

isbn = "9783030837037",

series = "Lecture Notes in Networks and Systems",

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

pages = "88--97",

editor = "Pijanowska, \{Dorota G.\} and Krzysztof Zieli{\'n}ski and Adam Liebert and Janusz Kacprzyk",

booktitle = "Biocybernetics and Biomedical Engineering {\textendash} Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering",

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Smieja, J , Psiuk-Maksymowicz, K & Swierniak, A 2022, A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis. w DG Pijanowska, K Zieliński, A Liebert & J Kacprzyk (red), Biocybernetics and Biomedical Engineering – Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering. Lecture Notes in Networks and Systems, tom 293, Springer Science and Business Media Deutschland GmbH, str. 88-97, 22nd Polish Conference on Biocybernetics and Biomedical Engineering, PCBBE 2021, Warsaw, Polska, 19/05/21. https://doi.org/10.1007/978-3-030-83704-4_9

A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis. / Smieja, Jaroslaw ; Psiuk-Maksymowicz, Krzysztof ; Swierniak, Andrzej.
Biocybernetics and Biomedical Engineering – Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering. red. / Dorota G. Pijanowska; Krzysztof Zieliński; Adam Liebert; Janusz Kacprzyk. Springer Science and Business Media Deutschland GmbH, 2022. str. 88-97 (Lecture Notes in Networks and Systems; Tom 293).

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

TY - GEN

T1 - A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis

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AU - Psiuk-Maksymowicz, Krzysztof

AU - Swierniak, Andrzej

PY - 2022

Y1 - 2022

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AB - The paper is concerned with modeling of tumor growth, taking into account chemo- and radiotherapy and metastasis. The model consists of two compartments, one representing the primary tumor, sensitive to chemo- and radiotherapy and another, representing metastatic tumor. A population of virtual patients is created by sampling model parameters. Kaplan-Meier survival curves are used to analyze the influence of model parameters on treatment efficacy, with one standard treatment protocol.

KW - Chemotherapy

KW - Metastasis

KW - Modeling

KW - Radiotherapy

UR - https://www.scopus.com/pages/publications/85115639487

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DO - 10.1007/978-3-030-83704-4_9

M3 - Conference contribution

AN - SCOPUS:85115639487

SN - 9783030837037

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BT - Biocybernetics and Biomedical Engineering – Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering

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A2 - Liebert, Adam

A2 - Kacprzyk, Janusz

PB - Springer Science and Business Media Deutschland GmbH

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Smieja J , Psiuk-Maksymowicz K , Swierniak A. A Framework for Modeling and Efficacy Evaluation of Treatment of Cancer with Metastasis. W Pijanowska DG, Zieliński K, Liebert A, Kacprzyk J, redaktorzy, Biocybernetics and Biomedical Engineering – Current Trends and Challenges - Proceedings of the 22nd Polish Conference on Biocybernetics and Biomedical Engineering. Springer Science and Business Media Deutschland GmbH. 2022. str. 88-97. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-030-83704-4_9