國立虎尾科技大學 |

In silico clinical trials for cardiovascular disease = a finite element and machine learning approach /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	In silico clinical trials for cardiovascular disease/ edited by Nenad Filipović.
其他題名:	a finite element and machine learning approach /
其他作者:	Filipović, Nenad.
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	viii, 426 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Cardiovascular system - Diseases -
電子資源:	https://doi.org/10.1007/978-3-031-60044-9
ISBN:	9783031600449

In silico clinical trials for cardiovascular disease = a finite element and machine learning approach /
In silico clinical trials for cardiovascular diseasea finite element and machine learning approach /[electronic resource] :edited by Nenad Filipović. - Cham :Springer Nature Switzerland :2024. - viii, 426 p. :ill. (some col.), digital ;24 cm.

Chapter 1 - Heart physiology and heart diseases, Djordje Jakovljevic, Nenad Filipovic -- Chapter 2 - Finite element modeling, Nenad Filipovic -- Chapter 3 - System biology modeling for drug optimization, Marko Zivanovic, Nenad Filipovic -- Chapter 4 - Artificial intelligence approach for medical image processing, Tijana Sustersic, Nenad Filipovic -- Chapter 5 - Pharmacokinetic and AI modeling, Lazar Velicki, Nenad Filipovic -- Chapter 6 - Molecular micro modeling of heart muscle, Momcilo Prodanovic, Nenad Filipovic -- Chapter 7 - Use case: Risk stratification of cardiomyopathy disease, Lazar Dasic, Nenad Filipovic -- Chapter 8 - Use case: Surrogate AI model for left ventricle modeling, Bogdan Milicevic, Nenad Filipovic -- Chapter 9 - Use case: Carotid artery plaque modeling, Andjela Blagojevic, Nenad Filipovic -- Chapter 10 - Use case: Stent deployment for coronary artery, Miljan Milosevic, Nenad Filipovic -- Chapter 11 - Use case: Balloon deployment for peripheral arteries. Aleksandra Vulovic, Nenad Filipovic -- Chapter 12 - Use case: Aorta stenosis modeling, Smiljana Tomasevic, Nenad Filipovic -- Chapter 13 - Use case: Stent biodegradation modeling, Dalibor Nikolic, Nenad Filipovic.

This book covers in silico clinical trials of cardiovascular disease using a finite element and machine learning approach. Part I describes the fundamentals as well as the latest developments in the field: finite element modeling, system biology modeling for drug optimization, artificial intelligence approach for medical image processing, as well as pharmacokinetic and AI modeling. Part II provides use cases to describe how in silico clinical trials of cardiovascular disease are applied to specific cardiovascular diseases: carotid artery plaque modeling, aorta stenosis modeling, stent biodegradation modeling, surrogate AI model for left ventricle modeling, and more. This book is geared toward upper-level undergraduate and graduate students as well as for researchers in the domains of bioengineering, biomechanics, biomedical engineering and medicine.

ISBN: 9783031600449

Standard No.: 10.1007/978-3-031-60044-9doiSubjects--Topical Terms:

1454828
Cardiovascular system
--Diseases

LC Class. No.: RC669

Dewey Class. No.: 616.1

In silico clinical trials for cardiovascular disease = a finite element and machine learning approach /
LDR:03103nam a2200325 a 4500 001 1133586
003 DE-He213
005 20240728125237.0
006 m d
007 cr nn 008maaau
008 241213s2024 sz s 0 eng d
020 $a 9783031600449 $q (electronic bk.)
020 $a 9783031600432 $q (paper)
024 7 $a 10.1007/978-3-031-60044-9 $2 doi
035 $a 978-3-031-60044-9
040 $a GP $c GP
041 0 $a eng
050 4 $a RC669
072 7 $a PSA $2 bicssc
072 7 $a SCI056000 $2 bisacsh
072 7 $a PSA $2 thema
082 0 4 $a 616.1 $2 23
090 $a RC669 $b .I35 2024
245 0 0 $a In silico clinical trials for cardiovascular disease $h [electronic resource] : $b a finite element and machine learning approach / $c edited by Nenad Filipović.
260 $a Cham : $c 2024. $b Springer Nature Switzerland : $b Imprint: Springer,
300 $a viii, 426 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Chapter 1 - Heart physiology and heart diseases, Djordje Jakovljevic, Nenad Filipovic -- Chapter 2 - Finite element modeling, Nenad Filipovic -- Chapter 3 - System biology modeling for drug optimization, Marko Zivanovic, Nenad Filipovic -- Chapter 4 - Artificial intelligence approach for medical image processing, Tijana Sustersic, Nenad Filipovic -- Chapter 5 - Pharmacokinetic and AI modeling, Lazar Velicki, Nenad Filipovic -- Chapter 6 - Molecular micro modeling of heart muscle, Momcilo Prodanovic, Nenad Filipovic -- Chapter 7 - Use case: Risk stratification of cardiomyopathy disease, Lazar Dasic, Nenad Filipovic -- Chapter 8 - Use case: Surrogate AI model for left ventricle modeling, Bogdan Milicevic, Nenad Filipovic -- Chapter 9 - Use case: Carotid artery plaque modeling, Andjela Blagojevic, Nenad Filipovic -- Chapter 10 - Use case: Stent deployment for coronary artery, Miljan Milosevic, Nenad Filipovic -- Chapter 11 - Use case: Balloon deployment for peripheral arteries. Aleksandra Vulovic, Nenad Filipovic -- Chapter 12 - Use case: Aorta stenosis modeling, Smiljana Tomasevic, Nenad Filipovic -- Chapter 13 - Use case: Stent biodegradation modeling, Dalibor Nikolic, Nenad Filipovic.
520 $a This book covers in silico clinical trials of cardiovascular disease using a finite element and machine learning approach. Part I describes the fundamentals as well as the latest developments in the field: finite element modeling, system biology modeling for drug optimization, artificial intelligence approach for medical image processing, as well as pharmacokinetic and AI modeling. Part II provides use cases to describe how in silico clinical trials of cardiovascular disease are applied to specific cardiovascular diseases: carotid artery plaque modeling, aorta stenosis modeling, stent biodegradation modeling, surrogate AI model for left ventricle modeling, and more. This book is geared toward upper-level undergraduate and graduate students as well as for researchers in the domains of bioengineering, biomechanics, biomedical engineering and medicine.
650 0 $a Cardiovascular system $x Diseases $x Research. $3 1454828
650 0 $a Clinical trials. $3 581858
650 0 $a Artificial intelligence $x Medical applications. $3 600038
650 1 4 $a Cardiovascular Physiology. $3 528479
650 2 4 $a Machine Learning. $3 1137723
650 2 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Drug Delivery. $3 1366630
700 1 $a Filipović, Nenad. $3 1454827
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-031-60044-9
950 $a Biomedical and Life Sciences (SpringerNature-11642)