Mathematical and Computational Oncology : Third International Symposium, ISMCO 2021, Virtual Event, October 11–13, 2021, Proceedings / edited by George Bebis, Terry Gaasterland, Mamoru Kato, Mohammad Kohandel, Kathleen Wilkie.

Format:

Book

Contributor:

Bebis, George, editor.

Series:

Lecture Notes in Bioinformatics, 2366-6331 ; 13060

Language:

English

Subjects (All):

Computer vision.

Computer engineering.

Computer networks.

Computer Vision.

Computer Engineering and Networks.

Local Subjects:

Computer Vision.

Computer Engineering and Networks.

Physical Description:

1 online resource (91 pages)

Edition:

1st ed. 2021.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

Summary:

This book constitutes the refereed proceedings of the Third International Symposium on Mathematical and Computational Oncology, ISMCO 2021, held in October 2021. Due to COVID-19 pandemic the conference was held virtually. The 3 full papers and 4 short papers presented were carefully reviewed and selected from 20 submissions. The papers are organized in topical sections named: statistical and machine learning methods for cancer research; mathematical modeling for cancer research; spatio-temporal tumor modeling and simulation; general cancer computational biology; mathematical modeling for cancer research; computational methods for anticancer drug development.

Contents:

Statistical and Machine Learning Methods for Cancer Research Image Classification of Skin Cancer: Using Deep Learning as a Tool for Skin Self-Examinations

Predictive Signatures for Lung Adenocarcinoma Prognostic Trajectory by Omics Data Integration and Ensemble Learning

The Role of Hydrophobicity in Peptide-MHC Binding

Spatio-temporal tumor modeling and simulation Simulating cytotoxic T-lymphocyte & cancer cells interactions : An LSTM-based approach to surrogate an agent-based model

General cancer computational biology Strategies to reduce long-term drug resistance by considering effects of differential selective treatments

Mathematical Modeling for Cancer Research Improved Geometric Configuration for the Bladder Cancer BCG-based Immunotherapy Treatment Model

Computational methods for anticancer drug development Run for your life – an integrated virtual tissue platform for incorporating exercise oncology into immunotherapy.

Other Format:

Print version: Bebis, George Mathematical and Computational Oncology

ISBN:

3-030-91241-8

OCLC:

1289370194