Mathematical and Computational Oncology

Third International Symposium, ISMCO 2021, Virtual Event, October 11–13, 2021, Proceedings

AvGeorge Bebis,Terry Gaasterland

Häftad, Engelska, 2021

Del 13060 i serien Lecture Notes in Computer Science

595 kr

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Beskrivning

This book constitutes the refereed proceedings of the Third International Symposium on Mathematical and Computational Oncology, ISMCO 2021, held in October 2021. The papers are organized in topical sections named: statistical and machine learning methods for cancer research;

Produktinformation

Utgivningsdatum:2021-12-12
Mått:155 x 235 x 7 mm
Vikt:172 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:79
Förlag:Springer Nature Switzerland AG
ISBN:9783030912406

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Innehållsförteckning

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.