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E-book
Author ISMCO (Symposium) (2nd : 2020 : Online)

Title Mathematical and computational oncology : second International Symposium, ISMCO 2020, San Diego, CA, USA, October 8-10, 2020, Proceedings / George Bebis, Max Alekseyev, Heyrim Cho, Jana Gevertz, Maria Rodriguez Martinez
Published Cham, Switzerland : Springer, [2020]

Copies

Description 1 online resource (xxii, 119 pages) : illustrations (some color)
Series Lecture notes in bioinformatics, Subseries of Lecture notes in computer science ; 12508
LNCS sublibrary: SL8 - Bioinformatics
Lecture notes in computer science ; 12508.
Lecture notes in computer science. Lecture notes in bioinformatics.
LNCS sublibrary. SL 8, Bioinformatics.
Contents Invited -- Plasticity in cancer cell populations: biology, mathematics and philosophy of cancer -- Statistical and Machine Learning Methods for Cancer Research -- CHIMERA: Combining Mechanistic Models and Machine Learning for Personalized Chemotherapy and Surgery Sequencing in Breast Cancer -- Fine-Tuning Deep Learning Architectures for Early Detection of Oral Cancer -- Discriminative Localized Sparse Representations for Breast Cancer Screening -- Activation vs. Organization: Prognostic Implications of T and B cell Features of the PDAC Microenvironment -- On the use of neural networks with censored time-to-event data -- Mathematical Modeling for Cancer Research -- tugHall: a tool to reproduce Darwinian evolution of cancer cells for simulation-based personalized medicine -- General Cancer Computational Biology -- The potential of single cell RNA-sequencing data for the prediction of gastric cancer serum biomarkers -- Poster -- Theoretical Foundation of the Performance of Phylogeny-Based Somatic Variant Detection -- Detecting subclones from spatially resolved RNA-seq data -- Novel driver synonymous mutations in the coding regions of GCB lymphoma patients improve the transcription levels of BCL2
Summary This book constitutes the refereed proceedings of the Second International Symposium on Mathematical and Computational Oncology, ISMCO 2020, which was supposed to be held in San Diego, CA, USA, in October 2020, but was instead held virtually due to the COVID-19 pandemic. The 6 full papers and 4 short papers presented together with 1 invited talk were carefully reviewed and selected from 28 submissions. The papers are organized in topical sections named: statistical and machine learning methods for cancer research; mathematical modeling for cancer research; general cancer computational biology; and posters
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed February 12, 2021)
Subject Oncology -- Mathematical models -- Congresses
Oncology -- Data processing -- Congresses
Artificial intelligence
Bioinformatics
Optical data processing
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Bebis, George, editor.
Alekseyev, Max, editor
Cho, Heyrim, editor
Gevertz, Jana L., 1982- editor.
Rodriguez Martinez, Maria, editor
ISBN 9783030645113
3030645118
Other Titles ISMCO 2020