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10th ICCABS 2020: Virtual Event
- Sumit Kumar Jha
, Ion I. Mandoiu
, Sanguthevar Rajasekaran
, Pavel Skums
, Alex Zelikovsky
:
Computational Advances in Bio and Medical Sciences - 10th International Conference, ICCABS 2020, Virtual Event, December 10-12, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12686, Springer 2021, ISBN 978-3-030-79289-3
Computational Advances in Bio and Medical Sciences
- Jacob Porter
:
DNA Read Feature Importance Using Machine Learning for Read Alignment Categories. 3-14 - Francesco Andreace, Cinzia Pizzi, Matteo Comin:
MetaProb 2: Improving Unsupervised Metagenomic Binning with Efficient Reads Assembly Using Minimizers. 15-25 - Chitaranjan Mahapatra:
Computational Study of Action Potential Generation in Urethral Smooth Muscle Cell. 26-32 - Abdur Rahman Mohd Abul Basher
, Ryan J. McLaughlin
, Steven J. Hallam
:
Metabolic Pathway Prediction using Non-negative Matrix Factorization with Improved Precision. 33-44 - Subrata Saha
, Ahmed Soliman
, Sanguthevar Rajasekaran
:
A Novel Pathway Network Analytics Method Based on Graph Theory. 45-55 - Joana Godinho, Alexandra M. Carvalho
, Susana Vinga:
Latent Variable Modelling and Variational Inference for scRNA-seq Differential Expression Analysis. 56-68
Computational Advances for Single-Cell Omics Data Analysis
- Marmar Moussa
, Ion I. Mandoiu
:
Computational Cell Cycle Analysis of Single Cell RNA-Seq Data. 71-87 - James J. Cai
, Daniel Osório
:
Single-Cell Gene Regulatory Network Analysis Reveals Potential Mechanisms of Action of Antimalarials Against SARS-CoV-2. 88-94
Computational Advances for Next Generation Sequencing
- Qiaoji Xu
, Lingling Jin
, Chunfang Zheng
, James H. Leebens-Mack
, David Sankoff
:
RACCROCHE: Ancestral Flowering Plant Chromosomes and Gene Orders Based on Generalized Adjacencies and Chromosomal Gene Co-occurrences. 97-115 - Gustavo A. Arango-Argoty, Lenwood S. Heath, Amy Pruden, Peter J. Vikesland, Liqing Zhang:
A Fast Word Embedding Based Classifier to Profile Target Gene Databases in Metagenomic Samples. 116-126 - Andrew Melnyk
, Fatemeh Mohebbi
, Sergey Knyazev
, Bikram Sahoo
, Roya Hosseini
, Pavel Skums
, Alex Zelikovsky
, Murray Patterson
:
Clustering Based Identification of SARS-CoV-2 Subtypes. 127-141
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