Biocomputing 2020
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9789811215629, 9789811215636
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Improving survival prediction using a novel feature selection and feature reduction framework based on the integration of clinical and molecular data

2019 ◽  
Author(s):  
Lisa Neums ◽  
Richard Meier ◽  
Devin C. Koestler ◽  
Jeffrey A. Thompson
Keyword(s):  
Feature Selection ◽  
Molecular Data ◽  
Feature Reduction ◽  
Survival Prediction

Genome Gerrymandering: optimal division of the genome into regions with cancer type specific differences in mutation rates

2019 ◽  
Author(s):  
Adamo Young ◽  
Jacob Chmura ◽  
Yoonsik Park ◽  
Quaid Morris ◽  
Gurnit Atwal
Keyword(s):  
Mutation Rates ◽  
Cancer Type

Session Introduction: Mutational Signatures: Etiology, Properties, and Role in Cancer

2019 ◽  
Author(s):  
Mark D.M. Leiserson ◽  
Teresa M. Przytycka ◽  
Roded Sharan
Keyword(s):  
Mutational Signatures

De novo ensemble modeling suggests that AP2-binding to disordered regions can increase steric volume of Epsin but not Eps15

2019 ◽  
Author(s):  
N. Suhas Jagannathan ◽  
Christopher W. V. Hogue ◽  
Lisa Tucker-Kellogg
Keyword(s):  
De Novo ◽  
Ensemble Modeling ◽  
Disordered Regions

Disordered Function Conjunction: On the in-silico function annotation of intrinsically disordered regions

2019 ◽  
Author(s):  
Sina Ghadermarzi ◽  
Akila Katuwawala ◽  
Christopher J. Oldfield ◽  
Amita Barik ◽  
Lukasz Kurgan
Keyword(s):  
In Silico ◽  
Function Annotation ◽  
Intrinsically Disordered ◽  
Intrinsically Disordered Regions ◽  
Disordered Regions

Monitoring ICU Mortality Risk with A Long Short-Term Memory Recurrent Neural Network

2019 ◽  
Author(s):  
Ke Yu ◽  
Mingda Zhang ◽  
Tianyi Cui ◽  
Milos Hauskrecht
Keyword(s):  
Neural Network ◽  
Recurrent Neural Network ◽  
Mortality Risk ◽  
Short Term Memory ◽  
Icu Mortality ◽  
Short Term ◽  
Term Memory ◽  
Long Short Term Memory

AI Ethics and Values in Biomedicine – Technical Challenges and Solutions

2019 ◽  
Author(s):  
Dragutin Petkovic ◽  
Lester Kobzik ◽  
Reza Ghanadan
Keyword(s):  
Ai Ethics ◽  
Technical Challenges

Integrated Cancer Subtyping using Heterogeneous Genome-Scale Molecular Datasets

2019 ◽  
Author(s):  
Suzan Arslanturk ◽  
Sorin Draghici ◽  
Tin Nguyen
Keyword(s):  
Genome Scale

Hadoop and PySpark for reproducibility and scalability of genomic sequencing studies

2019 ◽  
Author(s):  
NICHOLAS R. WHEELER ◽  
PENELOPE BENCHEK ◽  
BRIAN W. KUNKLE ◽  
KARA L HAMILTON-NELSON ◽  
MIKE WARFE ◽  
...  
Keyword(s):  
Genomic Sequencing ◽  
Sequencing Studies
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