Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science
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9783030630607, 9783030630614

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Learning Cancer Drug Sensitivities in Large-Scale Screens from Multi-omics Data with Local Low-Rank Structure

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_7 ◽

2020 ◽

pp. 67-79

Author(s):

The Tien Mai ◽

Leiv Rønneberg ◽

Zhi Zhao ◽

Manuela Zucknick ◽

Jukka Corander

Keyword(s):

Large Scale ◽

Low Rank ◽

Cancer Drug ◽

Omics Data

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Characterizing Bipolar Disorder-Associated Single Nucleotide Polymorphisms in a Large British Cohort Using Association Rules

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_20 ◽

2020 ◽

pp. 219-231

Author(s):

Alberto Pinheira ◽

Rodrigo Dias ◽

Camila Nascimento ◽

Inês Dutra

Keyword(s):

Bipolar Disorder ◽

Single Nucleotide Polymorphisms ◽

Association Rules ◽

Nucleotide Polymorphisms ◽

Single Nucleotide

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Random Sample Consensus for the Robust Identification of Outliers in Cancer Data

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_11 ◽

2020 ◽

pp. 108-118

Author(s):

André Veríssimo ◽

Marta B. Lopes ◽

Eunice Carrasquinha ◽

Susana Vinga

Keyword(s):

Random Sample ◽

Robust Identification ◽

Cancer Data ◽

Random Sample Consensus

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Effective Use of Evolutionary Computation to Parameterise an Epidemiological Model

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_3 ◽

2020 ◽

pp. 19-32

Author(s):

Ryan Mitchell ◽

David Cairns ◽

Dalila Hamami ◽

Kevin Pollock ◽

Carron Shankland

Keyword(s):

Evolutionary Computation ◽

Epidemiological Model ◽

Effective Use

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cyTRON and cyTRON/JS: Two Cytoscape-Based Applications for the Inference of Cancer Evolution Models

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_2 ◽

2020 ◽

pp. 13-18

Author(s):

Lucrezia Patruno ◽

Edoardo Galimberti ◽

Daniele Ramazzotti ◽

Giulio Caravagna ◽

Luca De Sano ◽

...

Keyword(s):

Cancer Evolution

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Deep Clustering for Metagenomics

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_29 ◽

2020 ◽

pp. 335-347

Author(s):

Isis Bonet ◽

Alejandro Pena ◽

Christian Lochmuller ◽

Alejandro Patino ◽

Mario Gongora

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On Secondary Structure Analysis by Using Formal Grammars and Artificial Neural Networks

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_18 ◽

2020 ◽

pp. 193-203

Author(s):

Polina Lunina ◽

Semyon Grigorev

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Secondary Structure ◽

Structure Analysis ◽

Formal Grammars ◽

Secondary Structure Analysis ◽

Artificial Neural

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Modification of Valiant’s Parsing Algorithm for the String-Searching Problem

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_17 ◽

2020 ◽

pp. 180-192

Author(s):

Yuliya Susanina ◽

Anna Yaveyn ◽

Semyon Grigorev

Keyword(s):

String Searching ◽

Parsing Algorithm

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A Smartphone-Based Clinical Decision Support System for Tremor Assessment

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_1 ◽

2020 ◽

pp. 3-12

Author(s):

Guillaume Zamora ◽

Caro Fuchs ◽

Aurélie Degeneffe ◽

Pieter Kubben ◽

Uzay Kaymak

Keyword(s):

Decision Support ◽

Decision Support System ◽

Clinical Decision Support ◽

Support System ◽

Clinical Decision Support System ◽

Clinical Decision

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GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer’s Disease Diagnosis

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-63061-4_5 ◽

2020 ◽

pp. 44-54

Author(s):

Changhee Han ◽

Leonardo Rundo ◽

Kohei Murao ◽

Zoltán Ádám Milacski ◽

Kazuki Umemoto ◽

...

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Brain Mri ◽

Disease Diagnosis ◽

Alzheimer’S Disease Diagnosis ◽

Adjacent Brain

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Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Learning Cancer Drug Sensitivities in Large-Scale Screens from Multi-omics Data with Local Low-Rank Structure

Characterizing Bipolar Disorder-Associated Single Nucleotide Polymorphisms in a Large British Cohort Using Association Rules

Random Sample Consensus for the Robust Identification of Outliers in Cancer Data

Effective Use of Evolutionary Computation to Parameterise an Epidemiological Model

cyTRON and cyTRON/JS: Two Cytoscape-Based Applications for the Inference of Cancer Evolution Models

Deep Clustering for Metagenomics

On Secondary Structure Analysis by Using Formal Grammars and Artificial Neural Networks

Modification of Valiant’s Parsing Algorithm for the String-Searching Problem

A Smartphone-Based Clinical Decision Support System for Tremor Assessment

GAN-Based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer’s Disease Diagnosis

Computational Intelligence Methods for Bioinformatics and Biostatistics - Lecture Notes in Computer Science
Latest Publications