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Editorial of Special Issue “Deep Learning and Machine Learning in Bioinformatics”

International journal of molecular sciences, 2022-06, Vol.23 (12), p.6610

2022

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PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data

BMC bioinformatics, 2018-12, Vol.19 (1), p.510-510, Article 510

2018

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Hi-LASSO: High-performance python and apache spark packages for feature selection with high-dimensional data

PloS one, 2022-12, Vol.17 (12), p.e0278570-e0278570

2022

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Hi-LASSO: High-performance python and apache spark packages for feature selection with high-dimensional data

PloS one, 2022-12, Vol.17 (12), p.e0278570

2022

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Interpretable deep neural network for cancer survival analysis by integrating genomic and clinical data

BMC medical genomics, 2019-12, Vol.12 (Suppl 10), p.189-189, Article 189

2019

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Molecular insights into regulatory RNAs in the cellular machinery

Experimental & molecular medicine, 2024-06, Vol.56 (6), p.1235-1249

2024

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Harnessing deep learning into hidden mutations of neurological disorders for therapeutic challenges

Archives of Pharmacal Research, 2023, 46(6), , pp.535-549

2023

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Trends of emergency department visits for cannabinoid hyperemesis syndrome in Nevada: An interrupted time series analysis

PloS one, 2024-05, Vol.19 (5), p.e0303205-e0303205

2024

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Text Mining and Sentiment Analysis for Predicting Box Office Success

KSII Transactions on Internet and Information Systems, 2018, 12(8), , pp.4090-4102

2018

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Multi-layered self-attention mechanism for weakly supervised semantic segmentation

Computer vision and image understanding, 2024-02, Vol.239, p.103886, Article 103886

2024

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Potent of strategic approaches for tauopathies ranging from single-cell transcriptome to microbiome

Animal Cells and Systems, 2023, 27(1), , pp.378-393

2023

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A roadmap for multi-omics data integration using deep learning

Briefings in bioinformatics, 2022-01, Vol.23 (1)

2022

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Rethinking the Weakness of Stream Ciphers and Its Application to Encrypted Malware Detection

IEEE access, 2020, Vol.8, p.191602-191616

2020

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Text Mining and Sentiment Analysis for Predicting Box Office Success

KSII transactions on Internet and information systems, 2018-08, Vol.12 (8), p.4090-4102

2018

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Integration of Multi-omics Data for Expression Quantitative Trait Loci (eQTL) Analysis and eQTL Epistasis

Methods in molecular biology (Clifton, N.J.), 2020, Vol.2082, p.157

2020

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PGNets: planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary discs

Monthly notices of the Royal Astronomical Society, 2022-03, Vol.510 (3), p.4473-4484

2022

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Stable solution to l 2,1 -based robust inductive matrix completion and its application in linking long noncoding RNAs to human diseases

BMC medical genomics, 2017-12, Vol.10 (Suppl 5), p.77-77, Article 77

2017

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Multi-Block Bipartite Graph for Integrative Genomic Analysis

IEEE/ACM transactions on computational biology and bioinformatics, 2017-11, Vol.14 (6), p.1350-1358

2017

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Racial and Ethnic Disparity in 4Ms among Older Adults Among Telehealth Users as Primary Care

Gerontology and geriatric medicine, 2023-01, Vol.9, p.23337214231189053-23337214231189053

2023

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Deep-Hipo: Multi-scale receptive field deep learning for histopathological image analysis

Methods (San Diego, Calif.), 2020-07, Vol.179, p.3-13

2020

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Interpretable machine learning in bioinformatics

Methods (San Diego, Calif.), 2020-07, Vol.179, p.1-2

2020

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Epidemic Vulnerability Index for Effective Vaccine Distribution Against Pandemic

IEEE/ACM transactions on computational biology and bioinformatics, 2023-11, Vol.20 (6), p.3332-3342

2023

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PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma

Bioinformatics, 2021-07, Vol.37 (Supplement_1), p.i443-i450

2021

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TECHNOLOGY-ASSISTED CARE PLANNING IN PRIMARY CARE OF A PROVIDER SHORTAGE AREA

Innovation in aging, 2023-12, Vol.7 (Supplement_1), p.435-436

2023

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SPIN: sex-specific and pathway-based interpretable neural network for sexual dimorphism analysis

Briefings in bioinformatics, 2024-05, Vol.25 (4)

2024

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Editorial of Special Issue “Deep Learning and Machine Learning in Bioinformatics”

PASNet: pathway-associated sparse deep neural network for prognosis prediction from high-throughput data

Hi-LASSO: High-performance python and apache spark packages for feature selection with high-dimensional data

Hi-LASSO: High-performance python and apache spark packages for feature selection with high-dimensional data

Interpretable deep neural network for cancer survival analysis by integrating genomic and clinical data

Molecular insights into regulatory RNAs in the cellular machinery

Harnessing deep learning into hidden mutations of neurological disorders for therapeutic challenges

Trends of emergency department visits for cannabinoid hyperemesis syndrome in Nevada: An interrupted time series analysis

Text Mining and Sentiment Analysis for Predicting Box Office Success

Multi-layered self-attention mechanism for weakly supervised semantic segmentation

Potent of strategic approaches for tauopathies ranging from single-cell transcriptome to microbiome

A roadmap for multi-omics data integration using deep learning

Rethinking the Weakness of Stream Ciphers and Its Application to Encrypted Malware Detection

Text Mining and Sentiment Analysis for Predicting Box Office Success

Integration of Multi-omics Data for Expression Quantitative Trait Loci (eQTL) Analysis and eQTL Epistasis

PGNets: planet mass prediction using convolutional neural networks for radio continuum observations of protoplanetary discs

Stable solution to l 2,1 -based robust inductive matrix completion and its application in linking long noncoding RNAs to human diseases

Multi-Block Bipartite Graph for Integrative Genomic Analysis

Racial and Ethnic Disparity in 4Ms among Older Adults Among Telehealth Users as Primary Care

Deep-Hipo: Multi-scale receptive field deep learning for histopathological image analysis

Interpretable machine learning in bioinformatics

Epidemic Vulnerability Index for Effective Vaccine Distribution Against Pandemic

PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma

TECHNOLOGY-ASSISTED CARE PLANNING IN PRIMARY CARE OF A PROVIDER SHORTAGE AREA

SPIN: sex-specific and pathway-based interpretable neural network for sexual dimorphism analysis

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