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@article{DBLP:journals/biodatamining/AbassiM22,
author = {Rahibu A. Abassi and
Amina S. Msengwa},
title = {Classification of breast cancer recurrence based on imputed data:
a simulation study},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00316-8},
doi = {10.1186/S13040-022-00316-8},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/AbassiM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/AbdelwahedEM22,
author = {Noura Mohammed Abdelwahed and
Ghada Samy El{-}Tawel and
Mohamed A. Makhlouf},
title = {Effective hybrid feature selection using different bootstrap enhances
cancers classification performance},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00304-y},
doi = {10.1186/S13040-022-00304-Y},
timestamp = {Fri, 12 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/AbdelwahedEM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/AlSaadMB22,
author = {Rawan AlSaad and
Qutaibah M. Malluhi and
Sabri Boughorbel},
title = {PredictPTB: an interpretable preterm birth prediction model using
attention-based recurrent neural networks},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00289-8},
doi = {10.1186/S13040-022-00289-8},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/AlSaadMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/AnuntakarunLLWR22,
author = {Songtham Anuntakarun and
Supatcha Lertampaiporn and
Teeraphan Laomettachit and
Warin Wattanapornprom and
Marasri Ruengjitchatchawalya},
title = {mSRFR: a machine learning model using microalgal signature features
for ncRNA classification},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00291-0},
doi = {10.1186/S13040-022-00291-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/AnuntakarunLLWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/BrownSJW22,
author = {Donald E. Brown and
Suchetha Sharma and
James A. Jablonski and
Arthur Weltman},
title = {Neural network methods for diagnosing patient conditions from cardiopulmonary
exercise testing data},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00299-6},
doi = {10.1186/S13040-022-00299-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/BrownSJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/BundyJWGSE22,
author = {Joseph L. Bundy and
Richard S. Judson and
Antony J. Williams and
Christopher M. Grulke and
Imran Shah and
Logan J. Everett},
title = {Predicting molecular initiating events using chemical target annotations
and gene expression},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00292-z},
doi = {10.1186/S13040-022-00292-Z},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/BundyJWGSE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/ChiccoARJ22,
author = {Davide Chicco and
Abbas Alameer and
Sara Rahmati and
Giuseppe Jurman},
title = {Towards a potential pan-cancer prognostic signature for gene expression
based on probesets and ensemble machine learning},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00312-y},
doi = {10.1186/S13040-022-00312-Y},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/ChiccoARJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/Chushig-MuzoSMM22,
author = {David Chushig{-}Muzo and
Cristina Soguero{-}Ru{\'{\i}}z and
Pablo de Miguel{-}Bohoyo and
Inmaculada Mora{-}Jim{\'{e}}nez},
title = {Learning and visualizing chronic latent representations using electronic
health records},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00303-z},
doi = {10.1186/S13040-022-00303-Z},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/Chushig-MuzoSMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/DevkotaMM22,
author = {Pratik Devkota and
Somya D. Mohanty and
Prashanti Manda},
title = {A Gated Recurrent Unit based architecture for recognizing ontology
concepts from biological literature},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00310-0},
doi = {10.1186/S13040-022-00310-0},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/DevkotaMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/DoraDSGL22,
author = {David Dora and
Timea Dora and
Gabor Szegvari and
Csongor Gerd{\'{a}}n and
Zoltan Lohinai},
title = {EZCancerTarget: an open-access drug repurposing and data-collection
tool to enhance target validation and optimize international research
efforts against highly progressive cancers},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00307-9},
doi = {10.1186/S13040-022-00307-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/DoraDSGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/EidLPBSGB22,
author = {Rayan Eid and
Claudine Land{\`{e}}s and
Alix Pernet and
Emmanuel Beno{\^{\i}}t and
Pierre Santagostini and
Angelina El Ghaziri and
Julie Bourbeillon},
title = {{DIVIS:} a semantic DIstance to improve the VISualisation of heterogeneous
phenotypic datasets},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00293-y},
doi = {10.1186/S13040-022-00293-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/EidLPBSGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/FredaKM22,
author = {Philip J. Freda and
Henry R. Kranzler and
Jason H. Moore},
title = {Novel digital approaches to the assessment of problematic opioid use},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00301-1},
doi = {10.1186/S13040-022-00301-1},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/FredaKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/GundogduLADN22,
author = {Pelin Gundogdu and
Carlos Loucera and
Inmaculada Alamo{-}Alvarez and
Joaqu{\'{\i}}n Dopazo and
Isabel Nepomuceno},
title = {Integrating pathway knowledge with deep neural networks to reduce
the dimensionality in single-cell RNA-seq data},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-021-00285-4},
doi = {10.1186/S13040-021-00285-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/GundogduLADN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/JoiretJGS22,
author = {Marc Joiret and
Jestinah M. Mahachie John and
Elena S. Gusareva and
Kristel Van Steen},
title = {Correction: Confounding of linkage disequilibrium patterns in large
scale {DNA} based gene-gene interaction studies},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00296-9},
doi = {10.1186/S13040-022-00296-9},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/JoiretJGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/LiYWLYLW22,
author = {Shaochuan Li and
Yuning Yang and
Xin Wang and
Jun Li and
Jun Yu and
Xiangtao Li and
Ka{-}Chun Wong},
title = {Colorectal cancer subtype identification from differential gene expression
levels using minimalist deep learning},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00295-w},
doi = {10.1186/S13040-022-00295-W},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/LiYWLYLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/LuleciY22,
author = {Hatice B{\"{u}}sra L{\"{u}}leci and
Alper Yilmaz},
title = {Robust and rigorous identification of tissue-specific genes by statistically
extending tau score},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00315-9},
doi = {10.1186/S13040-022-00315-9},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/LuleciY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/NaddaBB22,
author = {Wanchaloem Nadda and
Waraporn Boonchieng and
Ekkarat Boonchieng},
title = {Influenza, dengue and common cold detection using {LSTM} with fully
connected neural network and keywords selection},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00288-9},
doi = {10.1186/S13040-022-00288-9},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/NaddaBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/NascimbenRCV22,
author = {Mauro Nascimben and
Lia Rimondini and
Davide Cor{\`{a}} and
Manolo Venturin},
title = {Polygenic risk modeling of tumor stage and survival in bladder cancer},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00306-w},
doi = {10.1186/S13040-022-00306-W},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/NascimbenRCV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/NezhadZF22,
author = {Sana Nazari Nezhad and
Mohammad H. Zahedi and
Elham Farahani},
title = {Detecting diseases in medical prescriptions using data mining methods},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00314-w},
doi = {10.1186/S13040-022-00314-W},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/NezhadZF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/NicholsonHG22,
author = {David N. Nicholson and
Daniel S. Himmelstein and
Casey S. Greene},
title = {Expanding a database-derived biomedical knowledge graph via multi-relation
extraction from biomedical abstracts},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00311-z},
doi = {10.1186/S13040-022-00311-Z},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/NicholsonHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/RomeroDMJSMM22,
author = {Roland Albert A. Romero and
Mariefel Nicole Y. Deypalan and
Suchit Mehrotra and
John Titus Jungao and
Natalie E. Sheils and
Elisabetta Manduchi and
Jason H. Moore},
title = {Benchmarking AutoML frameworks for disease prediction using medical
claims},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00300-2},
doi = {10.1186/S13040-022-00300-2},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/RomeroDMJSMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/SafiVAMFB22,
author = {Zeineb Safi and
Neethu Venugopal and
Haytham Ali and
Michel Makhlouf and
Faisal Farooq and
Sabri Boughorbel},
title = {Analysis of risk factors progression of preterm delivery using electronic
health records},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00298-7},
doi = {10.1186/S13040-022-00298-7},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/SafiVAMFB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/SarojYSC22,
author = {Rakesh Kumar Saroj and
Pawan Kumar Yadav and
Rajneesh Singh and
Obvious N. Chilyabanyama},
title = {Machine Learning Algorithms for understanding the determinants of
under-five Mortality},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00308-8},
doi = {10.1186/S13040-022-00308-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/SarojYSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/SimonsSGSSSBW22,
author = {Colinda C. J. M. Simons and
Leo J. Schouten and
Roger W. L. Godschalk and
Frederik{-}Jan van Schooten and
Monika Stoll and
Kristel Van Steen and
Piet A. van den Brandt and
Matty P. Weijenberg},
title = {Polymorphisms in the mTOR-PI3K-Akt pathway, energy balance-related
exposures and colorectal cancer risk in the Netherlands Cohort Study},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-021-00286-3},
doi = {10.1186/S13040-021-00286-3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/SimonsSGSSSBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/VadnaisMO22,
author = {David Vadnais and
Michael Middleton and
Oluwatosin Oluwadare},
title = {ParticleChromo3D: a Particle Swarm Optimization algorithm for chromosome
3D structure prediction from Hi-C data},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00305-x},
doi = {10.1186/S13040-022-00305-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/VadnaisMO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/WellingerA22,
author = {Ralf E. Wellinger and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {A new challenge for data analytics: transposons},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00294-x},
doi = {10.1186/S13040-022-00294-X},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/WellingerA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/WoodwardTGMAMU22,
author = {Alexa A. Woodward and
Deanne M. Taylor and
Elizabeth Goldmuntz and
Laura E. Mitchell and
A. J. Agopian and
Jason H. Moore and
Ryan J. Urbanowicz},
title = {Gene-Interaction-Sensitive enrichment analysis in congenital heart
disease},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00287-w},
doi = {10.1186/S13040-022-00287-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/WoodwardTGMAMU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/YangBCS22,
author = {Bin Yang and
Wenzheng Bao and
Baitong Chen and
Dan Song},
title = {Single{\_}cell{\_}GRN: gene regulatory network identification based
on supervised learning method and Single-cell RNA-seq data},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00297-8},
doi = {10.1186/S13040-022-00297-8},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/YangBCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/YinX22,
author = {Zong{-}Xian Yin and
Hong{-}Ming Xu},
title = {An unsupervised image segmentation algorithm for coronary angiography},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00313-x},
doi = {10.1186/S13040-022-00313-X},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/YinX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/ZengCY22,
author = {Ying Zeng and
Yuan Chen and
Zheming Yuan},
title = {iSuc-ChiDT: a computational method for identifying succinylation sites
using statistical difference table encoding and the chi-square decision
table classifier},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00290-1},
doi = {10.1186/S13040-022-00290-1},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/biodatamining/ZengCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/ZengTLHG22,
author = {Zhixuan Zeng and
Xianming Tang and
Yang Liu and
Zhengkun He and
Xun Gong},
title = {Interpretable recurrent neural network models for dynamic prediction
of the extubation failure risk in patients with invasive mechanical
ventilation in the intensive care unit},
journal = {BioData Min.},
volume = {15},
number = {1},
year = {2022},
url = {https://doi.org/10.1186/s13040-022-00309-7},
doi = {10.1186/S13040-022-00309-7},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/ZengTLHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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