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1
Prediction of Skin Disease Using Ensemble Data Mining Techniques and Feature Selection Method—a Comparative Study
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Prediction of Skin Disease Using Ensemble Data Mining Techniques and Feature Selection Method—a Comparative Study

Applied biochemistry and biotechnology, 2020-02, Vol.190 (2), p.341-359 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2019 ;Applied Biochemistry and Biotechnology is a copyright of Springer, (2019). All Rights Reserved. ;ISSN: 0273-2289 ;EISSN: 1559-0291 ;DOI: 10.1007/s12010-019-03093-z ;PMID: 31350666

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2
Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane Reviews
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Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane Reviews

Journal of clinical epidemiology, 2021-05, Vol.133, p.140-151 [Peer Reviewed Journal]

2020 The Authors ;Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved. ;2020. The Authors ;2020 The Authors 2020 ;ISSN: 0895-4356 ;EISSN: 1878-5921 ;DOI: 10.1016/j.jclinepi.2020.11.003 ;PMID: 33171275

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3
Comparing the performance of meta-classifiers—a case study on selected imbalanced data sets relevant for prediction of liver toxicity
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Comparing the performance of meta-classifiers—a case study on selected imbalanced data sets relevant for prediction of liver toxicity

Journal of computer-aided molecular design, 2018-05, Vol.32 (5), p.583-590 [Peer Reviewed Journal]

The Author(s) 2018 ;Journal of Computer-Aided Molecular Design is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 0920-654X ;EISSN: 1573-4951 ;DOI: 10.1007/s10822-018-0116-z ;PMID: 29626291

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4
ilastik: interactive machine learning for (bio)image analysis
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ilastik: interactive machine learning for (bio)image analysis

Nature methods, 2019-12, Vol.16 (12), p.1226-1232 [Peer Reviewed Journal]

COPYRIGHT 2019 Nature Publishing Group ;Copyright Nature Publishing Group Dec 2019 ;ISSN: 1548-7091 ;EISSN: 1548-7105 ;DOI: 10.1038/s41592-019-0582-9 ;PMID: 31570887

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5
HyCLASSS: A Hybrid Classifier for Automatic Sleep Stage Scoring
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HyCLASSS: A Hybrid Classifier for Automatic Sleep Stage Scoring

IEEE journal of biomedical and health informatics, 2018-03, Vol.22 (2), p.375-385 [Peer Reviewed Journal]

ISSN: 2168-2194 ;EISSN: 2168-2208 ;DOI: 10.1109/JBHI.2017.2668993 ;PMID: 28222004 ;CODEN: IJBHA9

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6
Transfer learning based novel ensemble classifier for COVID-19 detection from chest CT-scans
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Transfer learning based novel ensemble classifier for COVID-19 detection from chest CT-scans

Computers in biology and medicine, 2022-02, Vol.141, p.105127-105127, Article 105127 [Peer Reviewed Journal]

2021 Elsevier Ltd ;Copyright © 2021 Elsevier Ltd. All rights reserved. ;2021. Elsevier Ltd ;2021 Elsevier Ltd. All rights reserved. 2021 Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.105127 ;PMID: 34915332

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7
Prediction of oral hepatotoxic dose of natural products derived from traditional Chinese medicines based on SVM classifier and PBPK modeling
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Prediction of oral hepatotoxic dose of natural products derived from traditional Chinese medicines based on SVM classifier and PBPK modeling

Archives of toxicology, 2021-05, Vol.95 (5), p.1683-1701 [Peer Reviewed Journal]

The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 ;The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021. ;ISSN: 0340-5761 ;EISSN: 1432-0738 ;DOI: 10.1007/s00204-021-03023-1 ;PMID: 33713150

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8
iRNA-2methyl: Identify RNA 2';-O-methylation Sites by Incorporating Sequence-Coupled Effects into General PseKNC and Ensemble Classifier
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iRNA-2methyl: Identify RNA 2';-O-methylation Sites by Incorporating Sequence-Coupled Effects into General PseKNC and Ensemble Classifier

Medicinal chemistry (Shp-sariqah, United Arab Emirates), 2017-12, Vol.13 (8), p.734-743 [Peer Reviewed Journal]

Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.org. ;Copyright Bentham Science Dec 2017 ;ISSN: 1573-4064 ;EISSN: 1875-6638 ;DOI: 10.2174/1573406413666170623082245 ;PMID: 28641529

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9
A hybrid decision support system for automatic detection of Schizophrenia using EEG signals
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A hybrid decision support system for automatic detection of Schizophrenia using EEG signals

Computers in biology and medicine, 2022-02, Vol.141, p.105028-105028, Article 105028 [Peer Reviewed Journal]

2021 Elsevier Ltd ;Copyright © 2021 Elsevier Ltd. All rights reserved. ;2021. Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.105028 ;PMID: 34836626

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10
Combining wavelength importance ranking to the random forest classifier to analyze multiclass spectral data
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Combining wavelength importance ranking to the random forest classifier to analyze multiclass spectral data

Forensic science international, 2021-11, Vol.328, p.110998-110998, Article 110998 [Peer Reviewed Journal]

2021 Elsevier B.V. ;Copyright © 2021 Elsevier B.V. All rights reserved. ;2021. Elsevier B.V. ;ISSN: 0379-0738 ;EISSN: 1872-6283 ;DOI: 10.1016/j.forsciint.2021.110998 ;PMID: 34551367

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11
Deep learning models for electrocardiograms are susceptible to adversarial attack
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Deep learning models for electrocardiograms are susceptible to adversarial attack

Nature medicine, 2020-03, Vol.26 (3), p.360-363 [Peer Reviewed Journal]

COPYRIGHT 2020 Nature Publishing Group ;COPYRIGHT 2020 Nature Publishing Group ;2020© The Author(s), under exclusive licence to Springer Nature America, Inc. 2020 ;ISSN: 1078-8956 ;EISSN: 1546-170X ;DOI: 10.1038/s41591-020-0791-x ;PMID: 32152582

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12
Detection for melanoma skin cancer through ACCF, BPPF, and CLF techniques with machine learning approach
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Detection for melanoma skin cancer through ACCF, BPPF, and CLF techniques with machine learning approach

BMC bioinformatics, 2023-12, Vol.24 (1), p.458-458, Article 458 [Peer Reviewed Journal]

2023. The Author(s). ;COPYRIGHT 2023 BioMed Central Ltd. ;2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-023-05584-7 ;PMID: 38053030

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13
Statistical classifiers for diagnosing disease from immune repertoires: a case study using multiple sclerosis
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Statistical classifiers for diagnosing disease from immune repertoires: a case study using multiple sclerosis

BMC bioinformatics, 2017-09, Vol.18 (1), p.401-401, Article 401 [Peer Reviewed Journal]

COPYRIGHT 2017 BioMed Central Ltd. ;Copyright BioMed Central 2017 ;The Author(s). 2017 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-017-1814-6 ;PMID: 28882107

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14
Prediction of disease-related miRNAs by voting with multiple classifiers
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Prediction of disease-related miRNAs by voting with multiple classifiers

BMC bioinformatics, 2023-04, Vol.24 (1), p.177-177, Article 177 [Peer Reviewed Journal]

2023. The Author(s). ;COPYRIGHT 2023 BioMed Central Ltd. ;2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2023 ;ISSN: 1471-2105 ;EISSN: 1471-2105 ;DOI: 10.1186/s12859-023-05308-x ;PMID: 37122001

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15
An embedded feature selection method based on generalized classifier neural network for cancer classification
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An embedded feature selection method based on generalized classifier neural network for cancer classification

Computers in biology and medicine, 2024-01, Vol.168, p.107677-107677, Article 107677 [Peer Reviewed Journal]

Copyright © 2023 Elsevier Ltd. All rights reserved. ;2023. Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2023.107677 ;PMID: 37988786

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16
COVID-19 cough classification using machine learning and global smartphone recordings
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COVID-19 cough classification using machine learning and global smartphone recordings

Computers in biology and medicine, 2021-08, Vol.135, p.104572-104572, Article 104572 [Peer Reviewed Journal]

2021 Elsevier Ltd ;Copyright © 2021 Elsevier Ltd. All rights reserved. ;2021. Elsevier Ltd ;2021 Elsevier Ltd. All rights reserved. 2021 Elsevier Ltd ;ISSN: 0010-4825 ;EISSN: 1879-0534 ;DOI: 10.1016/j.compbiomed.2021.104572 ;PMID: 34182331

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17
A genomic classifier predicting metastatic disease progression in men with biochemical recurrence after prostatectomy
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A genomic classifier predicting metastatic disease progression in men with biochemical recurrence after prostatectomy

Prostate cancer and prostatic diseases, 2014-03, Vol.17 (1), p.64-69 [Peer Reviewed Journal]

COPYRIGHT 2014 Nature Publishing Group ;COPYRIGHT 2014 Nature Publishing Group ;Copyright Nature Publishing Group Mar 2014 ;Macmillan Publishers Limited 2014. ;2014 Macmillan Publishers Limited All rights reserved 2014 ;ISSN: 1365-7852 ;EISSN: 1476-5608 ;DOI: 10.1038/pcan.2013.49 ;PMID: 24145624

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18
A comparison of machine learning classifiers for smartphone-based gait analysis
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A comparison of machine learning classifiers for smartphone-based gait analysis

Medical & biological engineering & computing, 2021-03, Vol.59 (3), p.535-546 [Peer Reviewed Journal]

The Author(s) 2021 ;The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 0140-0118 ;EISSN: 1741-0444 ;DOI: 10.1007/s11517-020-02295-6 ;PMID: 33548017

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19
Classification of Focal and Non Focal Epileptic Seizures Using Multi-Features and SVM Classifier
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Classification of Focal and Non Focal Epileptic Seizures Using Multi-Features and SVM Classifier

Journal of medical systems, 2017-10, Vol.41 (10), p.160-160, Article 160 [Peer Reviewed Journal]

Springer Science+Business Media, LLC 2017 ;Journal of Medical Systems is a copyright of Springer, 2017. ;ISSN: 0148-5598 ;EISSN: 1573-689X ;DOI: 10.1007/s10916-017-0800-x ;PMID: 28866731

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20
Ultra-high-throughput clinical proteomics reveals classifiers of COVID-19 infection
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Ultra-high-throughput clinical proteomics reveals classifiers of COVID-19 infection

Cell Systems, 2020-07, Vol.11 (1), p.11 [Peer Reviewed Journal]

2020. Not withstanding the ProQuest Terms and Conditions, you may use this content in accordance with the associated terms available at https://www.elsevier.com/legal/elsevier-website-terms-and-conditions ;ISSN: 2405-4720 ;ISSN: 2405-4712 ;EISSN: 2405-4720 ;DOI: 10.1016/j.cels.2020.05.012

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