Search Results - Data mining

1

Academic Journal

GPDminer: a tool for extracting named entities and analyzing relations in biological literature.

Authors: Park, Yeon-Ji¹ (AUTHOR), Yang, Geun-Je¹ (AUTHOR), Sohn, Chae-Bong¹ (AUTHOR) cbsohn@kw.ac.kr, Park, Soo Jun² (AUTHOR) psj@etri.re.kr

Superior Title: BMC Bioinformatics. 3/6/2024, Vol. 25 Issue 1, p1-18. 18p.

Subject Terms: *KNOWLEDGE acquisition (Expert systems), *DATA mining, *TEXT mining, *DATABASES, *INFORMATION retrieval, *RESEARCH personnel

HTML Full Text PDF Full Text

2

Academic Journal

Predicting the 10-year incidence of dyslipidemia based on novel anthropometric indices, using data mining.

Authors: Takhttavous, Alireza^1,2 (AUTHOR), Saberi-Karimian, Maryam^3,4 (AUTHOR), Hafezi, Somayeh Ghiasi³ (AUTHOR), Esmaily, Habibollah^5,6 (AUTHOR), Hosseini, Marzieh⁷ (AUTHOR), Ferns, Gordon A.⁸ (AUTHOR), Amirfakhrian, Elham³ (AUTHOR), Ghamsary, Mark⁹ (AUTHOR) mghamsary@gmail.com, Ghayour-Mobarhan, Majid^2,3 (AUTHOR) ghayourm@mums.ac.ir, Alinezhad-Namaghi, Maryam¹⁰ (AUTHOR) Alinezhadnm@mums.ac.ir

Superior Title: Lipids in Health & Disease. 1/31/2024, Vol. 23 Issue 1, p1-11. 11p.

Subject Terms: *DATA mining, *DYSLIPIDEMIA, *BODY surface area, *RECEIVER operating characteristic curves, *BODY mass index

HTML Full Text PDF Full Text

3

Academic Journal

Prognostic value of plasma microRNAs for non-small cell lung cancer based on data mining models.

Authors: Yan, Mengqing^1,2 (AUTHOR), Kang, Wenjun³ (AUTHOR), Liu, Xiaohua^1,2 (AUTHOR), Yang, Bin^1,2 (AUTHOR), Sun, Na⁴ (AUTHOR), Yang, Yongli⁴ (AUTHOR) ylyang377@zzu.edn.cn, Wang, Wei^1,2 (AUTHOR) ww375@zzu.edu.cn

Superior Title: BMC Cancer. 1/10/2024, Vol. 24 Issue 1, p1-10. 10p.

Subject Terms: *NON-small-cell lung carcinoma, *DATA mining, *PROGNOSIS, *GENE expression, *PROPORTIONAL hazards models

HTML Full Text PDF Full Text

4

Academic Journal

Association between biochemical and hematologic factors with COVID-19 using data mining methods.

Authors: Mansoori, Amin^1,2,3 (AUTHOR), Hosseini, Nafiseh^1,4 (AUTHOR), Ghazizadeh, Hamideh^1,5 (AUTHOR), Aghasizadeh, Malihe¹ (AUTHOR), Drroudi, Susan¹ (AUTHOR), Sahranavard, Toktam¹ (AUTHOR), Izadi, Hanie Salmani⁶ (AUTHOR), Amiriani, Amirhossein⁶ (AUTHOR), Farkhani, Ehsan Mosa¹ (AUTHOR), Ferns, Gordon A.⁷ (AUTHOR), Ghayour-Mobarhan, Majid¹ (AUTHOR), Moohebati, Mohsen⁸ (AUTHOR) mouhebatim@mums.ac.ir, Esmaily, Habibollah^3,9 (AUTHOR) esmailyh@mums.ac.ir

Superior Title: BMC Infectious Diseases. 12/21/2023, Vol. 23 Issue 1, p1-13. 13p.

Subject Terms: *MEDICAL personnel, *DATA mining, *COVID-19, *MEAN platelet volume, *BLOOD urea nitrogen

HTML Full Text PDF Full Text

5

Academic Journal

Analytical methods for identifying sequences of utilization in health data: a scoping review.

Authors: Flothow, Amelie¹ (AUTHOR) amelie.flothow@tum.de, Novelli, Anna¹ (AUTHOR), Sundmacher, Leonie¹ (AUTHOR)

Superior Title: BMC Medical Research Methodology. 9/27/2023, Vol. 23 Issue 1, p1-17. 17p.

Subject Terms: *MACHINE learning, *DATA mining, *MARKOV processes, *DATABASE searching, *RESEARCH personnel

HTML Full Text PDF Full Text

6

Academic Journal

Acquisition of temporal patterns from electronic health records: an application to multimorbid patients.

Authors: Ageno, Alicia^1,2 (AUTHOR) ageno@cs.upc.edu, Català, Neus^1,2 (AUTHOR), Pons, Marcel³ (AUTHOR)

Superior Title: BMC Medical Informatics & Decision Making. 9/19/2023, Vol. 23 Issue 1, p1-15. 15p.

Subject Terms: *ELECTRONIC health records, *DATA mining, *CLINICAL decision support systems, *DIGITAL health, *DRUG utilization

Geographic Terms: CATALONIA (Spain)

HTML Full Text PDF Full Text

7

Academic Journal

A pipeline for the retrieval and extraction of domain-specific information with application to COVID-19 immune signatures.

Authors: Newton, Adam J. H.^1,2,3,4 (AUTHOR), Chartash, David^2,3,5 (AUTHOR), Kleinstein, Steven H.^4,6,7 (AUTHOR), McDougal, Robert A.^2,3,7 (AUTHOR) robert.mcdougal@yale.edu

Superior Title: BMC Bioinformatics. 7/20/2023, Vol. 24 Issue 1, p1-22. 22p.

Subject Terms: *DATA mining, *COVID-19, *GENE expression, *SARS-CoV-2

HTML Full Text PDF Full Text

8

Academic Journal

An analysis of entity normalization evaluation biases in specialized domains.

Authors: Ferré, Arnaud¹ (AUTHOR) arnaud.ferre@inrae.fr, Langlais, Philippe² (AUTHOR)

Superior Title: BMC Bioinformatics. 6/2/2023, Vol. 24 Issue 1, p1-29. 29p.

Subject Terms: *DATA mining, *MEDICAL sciences, *CORPORA, *BEST practices

HTML Full Text PDF Full Text

9

Academic Journal

Utilization of five data mining algorithms combined with simplified preprocessing to establish reference intervals of thyroid-related hormones for non-elderly adults.

Authors: Zhong, Jian¹ (AUTHOR), Ma, Chaochao¹ (AUTHOR), Hou, Li'an¹ (AUTHOR), Yin, Yicong¹ (AUTHOR), Zhao, Fang¹ (AUTHOR), Hu, Yingying¹ (AUTHOR), Song, Ailing¹ (AUTHOR), Wang, Danchen¹ (AUTHOR), Li, Lei¹ (AUTHOR), Cheng, Xinqi¹ (AUTHOR), Qiu, Ling^1,2 (AUTHOR) lingqiubj@163.com

Superior Title: BMC Medical Research Methodology. 5/2/2023, Vol. 23 Issue 1, p1-13. 13p.

Subject Terms: *DATA mining, *EXPECTATION-maximization algorithms, *ALGORITHMS, *GAUSSIAN distribution, *DATA distribution

HTML Full Text PDF Full Text

10

Academic Journal

Comparing generative and extractive approaches to information extraction from abstracts describing randomized clinical trials.

Authors: Witte, Christian¹ (AUTHOR), Schmidt, David M.¹ (AUTHOR) david.schmidt@uni-bielefeld.de, Cimiano, Philipp¹ (AUTHOR)

Superior Title: Journal of Biomedical Semantics. 4/23/2024, Vol. 15, p1-23. 23p.

Subject Terms: *DATA mining, *CLINICAL trials, *TYPE 2 diabetes, *EVIDENCE-based medicine, *RANDOMIZED controlled trials, *SPECIFIC language impairment in children, *FILTERING surgery

Zugang prüfen (DOI)

11

Academic Journal

Digital surveillance in Latin American diseases outbreaks: information extraction from a novel Spanish corpus.

Authors: Dellanzo, Antonella¹ (AUTHOR) antodellanzo@gmail.com, Cotik, Viviana^1,2 (AUTHOR), Lozano Barriga, Daniel Yunior³ (AUTHOR), Mollapaza Apaza, Jonathan Jimmy³ (AUTHOR), Palomino, Daniel³ (AUTHOR), Schiaffino, Fernando⁴ (AUTHOR), Yanque Aliaga, Alexander³ (AUTHOR), Ochoa-Luna, José³ (AUTHOR)

Superior Title: BMC Bioinformatics. 12/23/2022, Vol. 23 Issue 1, p1-22. 22p.

Subject Terms: *ELECTRONIC surveillance, *DATA mining, *DISEASE outbreaks, *NATURAL language processing, *DEEP learning, *EXTRACTION techniques, *PRESCRIPTION writing, *HEBBIAN memory

HTML Full Text PDF Full Text

12

Academic Journal

JCBIE: a joint continual learning neural network for biomedical information extraction.

Authors: He, Kai^1,2,3 (AUTHOR), Mao, Rui⁴ (AUTHOR), Gong, Tieliang^1,2,3 (AUTHOR), Cambria, Erik⁴ (AUTHOR), Li, Chen^1,2,3 (AUTHOR) cli@xjtu.edu.cn

Superior Title: BMC Bioinformatics. 12/19/2022, Vol. 23 Issue 1, p1-20. 20p.

Subject Terms: *DATA mining, *KNOWLEDGE graphs, *LEARNING strategies, *ARTIFICIAL neural networks, *INFORMATION networks

HTML Full Text PDF Full Text

13

Academic Journal

An innovative approach based on real-world big data mining for calculating the sample size of the reference interval established using transformed parametric and non-parametric methods.

Authors: Ma, Chaochao¹ (AUTHOR), Hou, Li'an¹ (AUTHOR), Zou, Yutong¹ (AUTHOR), Ma, Xiaoli¹ (AUTHOR), Wang, Danchen¹ (AUTHOR), Hu, Yingying¹ (AUTHOR), Song, Ailing¹ (AUTHOR), Cheng, Xinqi¹ (AUTHOR), Qiu, Ling^1,2 (AUTHOR) lingqiubj@163.com

Superior Title: BMC Medical Research Methodology. 10/20/2022, Vol. 22 Issue 1, p1-9. 9p.

Subject Terms: *SAMPLE size (Statistics), *DATA mining, *BIG data, *THYROTROPIN, *REFERENCE values, *THYROXINE, *RESEARCH funding, *TRIIODOTHYRONINE

HTML Full Text PDF Full Text

14

Academic Journal

Clinical data mining: challenges, opportunities, and recommendations for translational applications.

Authors: Qiao, Huimin¹ (AUTHOR), Chen, Yijing² (AUTHOR), Qian, Changshun³ (AUTHOR), Guo, You^1,2,3,4 (AUTHOR) gy@gmu.edu.cn

Superior Title: Journal of Translational Medicine. 2/20/2024, Vol. 22 Issue 1, p1-17. 17p.

Subject Terms: *DATA mining, *PREDICTION models, *INDIVIDUALIZED medicine, *SCIENTIFIC models

Zugang prüfen (DOI)

15

Academic Journal

Clinlabomics: leveraging clinical laboratory data by data mining strategies.

Authors: Wen, Xiaoxia^1,2 (AUTHOR), Leng, Ping² (AUTHOR), Wang, Jiasi³ (AUTHOR), Yang, Guishu¹ (AUTHOR), Zu, Ruiling¹ (AUTHOR), Jia, Xiaojiong⁴ (AUTHOR), Zhang, Kaijiong¹ (AUTHOR), Mengesha, Birga Anteneh⁵ (AUTHOR), Huang, Jian⁵ (AUTHOR) hj@uestc.edu.cn, Wang, Dongsheng¹ (AUTHOR) wangdongshengnc@163.com, Luo, Huaichao^1,2 (AUTHOR) luo1987cc@163.com

Superior Title: BMC Bioinformatics. 9/24/2022, Vol. 23 Issue 1, p1-20. 20p.

Subject Terms: *PATHOLOGICAL laboratories, *DATA mining, *MEDICAL screening, *COMPUTER engineering, *MACHINE learning, *DIAGNOSIS

HTML Full Text PDF Full Text

16

Academic Journal

Information extraction from free text for aiding transdiagnostic psychiatry: constructing NLP pipelines tailored to clinicians' needs.

Authors: Turner, Rosanne J.^1,2 (AUTHOR) r.j.turner@umcutrecht.nl, Coenen, Femke¹ (AUTHOR), Roelofs, Femke¹ (AUTHOR), Hagoort, Karin¹ (AUTHOR), Härmä, Aki³ (AUTHOR), Grünwald, Peter D.^2,4 (AUTHOR), Velders, Fleur P.¹ (AUTHOR), Scheepers, Floortje E.¹ (AUTHOR)

Superior Title: BMC Psychiatry. 6/17/2022, Vol. 22 Issue 1, p1-11. 11p. 4 Charts.

Subject Terms: *DATA mining, *MEDICAL personnel, *MENTAL illness, *NATURAL language processing, *ELECTRONIC health records

HTML Full Text PDF Full Text

17

Academic Journal

Drug knowledge discovery via multi-task learning and pre-trained models.

Authors: Li, Dongfang¹ (AUTHOR), Xiong, Ying¹ (AUTHOR), Hu, Baotian¹ (AUTHOR) hubaotian@hit.edu.cn, Tang, Buzhou^1,2 (AUTHOR), Peng, Weihua³ (AUTHOR), Chen, Qingcai^1,2 (AUTHOR) qingcai.chen@hit.edu.cn

Superior Title: BMC Medical Informatics & Decision Making. 11/17/2021, Vol. 21 Issue 1, p1-8. 8p.

Subject Terms: *DRUG repositioning, *DATA mining, *GENETIC mutation, *INVESTIGATIONAL drugs, *KNOWLEDGE transfer, *RESEARCH, *NATURAL language processing, *RESEARCH methodology, *MEDICAL cooperation, *EVALUATION research, *COMPARATIVE studies, *DRUGS, *INFORMATION retrieval, *RESEARCH funding, *ALGORITHMS

PDF Full Text

18

Academic Journal

DI2: prior-free and multi-item discretization of biological data and its applications.

Authors: Alexandre, Leonardo^1,2,3 (AUTHOR) leonardoalexandre@tecnico.ulisboa.pt, Costa, Rafael S.^1,4 (AUTHOR), Henriques, Rui^2,3 (AUTHOR)

Superior Title: BMC Bioinformatics. 9/8/2021, Vol. 22 Issue 1, p1-19. 19p.

Subject Terms: *DISCRETIZATION methods, *DATA mining, *SKEWNESS (Probability theory), *STATISTICAL significance, *DATA analysis, *OUTLIER detection

PDF Full Text

19

Academic Journal

Insight into the underlying molecular mechanism of dilated cardiomyopathy through integrative analysis of data mining, iTRAQ-PRM proteomics and bioinformatics.

Authors: Xiong, Hongli¹ (AUTHOR), Zheng, Zhe² (AUTHOR), Zhao, Congcong¹ (AUTHOR), Zhao, Minzhu¹ (AUTHOR), Wang, Qi¹ (AUTHOR), Zhang, Peng³ (AUTHOR), Li, Yongguo¹ (AUTHOR), Zhu, Ying¹ (AUTHOR), Zhu, Shisheng⁴ (AUTHOR) 10807@cqmpc.edu.cn, Li, Jianbo¹ (AUTHOR) 100390@cqmu.edu.cn

Superior Title: Proteome Science. 9/22/2023, Vol. 21 Issue 1, p1-13. 13p.

Subject Terms: *DILATED cardiomyopathy, *DATA mining, *MYOCARDIUM, *CARDIAC contraction, *DATA analysis, *PROTEOMICS, *SUDDEN death

Zugang prüfen (DOI)

20

Academic Journal

Use of electronic health record data mining for heart failure subtyping.

Authors: Vuori, Matti A.^1,2,3 (AUTHOR) makvuo@utu.fi, Kiiskinen, Tuomo³ (AUTHOR), Pitkänen, Niina⁴ (AUTHOR), Kurki, Samu^3,4 (AUTHOR), Laivuori, Hannele^3,5,6 (AUTHOR), Laitinen, Tarja⁷ (AUTHOR), Mäntylahti, Sampo⁸ (AUTHOR), Palotie, Aarno³ (AUTHOR), FinnGen³ (AUTHOR), Niiranen, Teemu J.^1,2,9 (AUTHOR)

Superior Title: BMC Research Notes. 9/11/2023, Vol. 16 Issue 1, p1-6. 6p.

Subject Terms: *ELECTRONIC health records, *DATA mining, *HEART failure, *DATA recorders & recording, *TEXT mining

Zugang prüfen (DOI)

Narrow Search