Authors: Van, Richard^1,2 (AUTHOR), Alvarez, Daniel^2,3 (AUTHOR), Mize, Travis⁴ (AUTHOR), Gannavarapu, Sravani^2,3 (AUTHOR), Chintham Reddy, Lohitha^2,3 (AUTHOR), Nasoz, Fatma^2,3 (AUTHOR), Han, Mira V.^1,2 (AUTHOR) mira.han@unlv.edu

Superior Title: BMC Bioinformatics. 5/8/2024, Vol. 25 Issue 1, p1-22. 22p.

Subject Terms: *MACHINE learning, *RNA sequencing, *TRANSCRIPTOMES, *GENE expression, *TUMOR classification

Authors: Beltrán, Jorge F.¹ (AUTHOR) beltran.lissabet.jf@gmail.com, Herrera-Belén, Lisandra² (AUTHOR), Parraguez-Contreras, Fernanda¹ (AUTHOR), Farías, Jorge G.¹ (AUTHOR), Machuca-Sepúlveda, Jorge¹ (AUTHOR), Short, Stefania¹ (AUTHOR)

Superior Title: BMC Bioinformatics. 4/12/2024, Vol. 25 Issue 1, p1-12. 12p.

Subject Terms: *DEEP learning, *MACHINE learning, *TOXINS, *PROTEOMICS, *WEB-based user interfaces, *DISCRIMINANT analysis, *PROTEINS

Authors: He, Xiao¹ (AUTHOR), Yan, Ming¹ (AUTHOR) yanming@njtech.edu.cn

Superior Title: BMC Bioinformatics. 3/28/2024, Vol. 25 Issue 1, p1-12. 12p.

Subject Terms: *DEEP learning, *MACHINE learning, *GRAPH neural networks, *LANGUAGE models, *SYNTHETIC biology, *ENZYME kinetics, *ENZYMES

Authors: Elsherbini, Ahmed M. A.¹ (AUTHOR), Elkholy, Amr Hassan¹ (AUTHOR), Fadel, Youssef M.¹ (AUTHOR), Goussarov, Gleb² (AUTHOR), Elshal, Ahmed Mohamed¹ (AUTHOR), El-Hadidi, Mohamed¹ (AUTHOR), Mysara, Mohamed¹ (AUTHOR) mmaysara@nu.edu.eg

Superior Title: BMC Bioinformatics. 3/27/2024, Vol. 25 Issue 1, p1-17. 17p.

Subject Terms: *DEEP learning, *MACHINE learning, *SARS-CoV-2, *COVID-19 pandemic, *RANDOM forest algorithms

Geographic Terms: AGRA (India), WUHAN (China)

Authors: Tu, Gang¹ (AUTHOR), Wang, Xuan^1,2 (AUTHOR) xuan.wang@liverpool.ac.uk, Xia, Rong³ (AUTHOR), Song, Bowen⁴ (AUTHOR)

Superior Title: BMC Bioinformatics. 3/25/2024, Vol. 25 Issue 1, p1-12. 12p.

Subject Terms: *INTERNET servers, *MACHINE learning, *EUKARYOTIC cells, *ONLINE databases, *ADENOSINES

Authors: Miller, Jason R.^1,2,3 (AUTHOR) jmill02@shepherd.edu, Adjeroh, Donald A.³ (AUTHOR)

Superior Title: BMC Bioinformatics. 3/12/2024, Vol. 25 Issue 1, p1-21. 21p.

Subject Terms: *MACHINE learning, *RNA sequencing, *GENE expression, *NUCLEOTIDE sequence, *RANDOM forest algorithms

Authors: Tutsoy, Onder¹ (AUTHOR) otutsoy@atu.edu.tr, Koç, Gizem Gul¹ (AUTHOR)

Superior Title: BMC Bioinformatics. 3/8/2024, Vol. 25 Issue 1, p1-21. 21p.

Subject Terms: *MACHINE learning, *DEEP learning, *FEATURE selection, *BLOOD testing, *CLASSIFICATION

Authors: Bollas, Audrey E.^1,2 (AUTHOR), Rajkovic, Andrei¹ (AUTHOR), Ceyhan, Defne¹ (AUTHOR), Gaither, Jeffrey B.¹ (AUTHOR), Mardis, Elaine R.^1,2 (AUTHOR), White, Peter^1,2 (AUTHOR) peter.white@nationwidechildrens.org

Superior Title: BMC Bioinformatics. 2/20/2024, Vol. 25 Issue 1, p1-18. 18p.

Subject Terms: *MACHINE learning, *SINGLE nucleotide polymorphisms, *GENEALOGY, *MEDICAL screening, *DISEASE susceptibility

Authors: Pappalardo, Vincent Y.^1,2 (AUTHOR) v.y.pappalardo@acta.nl, Azarang, Leyla² (AUTHOR), Zaura, Egija¹ (AUTHOR), Brandt, Bernd W.¹ (AUTHOR), de Menezes, Renée X.² (AUTHOR)

Superior Title: BMC Bioinformatics. 2/5/2024, Vol. 25 Issue 1, p1-18. 18p.

Subject Terms: *MACHINE learning, *CONFOUNDING variables, *DATA analysis, *VAGINA, *SALIVA

Authors: Choi, Yongjun¹ (AUTHOR), Cha, Junho¹ (AUTHOR), Choi, Sungkyoung^1,2 (AUTHOR) day0413@hanyang.ac.kr

Superior Title: BMC Bioinformatics. 2/2/2024, Vol. 25 Issue 1, p1-27. 27p.

Subject Terms: *NAIVE Bayes classification, *MACHINE learning, *RECEIVER operating characteristic curves, *GENOME-wide association studies, *EPIDEMIOLOGY, *GENOMES, *SUPPORT vector machines, *K-nearest neighbor classification

Authors: Joe, Hyunwhan¹ (AUTHOR), Kim, Hong-Gee^1,2 (AUTHOR) hgkim@snu.ac.kr

Superior Title: BMC Bioinformatics. 2/1/2024, Vol. 25 Issue 1, p1-15. 15p.

Subject Terms: *MACHINE learning, *MACHINE performance, *RANKING (Statistics), *FORECASTING, *NAIVE Bayes classification, *CLASSIFICATION

Authors: Kpanou, Rogia¹ (AUTHOR) sewagnouin-rogia.kpanou.1@ulaval.ca, Dallaire, Patrick¹ (AUTHOR), Rousseau, Elsa^1,2,3 (AUTHOR), Corbeil, Jacques^2,4,5 (AUTHOR) jacques.corbeil@fmed.ulaval.ca

Superior Title: BMC Bioinformatics. 1/30/2024, Vol. 25 Issue 1, p1-24. 24p.

Subject Terms: *DRUG interactions, *MACHINE learning, *ARTIFICIAL neural networks, *SUPERVISED learning, *COMPUTER vision

Authors: Prince, Rukundo¹ (AUTHOR), Niu, Zhendong¹ (AUTHOR) zniu@bit.edu.cn, Khan, Zahid Younas² (AUTHOR), Emmanuel, Masabo³ (AUTHOR), Patrick, Niyishaka⁴ (AUTHOR)

Superior Title: BMC Bioinformatics. 1/17/2024, Vol. 25 Issue 1, p1-25. 25p.

Subject Terms: *MACHINE learning, *DEEP learning, *X-ray imaging, *COLOR space, *COVID-19, *SUPPORT vector machines

Authors: Rojas-Velazquez, David^1,2 (AUTHOR) e.d.rojasvelazquez@uu.nl, Kidwai, Sarah¹ (AUTHOR), Kraneveld, Aletta D.^1,3 (AUTHOR), Tonda, Alberto⁴ (AUTHOR), Oberski, Daniel² (AUTHOR), Garssen, Johan^1,5 (AUTHOR), Lopez-Rincon, Alejandro^1,2 (AUTHOR)

Superior Title: BMC Bioinformatics. 1/15/2024, Vol. 25 Issue 1, p1-17. 17p.

Subject Terms: *MACHINE learning, *FEATURE selection, *INFLAMMATORY bowel diseases, *AUTISM spectrum disorders, *HUMAN microbiota, *TYPE 2 diabetes

Authors: Alvarez-Mamani, Edwin^1,2 (AUTHOR), Dechant, Reinhard^2,3 (AUTHOR), Beltran-Castañón, César A.¹ (AUTHOR), Ibáñez, Alfredo J.^2,4 (AUTHOR) aibanez@pucp.edu.pe

Superior Title: BMC Bioinformatics. 1/2/2024, Vol. 25 Issue 1, p1-19. 19p.

Subject Terms: *MACHINE learning, *BIOLOGICAL networks, *SYSTEMS biology, *DEEP learning, *PROTEIN-protein interactions, *MASS spectrometry, *FEYNMAN diagrams

Authors: Kane, Michael J.¹ (AUTHOR) michael.kane@yale.edu, King, Casey^2,3 (AUTHOR), Esserman, Denise¹ (AUTHOR), Latham, Nancy K.⁴ (AUTHOR), Greene, Erich J.¹ (AUTHOR), Ganz, David A.⁵ (AUTHOR)

Superior Title: BMC Bioinformatics. 12/17/2023, Vol. 24 Issue 1, p1-13. 13p.

Subject Terms: *LANGUAGE models, *MACHINE learning, *MEDICAL informatics, *RESEARCH personnel

Authors: Mahto, Rajul¹ (AUTHOR), Ahmed, Saboor Uddin¹ (AUTHOR), Rahman, Rizwan ur¹ (AUTHOR), Aziz, Rabia Musheer² (AUTHOR), Roy, Priyanka² (AUTHOR) priyanka.roy@vitbhopal.ac.in, Mallik, Saurav^3,4 (AUTHOR) sauravmtech2@gmail.com, Li, Aimin^5,6 (AUTHOR), Shah, Mohd Asif^7,8,9 (AUTHOR) drmohdasifshah@kdu.edu.et

Superior Title: BMC Bioinformatics. 12/15/2023, Vol. 24 Issue 1, p1-26. 26p.

Subject Terms: *TUMOR classification, *MACHINE learning, *METAHEURISTIC algorithms, *CLASSIFICATION algorithms, *GENE expression, *FEATURE selection

Authors: Zhang, Meng¹ (AUTHOR), Sankaranarayanapillai, Madhuri¹ (AUTHOR), Du, Jingcheng¹ (AUTHOR), Xiang, Yang¹ (AUTHOR), Manion, Frank J.² (AUTHOR), Harris, Marcelline R.² (AUTHOR), Stansbury, Cooper² (AUTHOR), Pham, Huy Anh¹ (AUTHOR), Tao, Cui^1,3 (AUTHOR) tao.cui@mayo.edu

Superior Title: BMC Bioinformatics. 12/15/2023, Vol. 24 Issue 1, p1-10. 10p.

Subject Terms: *COMPUTATIONAL linguistics, *MACHINE learning, *NATURAL language processing, *SUPPORT vector machines, *AUTOMATIC identification, *DATA protection

Authors: Hou, Zhichao^1,2 (AUTHOR), Leng, Jiacheng^1,2 (AUTHOR), Yu, Jiating^1,2 (AUTHOR), Xia, Zheng^3,4 (AUTHOR) xiaz@ohsu.edu, Wu, Ling-Yun^1,2 (AUTHOR) lywu@amss.ac.cn

Superior Title: BMC Bioinformatics. 11/15/2023, Vol. 24 Issue 1, p1-14. 14p.

Subject Terms: *SURVIVAL analysis (Biometry), *MACHINE learning, *NEURAL pathways, *GENES

Authors: Hatano, Narumi¹ (AUTHOR), Kamada, Mayumi¹ (AUTHOR) kamada.mayumi.2c@kyoto-u.ac.jp, Kojima, Ryosuke¹ (AUTHOR), Okuno, Yasushi^1,2 (AUTHOR) okuno.yasushi.4c@kyoto-u.ac.jp

Superior Title: BMC Bioinformatics. 10/10/2023, Vol. 24 Issue 1, p1-15. 15p.

Subject Terms: *MISSENSE mutation, *MACHINE learning, *MOLECULAR structure, *CARCINOGENESIS, *TUMOR growth, *FORECASTING, *NANOMEDICINE