{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T16:32:15Z","timestamp":1783528335989,"version":"3.55.0"},"reference-count":24,"publisher":"SAGE Publications","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["HIS"],"published-print":{"date-parts":[[2019,6,13]]},"DOI":"10.3233\/his-190263","type":"journal-article","created":{"date-parts":[[2019,4,30]],"date-time":"2019-04-30T12:17:16Z","timestamp":1556626636000},"page":"91-100","source":"Crossref","is-referenced-by-count":12,"title":["Lung cancer recognition and prediction according to random forest ensemble and RUSBoost algorithm using LIDC data"],"prefix":"10.1177","volume":"15","author":[{"given":"Subrato","family":"Bharati","sequence":"first","affiliation":[{"name":"Department of EEE, Ranada Prasad Shaha University, Narayanganj, Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Prajoy","family":"Podder","sequence":"additional","affiliation":[{"name":"Department of ECE, Khulna University of Engineering and Technology, Khulna, Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pinto Kumar","family":"Paul","sequence":"additional","affiliation":[{"name":"Department of CSE, Daffodil International University, Dhaka, Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","reference":[{"key":"10.3233\/HIS-190263_ref1","first-page":"1","article-title":"An overview of the anatomy and physiology of the lung","author":"Aung","year":"2019","journal-title":"Nanotechnology-Based Targeted Drug Delivery Systems for Lung Cancer"},{"key":"10.3233\/HIS-190263_ref2","doi-asserted-by":"crossref","unstructured":"Y. Moulla, T. Gradistanac, C. Wittekind, W. Eichfeld, I. Gockel and A. Dietrich, Predictive risk factors for lymph node metastasis in patients with resected non-small cell lung cancer: A case control study, Journal of Cardiothoracic Surgery (2019). https:\/\/doi.org\/10.1186\/s13019-019-0831-0.","DOI":"10.1186\/s13019-019-0831-0"},{"key":"10.3233\/HIS-190263_ref3","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.lungcan.2018.12.026","article-title":"Factors influencing recurrence following anatomic lung resection for clinical stage I non-small cell lung cancer","volume":"128","author":"Schuchert","year":"2019","journal-title":"Lung Cancer"},{"key":"10.3233\/HIS-190263_ref4","first-page":"1","article-title":"Comparative Performance analysis of different classification algorithm for the purpose of prediction of lung cancer","author":"Bharati","year":"2018","journal-title":"Intelligent Systems Design and Applications"},{"key":"10.3233\/HIS-190263_ref5","doi-asserted-by":"crossref","unstructured":"E.D. Chan, Vulnerability to nontuberculous mycobacterial lung disease or systemic infection due to genetic\/heritable disorders, in: Nontuberculous Mycobacterial Disease. Respiratory Medicine, D. Griffith, ed., Humana Press, Cham, 2019. https:\/\/doi.org\/10.1007\/978-3-319-93473-0_4.","DOI":"10.1007\/978-3-319-93473-0_4"},{"key":"10.3233\/HIS-190263_ref6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.lungcan.2018.12.028","article-title":"Longitudinal study to assess impact of smoking at diagnosis and quitting on 1-year survival for people with non-small cell lung cancer","volume":"129","author":"Gemine","year":"2019","journal-title":"Lung Cancer"},{"key":"10.3233\/HIS-190263_ref7","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1016\/j.eswa.2019.01.060","article-title":"A neuro-heuristic approach for recognition of lung diseases from X-ray images","volume":"126","author":"Ke","year":"2019","journal-title":"Expert Systems with Applications"},{"key":"10.3233\/HIS-190263_ref8","unstructured":"L. Ries et al., SEER Cancer Statistics Review, 1975\u20132005, National Cancer Institute, Bethesda, MD, 2008, pp.\u00a01975\u20132005."},{"key":"10.3233\/HIS-190263_ref9","doi-asserted-by":"crossref","unstructured":"M. Loyman, and H. Greenspan, Lung nodule retrieval using semantic similarity estimates, in: Proc SPIE 10950, Medical Imaging 2019: Computer-Aided Diagnosis, 109503P 2019. doi: 10.1117\/12.2512115.","DOI":"10.1117\/12.2512115"},{"key":"10.3233\/HIS-190263_ref10","doi-asserted-by":"crossref","unstructured":"T. Aggarwal, A. Furqan and K. Kalra, Feature extraction and LDA based classification of lung nodules in chest CTscan images, in: 2015 International Conference On Advances in Computing, Communications and Informatics (ICACCI), 2015, DOI: 10.1109\/ICACCI.2015.7275773.","DOI":"10.1109\/ICACCI.2015.7275773"},{"key":"10.3233\/HIS-190263_ref11","doi-asserted-by":"crossref","unstructured":"X. Jin, Y. Zhang and Q. Jin, Pulmonary nodule detection based on CT images using convolution neural network, in: 2016, 9Th International Symposium On Computational Intelligence and Design (ISCID), 2016, doi: 10.1109\/ISCID.2016.1053.","DOI":"10.1109\/ISCID.2016.1053"},{"key":"10.3233\/HIS-190263_ref12","doi-asserted-by":"crossref","unstructured":"P. Sangamithraa and S. Govindaraju, Lung tumour detection and classification using EK-Mean clustering, in: 2016 International Conference On Wireless Communications, Signal Processing and Networking (Wispnet), 2016, doi: 10.1109\/WiSPNET.2016.7566533.","DOI":"10.1109\/WiSPNET.2016.7566533"},{"key":"10.3233\/HIS-190263_ref13","doi-asserted-by":"crossref","unstructured":"T. Roy, N. Sirohi and A. Patle, Classification of lung image and nodule detection using fuzzy inference system, in: International Conference On Computing, Communication and Automation, 2015, doi: 10.1109\/CCAA.2015.7148560.","DOI":"10.1109\/CCAA.2015.7148560"},{"key":"10.3233\/HIS-190263_ref14","doi-asserted-by":"crossref","unstructured":"S. Ignatious and R. Joseph, Computer aided lung cancer detection system, in: 2015 Global Conference On Communication Technologies (GCCT), 2015, doi: 10.1109\/GCCT.2015.7342723.","DOI":"10.1109\/GCCT.2015.7342723"},{"key":"10.3233\/HIS-190263_ref15","doi-asserted-by":"crossref","unstructured":"E. Rendon-Gonzalez and V. Ponomaryov, Automatic lung nodule segmentation and classification in CT images based on SVM, in: 2016 9Th International Kharkiv Symposium On Physics and Engineering of Microwaves, Millimeter and Submillimeter Waves (MSMW), 2016, doi: 10.1109\/MSMW.2016.7537995.","DOI":"10.1109\/MSMW.2016.7537995"},{"key":"10.3233\/HIS-190263_ref16","doi-asserted-by":"crossref","unstructured":"K. Awai, K. Murao, A. Ozawa, M. Komi, H. Hayakawa, S. Hori and Y. Nishimura, Pulmonary nodules at chest CT: Effect of computer aided diagnosis on radiologists\u2019 detection performance, Radiology 230(2) (2004).","DOI":"10.1148\/radiol.2302030049"},{"key":"10.3233\/HIS-190263_ref17","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1007\/978-981-13-2514-4_34","article-title":"Lung cancer detection using CT scan images: A review on various image processing techniques","author":"Ayshath Thabsheera","year":"2019","journal-title":"Data Analytics and Learning. Lecture Notes in Networks and Systems. vol. 43"},{"issue":"1","key":"10.3233\/HIS-190263_ref18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10044-018-0747-7","article-title":"Gabor filter-based texture for ancient degraded document image binarization","volume":"22","author":"Sehad","year":"2019","journal-title":"Pattern Analysis and Applications"},{"key":"10.3233\/HIS-190263_ref19","doi-asserted-by":"crossref","unstructured":"M.S. Kavitha, J. Shanthini and R. Sabitha, ECM-CSD: An efficient classification model for cancer stage diagnosis in CT lung images using FCM and SVM techniques, Journal of Medical Systems (2019). https:\/\/doi.org\/10.1007\/s10916-019-1190-z.","DOI":"10.1007\/s10916-019-1190-z"},{"key":"10.3233\/HIS-190263_ref20","doi-asserted-by":"crossref","first-page":"699","DOI":"10.1007\/978-981-13-1595-4_55","article-title":"Lung cancer detection: A deep learning approach","author":"Bhatia","year":"2019","journal-title":"Soft Computing for Problem Solving"},{"issue":"4","key":"10.3233\/HIS-190263_ref21","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1016\/j.neo.2019.02.003","article-title":"Single chromosome aneuploidy induces genome-wide perturbation of nuclear organization and gene expression","volume":"21","author":"Braun","year":"2019","journal-title":"Neoplasia"},{"issue":"8","key":"10.3233\/HIS-190263_ref22","doi-asserted-by":"crossref","first-page":"4012","DOI":"10.1109\/TIP.2018.2834830","article-title":"Improved random forest for classification","volume":"27","author":"Paul","year":"2018","journal-title":"IEEE Transactions on Image Processing"},{"key":"10.3233\/HIS-190263_ref23","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1109\/CEEICT.2018.8628084","article-title":"Breast cancer prediction applying different classification algorithm with comparative analysis using WEKA","author":"Bharati","year":"2018","journal-title":"2018 4th International Conference on Electrical Engineering and Information and Communication Technology (iCEEiCT)"},{"issue":"1","key":"10.3233\/HIS-190263_ref24","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1109\/TSMCA.2009.2029559","article-title":"RUSBoost: A hybrid approach to alleviating class imbalance","volume":"40","author":"Seiffert","year":"2010","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"}],"container-title":["International Journal of Hybrid Intelligent Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/HIS-190263","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T08:52:44Z","timestamp":1777452764000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/HIS-190263"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,6,13]]},"references-count":24,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.3233\/his-190263","relation":{},"ISSN":["1448-5869","1875-8819"],"issn-type":[{"value":"1448-5869","type":"print"},{"value":"1875-8819","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,6,13]]}}}