{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T05:40:02Z","timestamp":1756791602270,"version":"3.44.0"},"reference-count":258,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1109\/tai.2025.3551669","type":"journal-article","created":{"date-parts":[[2025,3,13]],"date-time":"2025-03-13T13:49:28Z","timestamp":1741873768000},"page":"2354-2383","source":"Crossref","is-referenced-by-count":0,"title":["A Comprehensive Survey on Diagnostic Microscopic Imaging Modalities, Challenges, Taxonomy, and Future Directions for Cervical Abnormality Detection and Grading"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-3084-6233","authenticated-orcid":false,"given":"Anindita","family":"Mohanta","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Tripura University (A Central University), Suryamaninagar, Tripura, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8526-1020","authenticated-orcid":false,"given":"Sourav Dey","family":"Roy","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Tripura University (A Central University), Suryamaninagar, Tripura, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4403-913X","authenticated-orcid":false,"given":"Niharika","family":"Nath","sequence":"additional","affiliation":[{"name":"Department of Biological and Chemical Sciences, New York Institute of Technology, New York, NY, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-4035-2658","authenticated-orcid":false,"given":"Abhijit","family":"Datta","sequence":"additional","affiliation":[{"name":"Department of Pathology, Agartala Government Medical College (AGMC), Tripura, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3451-191X","authenticated-orcid":false,"given":"Mrinal Kanti","family":"Bhowmik","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Tripura University (A Central University), Suryamaninagar, Tripura, India"}]}],"member":"263","reference":[{"year":"2022","key":"ref1","article-title":"WHO"},{"year":"2022","key":"ref2","article-title":"ICMR"},{"year":"2022","key":"ref3","article-title":"WHO"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-15628-2_4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/810368"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0046-8177(96)90090-8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1550"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3235833"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics13101763"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101813"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-021-02899-2"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2983186"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-020-09808-7"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09735-2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.05.014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.05.034"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCNT.2018.8494169"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2016.2515127"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2016.06.105"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.4137\/BECB.S31601"},{"issue":"5","key":"ref21","first-page":"2347","article-title":"Diffuse reflectance image enhancement for cervical cancer detection\u2014A review","volume":"3","author":"Fernandes","year":"2015","journal-title":"Int. J. Technol. Enhance. Emerg. Eng. Res."},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0162053"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2013.2295804"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-021-02388-w"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00949-6_11"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbj.2018.01.001"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-02976-9_17"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-58838-4_27"},{"year":"2024","key":"ref29","article-title":"HPV"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.06.086"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1002\/cyto.a.22407"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8856369"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-019-00200-8"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/HISB.2011.15"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2979926"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2020.01.016"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.3934\/mbe.2021090"},{"year":"2024","key":"ref38","article-title":"Cancer Research UK"},{"key":"ref39","first-page":"1","article-title":"Pap-smear benchmark data for pattern classification","volume-title":"Proc. Nat. Inspired Smart Inf. Syst. (NiSIS)","author":"Jantzen","year":"2005"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2009.2034865"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451588"},{"year":"2022","key":"ref42","article-title":"Tianchi"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2020.105589"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/BF00344251"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4842-2845-6_6"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22666"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.12928\/telkomnika.v19i5.20406"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.6608"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-93783-8"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.21917\/ijivp.2021.0351"},{"issue":"6","key":"ref51","first-page":"5875","article-title":"Cervical cancer detection using convolutional neural network (CNN) and long-short term memory (LSTM) based on histopathological images","volume":"25","author":"Sridevi","year":"2021","journal-title":"Ann. Roman. Soc. Cell Biol."},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1186\/s42490-021-00056-6"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ISESD53023.2021.9501561"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0626-0_25"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CENIM51130.2020.9297895"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60964-5_23"},{"article-title":"Very deep convolutional networks for large-scale image recognition","year":"2015","author":"Simonyan","key":"ref58"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2936017"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-021-0849-3"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/BIGCOMP.2017.7881741"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106311"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/3364836.3364857"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/ICICCS51141.2021.9432382"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.6608"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-021-06138-w"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9631009"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI45749.2020.9098587"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"article-title":"Slic Superpixels (No. REP_WORK)","year":"2010","author":"Achanta","key":"ref73"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.3390\/curroncol28050307"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-60639-8_50"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.3390\/app9122421"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1186\/s12935-020-01742-6"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIT.2019.8935931"},{"key":"ref79","first-page":"196","article-title":"Visualization of cervical cancer classification using deep convolutional neural network","volume":"2319","author":"Dharani","year":"2020","journal-title":"Int. J. New Innov. Eng. Technol."},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-10627-3"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.120"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1111\/j.1475-4754.2010.00560.x"},{"key":"ref84","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","volume":"28","author":"Ren","year":"2015","journal-title":"Adv. Neur. Inf. Process. Syst."},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3094311"},{"first-page":"2227","volume-title":"Pap-Smear Classification","author":"Martin","key":"ref86"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-37969-8_7"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2019.8759262"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.12.036"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/ICCC54389.2021.9674662"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11015-7"},{"issue":"2","key":"ref94","first-page":"102","article-title":"The automated diagnosis architecture and deep learning algorithm for cervical cancer cell images","volume":"249","author":"Lee","year":"2021","journal-title":"Sensors Transducers"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-11954-9"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/ICAECT54875.2022.9807871"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1117\/12.58373"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.17485\/ijst\/2016\/v9i28\/98380"},{"key":"ref99","article-title":"Watershed segmentation of cervical images using multiscale morphological gradient and HSI color space","author":"Nallaperumal","year":"2008","journal-title":"Int. J. Imag. Sci. Eng. (IJISE)"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/SIBGRAPI.2012.51"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/ICASI.2016.7539846"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2010.2087030"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22444"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/ICCEA.2010.105"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-021-02388-w"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/NCVPRIPG.2015.7490039"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2018.09.008"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-5780-9_15"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.3233\/thc-220031"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1986.4767851"},{"key":"ref111","first-page":"1","article-title":"Segmentation and area measurement in abnormal pap smear images using color canals modification with canny edge detection","volume-title":"Proc. Int. Conf. Women\u2019s Health Sci. Eng.","author":"Riana","year":"2012"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1063\/1.4868832"},{"issue":"7","key":"ref113","article-title":"Pap smear images classification for early detection of cervical cancer","volume":"118","author":"Mbaga","year":"2015","journal-title":"Int. J. Comput. Appl."},{"issue":"1","key":"ref114","article-title":"Pap smear images segmentation for automatic detection of cervical cancer","volume":"9","author":"Mbaga","year":"2015","journal-title":"Cell"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09206-9"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIC.2010.5705797"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1166\/jmihi.2016.1690"},{"issue":"8","key":"ref118","first-page":"21021","article-title":"Computer aided detection of cervical cancer using pap smear images based on hybrid classifier","volume":"10","author":"Sukumar","year":"2015","journal-title":"Int. J. Appl. Eng. Res."},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/IUCC\/DSCI\/SmartCNS.2019.00060"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref121","first-page":"26","article-title":"A new image data set and benchmark for cervical dysplasia classification evaluation","volume-title":"Proc. Mach. Learn. Med. Imag.","author":"Xin","year":"2015"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.1992.223129"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/810368"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1109\/BMEiCON.2018.8609958"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1109\/34.730558"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.348"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1166\/jmihi.2019.2600"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00140"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41827-3_3"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.1999.790410"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/ICIRCA51532.2021.9544832"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(83)90017-1"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cvi.2018.5349"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1973.4309314"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.31557\/apjcp.2018.19.12.3571"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/586928"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1017623"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2010.02.006"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.21236\/ada083283"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/72.557660"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3059699"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/IAC.2018.8780561"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1109\/IECBES.2016.7843424"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2021.07.005"},{"issue":"20","key":"ref145","first-page":"35","article-title":"Papsmear image based detection of cervical cancer","volume":"45","author":"Sreedevi","year":"2012","journal-title":"Int. J. Comput. Appl."},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493244"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-90436-4_24"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1177\/153303461000900302"},{"key":"ref149","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2016.172"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.14257\/ijmue.2015.10.2.04"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532841"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.5120\/12818-0208"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28308-6_32"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1109\/CALCON49167.2020.9106484"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2018.8546215"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.4103\/jpi.jpi_74_17"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.103464"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1109\/ISSCS.2015.7203961"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2011.09.017"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.214"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60964-5_71"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1109\/DICTA.2016.7797086"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1145\/3121138.3121196"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1109\/ICETECH.2015.7275029"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489401"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2012.05.006"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.587"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.3390\/app10051800"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1109\/CoCoNet.2015.7411260"},{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2011.09.018"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2014.02.001"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2018.09.014"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.103071"},{"key":"ref174","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2016.01.025"},{"key":"ref175","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2014.6944230"},{"issue":"3","key":"ref176","article-title":"Bi-path architecture of CNN segmentation and classification method for cervical cancer disorders based on pap-smear images","volume":"48","author":"Desiani","year":"2021","journal-title":"IAENG Int. J. Comput. Sci."},{"key":"ref177","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2606380"},{"key":"ref178","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2430895"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2871153"},{"key":"ref180","doi-asserted-by":"publisher","DOI":"10.1117\/12.2293526"},{"key":"ref181","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2017.7950548"},{"key":"ref182","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.03.011"},{"key":"ref183","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2021.106566"},{"key":"ref184","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3104609"},{"key":"ref185","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.2980839"},{"volume-title":"Digital Image Processing","year":"1996","author":"Castleman","key":"ref186"},{"key":"ref187","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012077790-7\/50009-6"},{"key":"ref188","doi-asserted-by":"publisher","DOI":"10.1142\/9789814343138_0015"},{"key":"ref189","doi-asserted-by":"publisher","DOI":"10.1109\/29.21701"},{"key":"ref190","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref191","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3059968"},{"key":"ref192","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"article-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications","year":"2017","author":"Howard","key":"ref193"},{"key":"ref194","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref195","doi-asserted-by":"publisher","DOI":"10.21917\/ijivp.2016.0179"},{"key":"ref196","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2970121"},{"key":"ref197","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.103428"},{"key":"ref198","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.7760935"},{"key":"ref199","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2763984"},{"key":"ref200","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2015.2483318"},{"key":"ref201","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/457906"},{"key":"ref202","doi-asserted-by":"publisher","DOI":"10.1166\/jctn.2019.7925"},{"key":"ref203","doi-asserted-by":"publisher","DOI":"10.3390\/s17122935"},{"key":"ref204","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2019.02.001"},{"key":"ref205","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11030463"},{"key":"ref206","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-019-1402-6"},{"key":"ref207","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2874063"},{"key":"ref208","doi-asserted-by":"publisher","DOI":"10.1117\/1.OE.55.10.103110"},{"issue":"1\u201317","key":"ref209","first-page":"37","article-title":"New features of cervical precancerous cell based on FE-SEM\/EDX line scanning for classification systems","volume":"10","author":"Jusman","year":"2018","journal-title":"J. Telecommun., Electron. Comput. Eng. (JTEC)"},{"key":"ref210","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2013.08.001"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1142\/S1793545816500450"},{"key":"ref212","doi-asserted-by":"publisher","DOI":"10.1042\/BSR20181769"},{"key":"ref213","doi-asserted-by":"publisher","DOI":"10.4018\/IJHISI.2019040105"},{"key":"ref214","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3060447"},{"key":"ref215","doi-asserted-by":"publisher","DOI":"10.2147\/MDER.S366303"},{"key":"ref216","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSIT53264.2022.9716358"},{"key":"ref217","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.09.015"},{"key":"ref218","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.08.050"},{"key":"ref219","doi-asserted-by":"publisher","DOI":"10.2174\/1389202920666190313163414"},{"key":"ref220","doi-asserted-by":"publisher","DOI":"10.1145\/3127942.3127946"},{"key":"ref221","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09607-w"},{"key":"ref222","doi-asserted-by":"publisher","DOI":"10.1055\/s-0034-1392803"},{"key":"ref223","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32239-7_43"},{"key":"ref224","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-07005-1_8"},{"key":"ref225","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104890"},{"key":"ref226","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0125706"},{"issue":"11","key":"ref227","first-page":"1588","article-title":"A review of image classification techniques","volume":"4","author":"Thakur","year":"2017","journal-title":"Int. Res. J. Eng. Technol"},{"issue":"1","key":"ref228","first-page":"94","article-title":"Comparison of feature selection methods for diagnosis of cervical cancer using SVM classifier","volume":"6","author":"Ashok","year":"2016","journal-title":"Int. J. Eng. Res. Appl"},{"issue":"2\u20133","key":"ref229","first-page":"271","article-title":"Gene selection for cancer classification using support processing systems","volume":"30","author":"Guyon","year":"1998","journal-title":"Mach. Learn."},{"key":"ref230","first-page":"37","article-title":"Autoencoders, unsupervised learning, and deep architectures","volume-title":"Proc. ICML Workshop Unsuper. Transfer Learn., JMLR Workshop Conf. Proc.","author":"Baldi","year":"2012"},{"key":"ref231","first-page":"126","article-title":"Generative adversarial nets","volume":"27","author":"Goodfellow","year":"2014","journal-title":"Adv. Neur. Inf. Process. Syst."},{"article-title":"Conditional generative adversarial nets","year":"2014","author":"Mirza","key":"ref232"},{"article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","year":"2015","author":"Radford","key":"ref233"},{"key":"ref234","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIBD49809.2020.9137494"},{"key":"ref235","doi-asserted-by":"publisher","DOI":"10.1186\/s12880-022-00852-z"},{"key":"ref236","doi-asserted-by":"publisher","DOI":"10.1049\/iet-ipr.2018.6032"},{"year":"2022","key":"ref237","article-title":"Cervical Cancer Dataset"},{"key":"ref238","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2924467"},{"key":"ref239","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2999816"},{"key":"ref240","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00469-z"},{"key":"ref241","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104649"},{"key":"ref242","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-5997-6_27"},{"key":"ref243","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107070"},{"key":"ref244","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2023.e21388"},{"key":"ref245","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2023.e22324"},{"key":"ref246","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.106574"},{"key":"ref247","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102791"},{"year":"2023","key":"ref248","article-title":"CARNEIRO"},{"year":"2023","key":"ref249","article-title":"CARNEIRO"},{"key":"ref250","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2023.102756"},{"key":"ref251","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-024-18608-y"},{"key":"ref252","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2024.108147"},{"key":"ref253","doi-asserted-by":"publisher","DOI":"10.1002\/ima.23043"},{"key":"ref254","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111482"},{"key":"ref255","article-title":"CervixFuzzyFusion for cervical cancer cell image classification","volume":"85","author":"K. Hemalatha","year":"2023","journal-title":"Biomed. Signal Process. Control"},{"key":"ref256","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.107261"},{"key":"ref257","doi-asserted-by":"publisher","DOI":"10.3390\/bioengineering11070729"},{"key":"ref258","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.111201"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/11146282\/10925595.pdf?arnumber=10925595","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,2]],"date-time":"2025-09-02T05:00:51Z","timestamp":1756789251000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10925595\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":258,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tai.2025.3551669","relation":{},"ISSN":["2691-4581"],"issn-type":[{"type":"electronic","value":"2691-4581"}],"subject":[],"published":{"date-parts":[[2025,9]]}}}