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A number of morphological parameters are measured for each of the 1450 cell nuclei (from 10 woman subjects) imaged in this study. The principal component analysis (PCA) methodology applied to this data shows that the cell image clustering performance improves significantly when brightfield as well as phase information is utilized for PCA as compared to when brightfield\u2010only information is used. The results point to the feasibility of an image\u2010based tool that will be able to mark suspicious cells for further examination by the pathologist. More importantly, our results suggest that the information in quantitative phase images of cells that is typically not used in clinical practice is valuable for automated cell classification applications in general.<\/jats:p><jats:p><jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/jbio201800409-gra-0001.png\" xlink:title=\"image\"\/><\/jats:p>","DOI":"10.1002\/jbio.201800409","type":"journal-article","created":{"date-parts":[[2019,4,2]],"date-time":"2019-04-02T07:05:40Z","timestamp":1554188740000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Unsupervised organization of cervical cells using bright\u2010field and single\u2010shot digital holographic microscopy"],"prefix":"10.1002","volume":"12","author":[{"given":"Jyoti","family":"Mangal","sequence":"first","affiliation":[{"name":"Department of Physics Indian Institute of Technology Delhi  New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rashi","family":"Monga","sequence":"additional","affiliation":[{"name":"Department of Physics Indian Institute of Technology Delhi  New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandeep R.","family":"Mathur","sequence":"additional","affiliation":[{"name":"Department of Pathology All India Institute of Medical Sciences  New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Amit K.","family":"Dinda","sequence":"additional","affiliation":[{"name":"Department of Pathology All India Institute of Medical Sciences  New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joby","family":"Joseph","sequence":"additional","affiliation":[{"name":"Department of Physics Indian Institute of Technology Delhi  New Delhi India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarita","family":"Ahlawat","sequence":"additional","affiliation":[{"name":"Phase Laboratories Pvt. 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