{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:21:38Z","timestamp":1771467698173,"version":"3.50.1"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030453848","type":"print"},{"value":"9783030453855","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-45385-5_65","type":"book-chapter","created":{"date-parts":[[2020,5,27]],"date-time":"2020-05-27T12:13:38Z","timestamp":1590581618000},"page":"727-738","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Blood Cell Types Classification Using CNN"],"prefix":"10.1007","author":[{"given":"Ishpreet","family":"Singh","sequence":"first","affiliation":[]},{"given":"Narinder Pal","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Harnoor","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Saharsh","family":"Bawankar","sequence":"additional","affiliation":[]},{"given":"Alioune","family":"Ngom","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,4,30]]},"reference":[{"key":"65_CR1","volume-title":"Human Biology and Health","author":"A Maton","year":"1993","unstructured":"Maton, A.: Human Biology and Health. Prentice Hall, Englewood Cliffs (1993)"},{"key":"65_CR2","first-page":"398","volume-title":"Exploring Medical Language: A Student-Directed Approach","author":"M LaFleur-Brooks","year":"2008","unstructured":"LaFleur-Brooks, M.: Exploring Medical Language: A Student-Directed Approach, 7th edn, p. 398. Mosby Elsevier, St. Louis Missouri (2008). ISBN 978-0-323-04950-4","edition":"7"},{"key":"65_CR3","first-page":"1367","volume-title":"Molecular Biology of the Cell","author":"B Alberts","year":"2002","unstructured":"Alberts, B., Johnson, A., Lewis, J., Raff, M., Roberts, K., Walter, P.: Molecular Biology of the Cell, p. 1367. Garland Science, New York (2002)"},{"key":"65_CR4","unstructured":"Kampbell, N.A.: Biology. Benjamin Cummings, San Francisco (n.d.)"},{"key":"65_CR5","unstructured":"NCI Dictionary of Cancer Terms (n.d.). \nhttps:\/\/www.cancer.gov\/publications\/dictionaries\/cancer-terms\/"},{"key":"65_CR6","doi-asserted-by":"crossref","unstructured":"Macawile, M.J., Quinones, V.V., Ballado, A., Cruz, J.D., Caya, M.V.: White blood cell classification and counting using convolutional neural network. In: 2018 3rd International Conference on Control and Robotics Engineering (ICCRE) (2018)","DOI":"10.1109\/ICCRE.2018.8376476"},{"key":"65_CR7","doi-asserted-by":"crossref","unstructured":"Al-Dulaimi, K., Chandran, V., Banks, J., Tomeo-Reyes, I., Nguyen, K.: Classification of white blood cells using bispectral invariant features of nuclei shape. In: 2018 Digital Image Computing: Techniques and Applications (DICTA) (2018)","DOI":"10.1109\/DICTA.2018.8615762"},{"key":"65_CR8","unstructured":"Dertat, A.: Applied Deep Learning - Part 4: Convolutional Neural Networks, Medium, 13 November 2017. \nhttps:\/\/towardsdatascience.com\/applied-deep-learning-part-4-convolutional-neural-networks-584bc134c1e2"},{"key":"65_CR9","unstructured":"Prabhu: Understanding of Convolutional Neural Network (CNN) - Deep Learning, Medium, 21 November 2019. \nhttps:\/\/medium.com\/@RaghavPrabhu\/understanding-of-convolutional-neural-network-cnn-deep-learning-99760835f148"},{"key":"65_CR10","unstructured":"Dernoncourt, F.: What is batch size in neural network? Cross Validated, 01 June 1965. \nhttps:\/\/stats.stackexchange.com\/questions\/153531\/what-is-batchsize-in-neural-network"},{"key":"65_CR11","unstructured":"Daniel: What\u2019s is the difference between train, validation and test set, in neural networks? Stack Overflow, 01 July 1960. \nhttps:\/\/stackoverflow.com\/questions\/2976452\/whats-is-the-difference-between-train-validation-and-test-set-in-neural-netwo"},{"key":"65_CR12","unstructured":"LNCS Home Page. \nhttp:\/\/www.springer.com\/lncs\n\n. Accessed 4 Oct 2017"},{"key":"65_CR13","unstructured":"A Comprehensive Guide to Convolutional Neural Networks - the ELI5 way. \nhttps:\/\/towardsdatascience.com\/a-comprehensive-guide-to-convolutional-neural-networks-the-eli5-way-3bd2b1164a53\n\n. Accessed 17 Dec 2018"},{"key":"65_CR14","unstructured":"ReLU. \nhttps:\/\/www.tinymind.com\/learn\/terms\/relu\n\n. Accessed 30 Oct 2017"},{"key":"65_CR15","doi-asserted-by":"publisher","unstructured":"Di Ruberto, C., Putzu, L.: Accurate blood cells segmentation through intuitionistic fuzzy set threshold. In: 2014 Tenth International Conference on Signal-Image Technology and Internet-Based Systems, pp. 57\u201364, November 2014. \nhttps:\/\/doi.org\/10.1109\/SITIS.2014.43","DOI":"10.1109\/SITIS.2014.43"},{"key":"65_CR16","unstructured":"Blood Cell Images. \nhttps:\/\/www.kaggle.com\/paultimothymooney\/blood-cells\n\n. Accessed 21 Apr 2018"},{"issue":"1","key":"65_CR17","first-page":"1929","volume":"15","author":"N Srivastava","year":"2014","unstructured":"Srivastava, N., Hinton, G., Krizhevsky, A., Sutskever, I., Salakhutdinov, R.: Dropout: a simple way to prevent neural networks from overfitting. J. Mach. Learn. Res. 15(1), 1929\u20131958 (2014)","journal-title":"J. Mach. Learn. Res."}],"container-title":["Lecture Notes in Computer Science","Bioinformatics and Biomedical Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-45385-5_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,27]],"date-time":"2020-05-27T12:19:25Z","timestamp":1590581965000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-45385-5_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030453848","9783030453855"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-45385-5_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"30 April 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWBBIO","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Work-Conference on Bioinformatics and Biomedical Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Granada","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 May 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 May 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwbbio2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iwbbio.ugr.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}