CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Implementing all in One Platform to Optimize the Blood Donation Chain

by Baladewa A.H.A.N., Madhuwanthi A.V.P., Pieris M.V.M., Vimukthi S.M.Y.R., Pradeepa Bandara, Pipuni Wijesiri
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 184 - Number 36
Year of Publication: 2022
Authors: Baladewa A.H.A.N., Madhuwanthi A.V.P., Pieris M.V.M., Vimukthi S.M.Y.R., Pradeepa Bandara, Pipuni Wijesiri
10.5120/ijca2022922455

Baladewa A.H.A.N., Madhuwanthi A.V.P., Pieris M.V.M., Vimukthi S.M.Y.R., Pradeepa Bandara, Pipuni Wijesiri . Implementing all in One Platform to Optimize the Blood Donation Chain. International Journal of Computer Applications. 184, 36 ( Nov 2022), 22-25. DOI=10.5120/ijca2022922455

@article{ 10.5120/ijca2022922455,
author = { Baladewa A.H.A.N., Madhuwanthi A.V.P., Pieris M.V.M., Vimukthi S.M.Y.R., Pradeepa Bandara, Pipuni Wijesiri },
title = { Implementing all in One Platform to Optimize the Blood Donation Chain },
journal = { International Journal of Computer Applications },
issue_date = { Nov 2022 },
volume = { 184 },
number = { 36 },
month = { Nov },
year = { 2022 },
issn = { 0975-8887 },
pages = { 22-25 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume184/number36/32549-2022922455/ },
doi = { 10.5120/ijca2022922455 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T01:23:18.250461+05:30
%A Baladewa A.H.A.N.
%A Madhuwanthi A.V.P.
%A Pieris M.V.M.
%A Vimukthi S.M.Y.R.
%A Pradeepa Bandara
%A Pipuni Wijesiri
%T Implementing all in One Platform to Optimize the Blood Donation Chain
%J International Journal of Computer Applications
%@ 0975-8887
%V 184
%N 36
%P 22-25
%D 2022
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Every second, someone needs donated blood or blood products to stay alive. So, the demand has to be filled with an efficient and optimized supply chain. Considering the importance of utilized communication tool between the blood donors, blood receivers, blood banks and blood donation campaigns organizers including the health services in Sri Lanka, a web based solution optimizing the blood donation chain was proceeded. In the system through the machine learning based implementations, all the users will be benefited to aware their eligibility on donating blood before a blood donation inputting their details while also get to know the upcoming monthly blood requirement of the country and get alerted on predicted requirements. Detection blood cells and analyze percentages is another function accomplished through the system along with a specified chat bot to assist the blood donors and campaign organizers for the blood donation process. The system's ultimate goal is to eliminate the time-consuming communication barrier by connecting the responding parties and facilitating awareness of the blood donation procedure.

References
  1. National Blood Transfusion Service : 2022.[Online].Available: http://www.nbts.health.gov.lk/
  2. C. J. N. J. S. S. Divya Madhu, "A novel approach for medica assistance using trained chatbot," in International Conference on Inventive Communication andComputational Technologies (ICICCT), 2017.
  3. S. A. N. H. HameedullahKazi, "Effect of Chatbot Systems on Student’s Learning Outcomes," SYLWAN, 2019.
  4. BORKAN, "www.blog.casper.com," 21 september 2016. [Online]. Available: https://blog.casper.com/meet-insomnobot-3000/.
  5. Dr.J.Shanthini,SanthoshiA,Manjula T, Pavithra R,” Computer Aided Emergency Service System”, IJIRT, National Conference on Networks, Intelligence and Computing Systems,March 2017.
  6. Ramesh S Patil, Sagar Mhetre, Madhavi Rayate, A GafoorKarache,”Analysis of Blood Donor Deferral causes in Solapur district”,International Journal of Biological & Medical Research, nt J Biol Med Res,2014
  7. Javed Akhtar Khan and M.R. Alony ,”A New Concept of Blood Bank Management System using Cloud Computing for Rural Area (INDIA)”, International Journal of Electrical, Electronics and Computer Engineering,2015
  8. Sarrafzadeh, O., Dehnavi, A.M., Rabbani, H., et al.,: ‘Circlet based framework for red blood cells segmentation and counting’. IEEE Workshop on Signal Processing Systems, December 2015
  9. Acharjee, S., Chakrabartty, S., Alam, M.I., et al.,: ‘A semiautomated approach using GUI for the detection of red blood cells’. Proc. Int. Conf. on Electrical, Electronics, and Optimization Techniques, 2016, pp. 525– 529
  10. Zhao, J., Zhang, M., Zhou, Z., et al.,:‘Automation detection and classification of leukocytes using convolutional neural networks’, Med. Biol. Eng. Comput., 2017, 55, (8), pp. 1287– 1301
  11. R.s. Ali, T.F.Hafez, A.B.Ali and N.Abd-Alsabour, “Blood Bag: A web application to manage allblood donation and transfution process,”2017 International Conference on Wireless Communications, Signal Processing and Networking(WiSPNET),2017,pp.2125-2130,doi: 10.1109/WiSPNET.2017.83001
  12. Domingos DC, Lima LF, Messias TF, Feijo JV, Diniz AA, Soares HB. Blood hero: An application for encouraging the blood donation by applying gamification. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:5624-5627. doi: 10.1109/EMBC.2016.7592002. PMID: 28269530.
  13. P. KIRCI, S. AKTAS and B. SEVINC, "Analyzing Blood Donation probabilities and number of possible donors," 2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), 2020, pp. 1-4, doi: 10.1109/HORA49412.2020.9152872.
  14. W. B. Zulfikar, Y. A. Gerhana and A. F. Rahmania, "An Approach to Classify Eligibility Blood Donors Using Decision Tree and Naive Bayes Classifier," 2018 6th International Conference on Cyber and IT Service Management (CITSM), 2018, pp. 1-5, doi: 10.1109/CITSM.2018.8674353.
Index Terms

Computer Science
Information Sciences

Keywords

Blood donation Machine learning Donors

Powered by PhDFocusTM