O’pka saratoni kasalligini aniqlashda cnn algoritm Маткурбонова Маржон


O’pka saratonini aniqlashda saralab olingan informativ belgilar va ularning algoritmi



Download 0,6 Mb.
bet2/2
Sana01.01.2022
Hajmi0,6 Mb.
#286968
1   2
O’pka saratonini aniqlashda saralab olingan informativ belgilar va ularning algoritmi.

Quyida informativ belgilar sifatida K1 hamda K2 sinflarni tanlab oldik va har bir sinf obyektini x1, x2, x3, x4 … kabi belgilarni ajratib oldik, bunda bizga: x1-allergiya, x2-astma, x3-surunkali bronxial naychalar kasalligi, x4-halqumning sovuq natijasida ishib ketishi, x5-bronxit… kabi bir qancha informativ belgilar majmuasini tuzib olamiz…

Bizda belgilarimiz soni: x = (x1, x2, x3, x4, x5, x6, … xn) gacha holatda belgilaymiz:

N→l, ˄ = {0,1}

{x1, x2, x3, x4, x5, x6}



R(A) → K, K, K++

Foydalanilgan adabiyotlar ro’yhati:

  1. V. Krishnaiah, G. Narsimha, & N. Subhash Chandra, A study on clinical prediction using Data Mining techniques, International Journal of Computer Science Engineering and Information Technology Research (IJCSEITR) ISSN 2249-6831 Vol. 3, Issue 1, 239 248, March 2013

  2. Nada Lavrac, BlažZupan, "Data Mining in Medicine" in Data Mining and Knowledge Discovery Handbook, 2005

  3. Soni J, Ansari U, Sharma D, "Predictive Data Mining for Medical Diagnosis: An Overview of Heart Disease Prediction", International Journal of Computer Applications (0975 – 8887), Volume 17– No.8, March 2011

  4. O. Mary K, Mat, “Applications of Data Mining Techniques to Healthcare Data”, Infection Control and Hospital Epidemiology, August 2004

  5. Hian Chye K, Gerald T, Data mining applications in healthcare, Journal of healthcare information management: JHIM.19 (2): 64-72, (2005)

  6. M. Ridinger, “American Healthways uses SAS to improve patient care”, DM Review, vol. 12, no.139, 2002

  7. Data mining techniques for medical Data: a review Subhash Chandra Pandey Computer Science & Engineering Department Birla Institute of Technology, Ranchi -Allahabad Campus Naini, Allahabad (UP), India

  8. Emina Alickovic and Abdulhamit Subasi, Data Mining Techniques for Medical Data Classification, The International Arab Conference on Information Technology (ACIT),2011

  9. Sebe N., Ira Cohen, Ashutosh Garg and Thomas Huang S. "Machine Learning in Computer Vision", Springer, Netherlands, pp. 130-133, 2005



  10. https://www.geeksforgeeks.org/pattern-recognition-introduction

  11. Pattern recognition principles Julius T. Tou, Rafael C. Gonzalez

  12. From Bayes' Theorem to Pattern Recognition via Bayes' Rule A slecture by Varun Vasudevan Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin.

  13. Wikipedia

  14. https://towardsdatascience.com/medical-diagnosis-with-a-convolutional-neural-network

  15. https://www.premierhealth.com/your-health/articles/women-wisdom-wellness-/6-symptoms-that-can-signal-lung-disease

  16. Hinton G. E., Osindero S., Teh Y. W. A fast learning algorithm for deep belief nets. Neural Computation. 2006;18(7):1527–1554. doi: 10.1162/neco.2006.18.7.1527. [PubMed] [CrossRef] [Google Scholar]

Download 0,6 Mb.

Do'stlaringiz bilan baham:
1   2




Ma'lumotlar bazasi mualliflik huquqi bilan himoyalangan ©www.hozir.org 2024
ma'muriyatiga murojaat qiling

kiriting | ro'yxatdan o'tish
    Bosh sahifa
юртда тантана
Боғда битган
Бугун юртда
Эшитганлар жилманглар
Эшитмадим деманглар
битган бодомлар
Yangiariq tumani
qitish marakazi
Raqamli texnologiyalar
ilishida muhokamadan
tasdiqqa tavsiya
tavsiya etilgan
iqtisodiyot kafedrasi
steiermarkischen landesregierung
asarlaringizni yuboring
o'zingizning asarlaringizni
Iltimos faqat
faqat o'zingizning
steierm rkischen
landesregierung fachabteilung
rkischen landesregierung
hamshira loyihasi
loyihasi mavsum
faolyatining oqibatlari
asosiy adabiyotlar
fakulteti ahborot
ahborot havfsizligi
havfsizligi kafedrasi
fanidan bo’yicha
fakulteti iqtisodiyot
boshqaruv fakulteti
chiqarishda boshqaruv
ishlab chiqarishda
iqtisodiyot fakultet
multiservis tarmoqlari
fanidan asosiy
Uzbek fanidan
mavzulari potok
asosidagi multiservis
'aliyyil a'ziym
billahil 'aliyyil
illaa billahil
quvvata illaa
falah' deganida
Kompyuter savodxonligi
bo’yicha mustaqil
'alal falah'
Hayya 'alal
'alas soloh
Hayya 'alas
mavsum boyicha


yuklab olish