ISSN 2394-5125
 

Research Article 


HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade.

Abstract
Traditionally, the method of detection and prediction of diseases like lung cancer, skin cancer, breast cancer, and Alzheimer's disease was lengthy and time consuming. It is observed that, over the world a majority of the population is suffering from these diseases and many deaths occur due to the same. So, to make this detection and prediction process quick, accurate and efficient, various modern techniques like machine learning, deep learning ,etc. can be applied. In various learning techniques, the model to be created must be created from scratch. But, in order to avoid model creation from scratch and training a large number of images, we make use of the method called transfer learning. This method can provide early detection along with greater accuracy in prediction of diseases mentioned above. So, a detailed review of breast cancer, lung cancer, skin cancer and Alzheimer‘s disease using transfer learning is given in this paper

Key words: breast cancer, lung cancer, skin cancer and Alzheimer‘s


 
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How to Cite this Article
Pubmed Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade. HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING. JCR. 2020; 7(19): 1171-1194. doi:10.31838/jcr.07.19.146


Web Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade. HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING. http://www.jcreview.com/?mno=104122 [Access: September 15, 2020]. doi:10.31838/jcr.07.19.146


AMA (American Medical Association) Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade. HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING. JCR. 2020; 7(19): 1171-1194. doi:10.31838/jcr.07.19.146



Vancouver/ICMJE Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade. HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING. JCR. (2020), [cited September 15, 2020]; 7(19): 1171-1194. doi:10.31838/jcr.07.19.146



Harvard Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade (2020) HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING. JCR, 7 (19), 1171-1194. doi:10.31838/jcr.07.19.146



Turabian Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade. 2020. HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING. Journal of Critical Reviews, 7 (19), 1171-1194. doi:10.31838/jcr.07.19.146



Chicago Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade. "HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING." Journal of Critical Reviews 7 (2020), 1171-1194. doi:10.31838/jcr.07.19.146



MLA (The Modern Language Association) Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade. "HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING." Journal of Critical Reviews 7.19 (2020), 1171-1194. Print. doi:10.31838/jcr.07.19.146



APA (American Psychological Association) Style

Pragati Janjal, Dr.Swati Shinde, Gauri Pawar, Rutuja Rashinkar, Swapnil Rokade (2020) HEALTH CARE DIAGNOSIS USING TRANSFER LEARNING. Journal of Critical Reviews, 7 (19), 1171-1194. doi:10.31838/jcr.07.19.146