Version 1
: Received: 9 April 2020 / Approved: 16 April 2020 / Online: 16 April 2020 (12:38:42 CEST)
How to cite:
Rostami, S. Detecting Keratoconus Using Convolutional Neural Network on Smartphone. Preprints2020, 2020040271. https://doi.org/10.20944/preprints202004.0271.v1
Rostami, S. Detecting Keratoconus Using Convolutional Neural Network on Smartphone. Preprints 2020, 2020040271. https://doi.org/10.20944/preprints202004.0271.v1
Rostami, S. Detecting Keratoconus Using Convolutional Neural Network on Smartphone. Preprints2020, 2020040271. https://doi.org/10.20944/preprints202004.0271.v1
APA Style
Rostami, S. (2020). Detecting Keratoconus Using Convolutional Neural Network on Smartphone. Preprints. https://doi.org/10.20944/preprints202004.0271.v1
Chicago/Turabian Style
Rostami, S. 2020 "Detecting Keratoconus Using Convolutional Neural Network on Smartphone" Preprints. https://doi.org/10.20944/preprints202004.0271.v1
Abstract
Nowadays smartphone utilization for disease diagnosis and remote health care applications has become promising due to their ubiquity. Here, a novel convolutional neural network method for detecting keratoconus that is wholly implemented on a smartphone is proposed. The proposed method provides accurate detection of over 72.9% for all stages of keratoconus. Preliminary results indicate 90%, 83%, 64% and 52% detection rate for severe, advanced, moderate and mild stages of disease, respectively.
Computer Science and Mathematics, Computer Science
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Received:
23 September 2021
Commenter:
Parisa Forghani
The commenter has declared there is no conflict of interests.
Comment:
Hello,
I hope that everything is going well with you.
My name is Parisa Forghani, and I am interested in using the database you have used in this paper.
I am working in ARAS Lab, under the supervision of Dr. Hamid D. Taghirad. My work focuses on Artificial Intelligence ways to help Corneal Diseases like Keratoconus. Therefore, your dataset would be a great help. I assure you that I would include the proper reference if I used your data.
Commenter: Parisa Forghani
The commenter has declared there is no conflict of interests.
I hope that everything is going well with you.
My name is Parisa Forghani, and I am interested in using the database you have used in this paper.
I am working in ARAS Lab, under the supervision of Dr. Hamid D. Taghirad. My work focuses on Artificial Intelligence ways to help Corneal Diseases like Keratoconus. Therefore, your dataset would be a great help. I assure you that I would include the proper reference if I used your data.
Best regards,
Parisa.
aras.kntu.ac.ir scholar.google.com/citations?user=5O5cQHsAAAAJ&hl=en