Page 163 - Emerging Trends and Innovations in Web-Based Applications and Technologies
P. 163

International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
             VIII.   REFERENCES                                 [9]   Rajpurkar,  P.,  Irvin,  J.,  Zhu,  K.,  Yang,  B.,  Mehta,  H.,
             [1]   Usha Kosarkar, Gopal Sakarkar, Shilpa Gedam (2022),   Duan, T., ... & Ng, A. Y. (2017). CheXNet: Radiologist-
                  “An Analytical Perspective on Various Deep Learning   level pneumonia detection on chest X-rays with deep
                  Techniques for Deepfake Detection”, 1st International   learning. arXiv preprint arXiv:1711.05225
                  Conference  on  Artificial  Intelligence  and  Big  Data   [10]   Divya Jain (2020). Chronic Disease Prediction using
                  Analytics (ICAIBDA), 10th & 11th June 2022, 2456-  Machine Learning. The Northcap University (Formerly
                  3463,     Volume      7,     PP.     25-30,        ITM    University,   Gurgaon).   Available   at:
                  https://doi.org/10.46335/IJIES.2022.7.8.5
                                                                     Shodhganga@INFLIBNET.
             [2]   Usha Kosarkar, Gopal Sakarkar, Shilpa Gedam (2022),   [11]
                  “Revealing  and  Classification  of  Deepfakes  Videos   Rakibul Islam, Azrin Sultana, & Mohammad Rashedul
                                                                     Islam (2024).  A  comprehensive review  for chronic
                  Images  using  a  Customize  Convolution  Neural
                                                                     disease prediction using machine learning algorithms.
                  Network  Model”,  International  Conference  on
                                                                     Journal  of  Electrical  Systems  and  Information
                  Machine Learning and Data Engineering (ICMLDE),
                                                                     Technology,  11,  Article  number:  27.  Available  at:
                  7th & 8th September 2022, 2636-2652, Volume 218,
                                                                     SpringerOpen.
                  PP.                              2636-2652,
                  https://doi.org/10.1016/j.procs.2023.01.237   [12]   Shaofu Lin, Shiwei Zhou, Han Jiao, Mengzhen Wang,
             [3]   Usha Kosarkar, Gopal Sakarkar (2023), “Unmasking   Haokang Yan, Peng Dou, & Jianhui Chen (2025). CDR-
                  Deep Fakes: Advancements, Challenges, and Ethical   Detector:  a  chronic  disease  risk  prediction  model
                                                                     combining  pre-training  with  deep  reinforcement
                  Considerations”,  4th  International  Conference  on
                                                                     learning. Complex & Intelligent Systems, 11, Article
                  Electrical and Electronics Engineering (ICEEE),19th &
                  20th August 2023, 978-981-99-8661-3, Volume 1115,   number: 104
                  PP. 249-262, https://doi.org/10.1007/978-981-99-  [13]   Usha Kosarkar, Gopal Sakarkar, Shilpa Gedam (2022),
                  8661-3_19                                          “An Analytical Perspective on Various Deep Learning
                                                                                                    st
             [4]   Usha Kosarkar, Gopal Sakarkar, Shilpa Gedam (2021),   Techniques for Deepfake Detection”, 1  International
                  “Deepfakes, a threat to society”, International Journal   Conference  on  Artificial  Intelligence  and  Big  Data
                                                                                         th
                                                                                               th
                  of  Scientific  Research  in  Science  and  Technology   Analytics  (ICAIBDA),  10   &  11   June  2022,  2456-
                  (IJSRST), 13th October 2021, 2395-602X, Volume 9,   3463,    Volume      7,     PP.     25-30,
                  Issue        6,       PP.        1132-1140,        https://doi.org/10.46335/IJIES.2022.7.8.5
                  https://ijsrst.com/IJSRST219682              [14]   Usha Kosarkar, Gopal Sakarkar, Shilpa Gedam (2022),
             [5]   Islam,  R.,  Sultana,  A.,  &  Islam,  M.  R.  (2024).  A   “Revealing  and  Classification  of  Deepfakes  Videos
                  comprehensive review for chronic disease prediction   Images  using  a  Customize  Convolution  Neural
                                                                     Network Model”, International Conference on Machine
                  using  machine  learning  algorithms.  Journal  of   Learning and  Data Engineering (ICMLDE), 7   & 8
                                                                                                         th
                                                                                                              th
                  Electrical Systems and Information Technology, 11,   September 2022, 2636-2652, Volume 218, PP. 2636-
                  27.
                                                                     2652, https://doi.org/10.1016/j.procs.2023.01.237
             [6]   Lin, S., Zhou, S., Jiao, H., Wang, M., Yan, H., Dou, P., &   [15]
                  Chen, J. (2025). CDR-Detector: a chronic disease risk   Usha Kosarkar, Gopal Sakarkar (2023), “Unmasking
                                                                     Deep Fakes: Advancements, Challenges, and Ethical
                  prediction model combining pre-training with deep
                                                                                     th
                                                                     Considerations”,  4   International  Conference  on
                  reinforcement  learning.  Complex  &  Intelligent
                                                                                                             th
                                                                     Electrical and Electronics Engineering (ICEEE),19  &
                  Systems, 11, 104.
                                                                       th
                                                                     20  August 2023, 978-981-99-8661-3, Volume 1115,
             [7]   Cong, X., Song, S., Li, Y., Song, K., MacLeod, C., Cheng, Y.,   PP. 249-262, https://doi.org/10.1007/978-981-99-
                  ... & Li, L. (2024). Comparison of models to predict   8661-3_19
                  incident  chronic  liver  disease:  a  systematic  review   [16]
                  and  external  validation  in  Chinese  adults.  BMC   Usha Kosarkar, Gopal Sakarkar, Shilpa Gedam (2021),
                                                                     “Deepfakes, a threat to society”, International Journal
                  Medicine, 22, 601.
                                                                     of  Scientific  Research  in  Science  and  Technology
             [8]   Esteva, A., Kuprel, B., Novoa, R. A., Ko, J., Swetter, S. M.,   (IJSRST), 13  October 2021, 2395-602X, Volume 9,
                                                                               th
                  Blau, H. M., & Thrun, S. (2017). Dermatologist-level   Issue    6,       PP.        1132-1140,
                  classification  of  skin  cancer  with  deep  neural   https://ijsrst.com/IJSRST219682
                  networks. Nature, 542(7639), 115-118.















             IJTSRD | Special Issue on Emerging Trends and Innovations in Web-Based Applications and Technologies   Page 153
   158   159   160   161   162   163   164   165   166   167   168