Year : 2024
A deep learning-based illumination transform for devignetting photographs of dermatological lesions
Cite this Research Publication : Vipin Venugopal, Malaya Kumar Nath, Justin Joshep, M. Vipin Das, "A deep learning-based illumination transform for devignetting photographs of dermatological lesions", Image and Vision Computing Elsevier (IF - 4.7, indexed in SCI), vol. 142, February 2024. https://doi.org/10.1016/j.imavis.2024.104909
Publisher : Elsevier
Year : 2023
Hybrid convolutional neural networks with SVM classifier for classification of skin cancer
Cite this Research Publication : Duggani Keerthana, Vipin Venugopal, Malaya Kumar Nath, Madhusudan Mishra, "Hybrid convolutional neural networks with SVM classifier for classification of skin cancer", Biomedical Engineering Advances: Elsevier, vol. 5. June 2023. https://doi.org/10.1016/j.bea.2022.100069
Publisher : Elsevier
Year : 2023
A deep neural network using modified EfficientNet for skin cancer detection in dermoscopic images
Cite this Research Publication : Vipin Venugopal, Navin Infant Raj, Malaya Kumar Nath, Norton Stephen, "A deep neural network using modified EfficientNet for skin cancer detection in dermoscopic images", Decision Analytics Journal: Elsevier (indexed in Scopus), vol. 8, September 2023. https://doi.org/10.1016/j.dajour.2023.100278
Publisher : Elsevier
Year : 2022
An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesions
Cite this Research Publication : Vipin Venugopal, Justin Joshep, M. Vipin Das, Malaya Kumar Nath, "An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesions", Computer Methods and Programs in Biomedicine: Elsevier (IF - 6.1, indexed in SCI), vol. 222, July 2022. https://doi.org/10.1016/j.cmpb.2022.106935
Publisher : Elsevier
Year : 2022
DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-images
Cite this Research Publication : Vipin Venugopal, Justin Joshep, M. Vipin Das, Malaya Kumar Nath, "DTP-Net: A Convolutional Neural Network Model to Predict Threshold for Localizing the Lesions on Dermatological Macro-images", Computers in Biology and Medicine: Elsevier (IF - 7.7, indexed in SCI), vol. 148, September 2022.
Publisher : Elsevier