Deep Learning in Medical Applications: Lesion Segmentation in Skin Cancer Images Using Modified and Improved Encoder-Decoder Architecture. - Ranpreet Kaur; Hamid Gholamhosseini; Roopak Sinha (ISGV, 2021)

Synthetic Images Generation Using Conditional Generative Adversarial Network for Skin Cancer Classification. - Ranpreet Kaur; Hamid Gholamhosseini; Roopak Sinha (TENCON, 2021)

Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images. - Ranpreet Kaur; Hamid Gholamhosseini; Roopak Sinha; Maria Lindén (BMC Medical Imaging, 2022)

Hairlines removal and low contrast enhancement of melanoma skin images using convolutional neural network with aggregation of contextual information. - Ranpreet Kaur; Hamid Gholamhosseini; Roopak Sinha (Biomed. Signal Process. Control., 2022)

Skin lesion segmentation using an improved framework of encoder-decoder based convolutional neural network. - Ranpreet Kaur; Hamid Gholam Hosseini; Roopak Sinha (Int. J. Imaging Syst. Technol., 2022)

Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images. - Ranpreet Kaur; Hamid Gholamhosseini; Roopak Sinha; Maria Lindén (Sensors, 2022)

Analyzing the Impact of Image Denoising and Segmentation on Melanoma Classification Using Convolutional Neural Networks. - Ranpreet Kaur; Hamid Gholamhosseini (EMBC, 2023)

Multi-Class Classification of Melanoma on an Edge Device. - Aser Ashraf Ali; Radwa Essam Taha; Ranpreet Kaur; Shereen Moataz Afifi (ICM, 2023)

Deep Learning Model with Atrous Convolutions for Improving Skin Cancer Classification. - Ranpreet Kaur; Hamid Gholamhosseini (PSIVT, 2023)

Melanoma Classification Using Deep Learning. - Yehia Mousa; Radwa Essam Taha; Ranpreet Kaur; Shereen Moataz Afifi (PSIVT, 2023)

Lesion Segmentation in Skin Cancer Images using Fusion Model via Deep Learning Networks. - Ranpreet Kaur; Hamid Gholam Hosseini; Nada Hegazy; Radwa Essam Taha; Shereen Afifi (EMBC, 2024)

Deep Learning-Powered Mobile Application For Early Skin Cancer Detection. - Shereen Moataz Afifi; Ranpreet Kaur; Hamid Gholamhosseini; Omar Azzam; Radwa Essam Taha (ISCMI, 2024)

Development of Mobile Application for Skin Cancer Detection Using Deep Learning Models. - Ranpreet Kaur; Hamid Gholam Hosseini; Paula Iskander; Radwa Essam Taha; Shereen Afifi (ISCMI, 2024)