1 publication

• Published Subscription Review Article 4 Feb 2025

  Interpretable Skin Cancer Detection via Optimized CNN Models for Smart Healthcare Solutions

  By Gajendra Kumar Deshmukh, Satyam Jadhav, Aditya Kadam, Sumit Aware, Twinkle Shukla

  Abstract: Skin cancer is a common and potentially life-threatening condition, highlighting the importance of reliable and efficient diagnostic techniques. Recently, convolutional neural networks (CNNs) have demonstrated significant potential in automating the classification of skin cancer using thermoscopic images. Despite these advancements, the lack of interpretability in these models poses a barrier to their widespread use in clinical settings. In this study, we propose an interpretable CNN architecture optimized for skin cancer …

  Published in Research & Reviews: A Journal of Bioinformatics · Vol. 12, Issue 1, 2025 · pp. 41–45 Read article →