· Springer Nature (New York, US) - Reviewer - 19 January, 2025 11 February, 2025 SNCS-D-24-03058 Original Research A Hybrid Approach for Enhancing Lung Cancer Detection usng FbAC-NET and Bi-LRCN, USA 2025

· Springer Nature (New York, US) - Reviewer - 14 January, 2025 13 February, 2025 SNCS-D-24-09762 Original Research Prediction of Responsivity for Organic Tin Based Perovskites, USA 2025

· Springer Nature (New York, US) - Reviewer - 10 November, 2024 - 5 December, 2024 - SNCS-D-24-06370 - Original Research - Artificial Intelligence computing based on Healthcare monitoring and diagnostic model for holistic environment, USA 2024

· Springer Nature (New York, US) - Reviewer - 23 October, 2024 - 25 November, 2024 - SNCS-D-24-06361 - Original Research - Harnessing Machine Learning for Next-Generation Acute Coronary Syndrome Predictions, USA 2024

· Springer Nature (New York, US) - Reviewer - 30 September, 2024 - 11 October, 2024 - SNCS-D-24-06368 - Original Research - Automated Skin cancer detection with time consuming feasibility for healthcare, USA 2024

· Springer Nature (New York, US) - Reviewer - 10 July, 2024 - 24 July, 2024 - SNCS-D-24-04223 - Original Research - Chest X-Ray medical diagnosis via model compression by distilling the knowledge from self-supervised model, USA 2024

· Springer Nature (New York, US) - Reviewer - 4 July, 2024 - 24 July, 2024 - SNCS-D-24-05366 - Original Research - Developed a Machine Learning and Deep Learning Model for 5G MIMO Data Based Beam Selection and Intelligent Network Analytics, USA 2024