Journal of imaging
Empirical Mode Decomposition-Based Deep Learning Model Development for Medical Imaging: Feasibility Study for Gastrointestinal Endoscopic Image Classification.
Mou Deb, Mrinal Kanti Dhar, Poonguzhali Elangovan, Keerthy Gopalakrishnan, Divyanshi Sood, Aaftab Sethi, Sabah Afroze, Sourav Bansal, Aastha Goudel, Charmy Parikh, Avneet Kaur, Swetha Rapolu, Gianeshwaree Alias Rachna Panjwani, Rabiah Aslam Ansari, Naghmeh Asadimanesh
Published: 202510.3390/jimaging12010004
Abstract
This study proposes a novel two-dimensional Empirical Mode Decomposition (2D EMD)-based deep learning framework to enhance model performance in multi-class image classification tasks and potential early detection of diseases in healthcare using medic…
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