Empirical Mode Decomposition-Based Deep Learning Model Development for Medical Imaging: Feasibility Study for Gastrointestinal Endoscopic Image Classification
Year: 2025
Type: article
Language: en
Topic: Machine Fault Diagnosis Techniques
Authors and affiliations:
raw_author_name: Mou Deb
raw_affiliation_strings: Bioinformatics and Computational Biology, University of Minnesota-Twin Cities, Minneapolis, MN 55455, USA
raw_author_name: Mrinal Kanti Dhar
raw_affiliation_strings: Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
raw_author_name: Poonguzhali Elangovan
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Keerthy Gopalakrishnan
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Divyanshi Sood
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Aaftab Sethi
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Sabah Afroze
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Sourav Bansal
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Aastha Goudel
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Charmy Parikh
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Avneet Kaur
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Swetha Rapolu
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Gianeshwaree Alias Rachna Panjwani
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Rabiah Aslam Ansari
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Naghmeh Asadimanesh
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Shiva Sankari Karuppiah
raw_affiliation_strings: Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Scott A. Helgeson
raw_affiliation_strings: Department of Critical Care Medicine and Division of Pulmonary Medicine, Mayo Clinic, Jacksonville, FL 32224, USA
Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA
raw_author_name: Venkata S. Akshintala
raw_affiliation_strings: Division of Gastroenterology & Hepatology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21287, USA
raw_author_name: Shivaram P. Arunachalam
raw_affiliation_strings: Department of Critical Care Medicine and Division of Pulmonary Medicine, Mayo Clinic, Jacksonville, FL 32224, USA
Digital Engineering & Artificial Intelligence Laboratory (DEAL), Mayo Clinic, Jacksonville, FL 32224, USA