Efficiency of Transfer Learning for Abnormality Detection using Colonoscopy Images: A Critical Analysis

Author:

Mohapatra Subhashree1,Pati Girish Kumar2,Swarnkar Tripti3

Affiliation:

1. Siksha O Anusandhan University,Department of Computer Science & Engineering,Bhubaneswar,India

2. Siksha O Anusandhan University,Institute of Medical Science and SUM Hospital,Department of Gastroenterology,Bhubaneswar,India

3. Siksha O Anusandhan University,Department of Computer Application,Bhubaneswar,India

Publisher

IEEE

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Severity Grading of Ulcerative Colitis Using Endoscopy Images: An Ensembled Deep Learning and Transfer Learning Approach;Journal of The Institution of Engineers (India): Series B;2024-06-25

2. Enhancing Gastrointestinal Diagnosis: CBAM-Integrated CNN for High-Precision Multi-Class Anatomical Landmark Identification;2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE);2024-02-22

3. Identification of Digestive Tract Abnormalities on Endoscopic Images;2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM);2023-11-15

4. Efficient Technique for Glioblastoma Multiforme Detection: Deep Learning or Transfer Learning;2023 IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC);2023-10-16

5. Photovoltaic Module Defects Classification Analysis Using ShuffleNet Architecture in Electroluminescence Images;2023 9th International Conference on Computer and Communication Engineering (ICCCE);2023-08-15

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