Multipage Medical Document Classification of Printed and Scanned Pages Using Machine Learning Algorithms
Year: 2025
Type: article
Abstract: 1. Guo F, Wu T, Jin X (2020) An Efficient Method Based on Region-adjacent Embedding for Text Classification of Chinese Electronic Medical Records. Proceedings - 2020 5th International Conference on Computational Intelligence and Applications, ICCIA 183-187. 2. Lee CH, Wang C, Fan X, Li F, Chen CH (2023) Artificial intelligence-enabled digital transformation in elderly healthcare field: Scoping review Adv Eng Inform 55: 1474-0346. 3. Obaido G, Mienye ID, Egbelowo OF, Emmanuel ID, Ogunleye A, et al. (2024) Supervised machine learning in drug discovery and development: Algorithms, applications, challenges, and prospects Mach Learn Appl 17: 2666-8270, 4. Lesley U, Kuratomi Hernández A (2024) Improving XAI explanations for clinical decision-making – Physicians’ perspective on local explanations in healthcare Lecture notes in computer science, 0302-9743, 9783031665349, Springer Nature Switzerland 296-312. 5. Khalifa M, Albadawy M (2024) AI in diagnostic imaging: Revolutionising accuracy and efficiency Comput Methods Programs Biomed Update 5: 2666-9900 6. Lu SC, Swisher CL, Chung C, Jaffray D, Sidey Gibbons C (2023) On the importance of interpretable machine learning predictions to inform clinical decision making in oncology Front Oncol 10.3389/fonc.2023.1129380Google Scholar.7. Hulsen T (2023) Explainable artificial intelligence (XAI): Concepts and challenges in healthcare AI 4: 652-666. 8. Heath Goodrum, Kirk Roberts, Elmer V (2020) Bernstam Automatic classification of scanned electronic health record documents https://www.sciencedirect.com/science/article/abs/pii/S1386505620309977, https://www.researchgate.net/publication/387290255_Medical_Document_Classification_using_NLP_Techniques.9. Al Doulat A, Obaidat I, Lee M (2019) Unstructured medical text classification using linguistic analysis: A supervised deep learning approach. Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, 2019-Novem 1-7. 10. Aldhoayan M, Zhou L (2016) An accurate and customizable text classification algorithm: Two applications in healthcare. 2016 IEEE 6th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2016. https://ieeexplore.ieee.org/document/7802778/metrics#metrics. 11. Hughes M, Li I, Kotoulas S, Suzumura T (2017) Medical Text Classification Using Convolutional Neural Networks. Studies in Health Technology and Informatics 235: 246-250.
Source: Journal of Media & Management
Author: Shreedhar Deshmukh
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4413291583