Large-Scale Analysis of Medical Image Metadata | Elijah Chileshe | Talks | Data Mining Seminars

Elijah Chileshe gave a talk titled "Large-Scale Analysis of Medical Image Metadata" on May 8, 2024, at 17H30 GMT+2.
This talk is part of a series of seminars organised as part of the "CSC 5741: Data Mining and Warehousing" [1] postgraduate course in the Department of Computer Science [2] at The University of Zambia [3]
Video Timeline
00:00:00 Talk Overview
00:00:28 Presentation Outline
00:00:48 Enterprise Medical Imaging Project
00:02:02 Radiological Workflow
00:03:15 Large Scale Analysis of Medical Image DICOM Metadata
00:04:02 Medical Imaging Role in Healthcare
00:04:50 Methodology
00:06:34 CRIS-DM: Business Understanding
00:08:23 Medical Imaging Modalities
00:08:46 CRISP-DM: Data Understanding
00:10:24 CRISP-DM: Data Preparation
00:12:25 CRISP-DM: Modeling
00:12:56 CRISP-DM: Evaluation
00:13:20 CRISP-DM: Deployment
00:14:30 Conclusion
Title of Talk
Large-Scale Analysis of Medical Image Metadata
Abstract
In this presentation, I will share insights from a study conducted as part of the Enterprise Medical Imaging in Zambia (EMIZ) Project, centered in the Radiology Department of The University Teaching Hospitals (UTHs) in Zambia. Our assessment focuses on DICOM compliance in medical images, with a detailed outline of our analysis stages. The findings gathered can serve as a foundation for establishing guidelines that specify mandatory DICOM elements, ultimately enhancing medical imaging practices
Biography
Elijah Chileshe [2, 3] is a Research Student at The University of Zambia, focusing on the Enterprise Medical Imaging Project in Zambia. Additionally, he works as a Full-Stack Developer at QualiKeeper Investments Limited. Previously, Elijah served as a tutor at The University of Zambia, teaching courses in Software Engineering, Project Management, Computational Mathematics, Database and Web Technologies, and Mobile Applications and Development. He completed his Postgraduate Diploma in Computer Science from The University of Zambia in 2023, following his Bachelor's Degree in Information and Communication Technologies with Education, obtained in 2022.
[1] emi.org.zm
[2] emi.org.zm/user/4
[3] datalab.unza.zm/index.php/peo...