Ms. Tochi Oguguo Profile

Tochi Oguguo

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Publications (2)

Proceedings Article | 2 April 2024 Presentation + Paper

Cleaning and harmonizing medical image data for reliable AI: Lessons learned from longitudinal oral cancer natural history study data

Zhiyun Xue, Tochi Oguguo, Kelly Yu, Tseng-Cheng Chen, Chun-Hung Hua, Chung Jan Kang, Chih-Yen Chien, Ming-Hsui Tsai, Cheng-Ping Wang, Anil Chaturvedi, Sameer Antani

Proceedings Volume 12931, 129310E (2024) https://doi.org/10.1117/12.3005875

KEYWORDS: Machine learning, Mouth, Cancer, Medical imaging, Deep learning, Data corrections, Quality control

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Proceedings Article | 4 April 2022 Presentation + Paper

Open-world active learning for echocardiography view classification

Ghada Zamzmi, Tochi Oguguo, Sivaramakrishnan Rajaraman, Sameer Antani

Proceedings Volume 12033, 120330J (2022) https://doi.org/10.1117/12.2612578

KEYWORDS: Echocardiography, Image classification, Doppler effect, Video, Visualization, Library classification systems, Data modeling, Matrices, Machine learning, Heart

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