no code implementations • 1 Apr 2023 • Hong Hui Yeoh, Andrea Liew, Raphaël Phan, Fredrik Strand, Kartini Rahmat, Tuong Linh Nguyen, John L. Hopper, Maxine Tan
Sequential screening mammograms can provide important spatiotemporal information about changes in breast tissue over time.
no code implementations • 8 Jul 2021 • Andrea Liew, Chun Cheng Lee, Boon Leong Lan, Maxine Tan
Furthermore, driven by the scarcity of brain tumor data, we investigate the Noisy Student method for segmentation tasks.
no code implementations • 17 Dec 2020 • Kelvin Shak, Mundher Al-Shabi, Andrea Liew, Boon Leong Lan, Wai Yee Chan, Kwan Hoong Ng, Maxine Tan
This study presents a complete end-to-end scheme to detect and classify lung nodules using the state-of-the-art Self-training with Noisy Student method on a comprehensive CT lung screening dataset of around 4, 000 CT scans.