Search Results for author: Boon Leong Lan

Found 5 papers, 1 papers with code

A new semi-supervised self-training method for lung cancer prediction

no code implementations17 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.

Computed Tomography (CT)

Lung Nodule Classification using Deep Local-Global Networks

1 code implementation23 Apr 2019 Mundher Al-Shabi, Boon Leong Lan, Wai Yee Chan, Kwan-Hoong Ng, Maxine Tan

In this paper, we propose a novel method to predict the malignancy of nodules that have the capability to analyze the shape and size of a nodule using a global feature extractor, as well as the density and structure of the nodule using a local feature extractor.

Classification Computed Tomography (CT) +3

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