Search Results for author: Nak Young Chong

Found 4 papers, 1 papers with code

Abdominal Multi-Organ Segmentation Based on Feature Pyramid Network and Spatial Recurrent Neural Network

no code implementations29 Aug 2023 Yuhan Song, Armagan Elibol, Nak Young Chong

As recent advances in AI are causing the decline of conventional diagnostic methods, the realization of end-to-end diagnosis is fast approaching.

Image Segmentation Organ Segmentation +2

Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?

no code implementations11 Nov 2022 Ke Liao, Wei Wang, Armagan Elibol, Lingzhong Meng, Xu Zhao, Nak Young Chong

In this paper, we systematically examine the performance of machine learning models for the clinical prediction task based on the EHR, especially physiological time series.

Time Series Time Series Analysis

Mean Spectral Normalization of Deep Neural Networks for Embedded Automation

2 code implementations9 Jul 2019 Anand Krishnamoorthy Subramanian, Nak Young Chong

Deep Neural Networks (DNNs) have begun to thrive in the field of automation systems, owing to the recent advancements in standardising various aspects such as architecture, optimization techniques, and regularization.

Image Generation

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