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

no code implementations • 29 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 implementations • 11 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