output
20152025
most citedDeep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies

160 citations

Showing 2020Show all

6 papers · 1 filter

physics.flu-dyn2020★ 94 cited

Airborne dispersion of droplets during coughing: a physical model of viral transmission

Hongying Li, Fong Yew Leong, George Xu +4

The Covid-19 pandemic has focused attention on airborne transmission of viruses. Using realistic air flow simulation, we model droplet dispersion from coughing and study the transm…

cs.CV2020

Learning and Reasoning with the Graph Structure Representation in Robotic Surgery

Mobarakol Islam, Lalithkumar Seenivasan, Lim Chwee Ming +1

Learning to infer graph representations and performing spatial reasoning in a complex surgical environment can play a vital role in surgical scene understanding in robotic surgery.…

physics.soc-ph2020★ 7 cited

Modeling Helping Behavior in Emergency Evacuations Using Volunteer's Dilemma Game

Jaeyoung Kwak, Michael H Lees, Wentong Cai +1

People often help others who are in trouble, especially in emergency evacuation situations. For instance, during the 2005 London bombings, it was reported that evacuees helped inju…

physics.soc-ph2020★ 15 cited

Estimating horizontal movement performance of patient beds and the impact on emergency evacuation time

Jaeyoung Kwak, Michael H. Lees, Wentong Cai +2

Emergency evacuation of patients from a hospital can be challenging in the event of a fire. Most emergency evacuation studies are based on the assumption that pedestrians are ambul…

cs.LG2020★ 11 cited

Multi-Instance Multi-Label Learning for Gene Mutation Prediction in Hepatocellular Carcinoma

Kaixin Xu, Ziyuan Zhao, Jiapan Gu +5

Gene mutation prediction in hepatocellular carcinoma (HCC) is of great diagnostic and prognostic value for personalized treatments and precision medicine. In this paper, we tackle…

q-bio.QM2020

Multi-Phase Cross-modal Learning for Noninvasive Gene Mutation Prediction in Hepatocellular Carcinoma

Jiapan Gu, Ziyuan Zhao, Zeng Zeng +10

Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer and the fourth most common cause of cancer-related death worldwide. Understanding the underlying gene…