output
20202025
most citedDevelopment and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study

90 citations

6 papers

cs.GR20252 cited

Light-SQ: Structure-aware Shape Abstraction with Superquadrics for Generated Meshes

Yuhan Wang, Weikai Chen, Zeyu Hu +19

In user-generated-content (UGC) applications, non-expert users often rely on image-to-3D generative models to create 3D assets. In this context, primitive-based shape abstraction o…

eess.AS20252 cited

Do neonates hear what we measure? Assessing neonatal ward soundscapes at the neonates ears

Bhan Lam, Peijin Esther Monica Fan, Yih Yann Tay +5

Acoustic guidelines for neonatal intensive care units (NICUs) aim to protect vulnerable neonates from noise-induced physiological harm. However, the lack of recognised internationa…

cs.LG202390 cited

Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study

Patrick Saux, Pierre Bauvin, Violeta Raverdy +31

Background Weight loss trajectories after bariatric surgery vary widely between individuals, and predicting weight loss before the operation remains challenging. We aimed to develo…

cs.CV2021

Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation

Mengya Xu, Mobarakol Islam, Chwee Ming Lim +1

Generating surgical reports aimed at surgical scene understanding in robot-assisted surgery can contribute to documenting entry tasks and post-operative analysis. Despite the impre…

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-ph20207 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…