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

160 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.CVShow all

4 papers · 1 filter

cs.CV2024★ 11 cited

Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification

Han Yuan, Chuan Hong, Pengtao Jiang +5

Background: Pneumothorax is an acute thoracic disease caused by abnormal air collection between the lungs and chest wall. To address the opaqueness often associated with deep learn…

cs.CV2021★ 9 cited

Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation

Ziyuan Zhao, Zeyu Ma, Yanjie Liu +2

Accurate automatic liver and tumor segmentation plays a vital role in treatment planning and disease monitoring. Recently, deep convolutional neural network (DCNNs) has obtained tr…

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.…