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Dongfang Xu

3 accepted papers

2024

Automatic sentence segmentation of clinical record narratives in real-world data

EMNLP 2024main

Sentence segmentation is a linguistic task and is widely used as a pre-processing step in many NLP applications. The need for sentence segmentation is particularly pronounced in clinical notes, where ungrammatical and fragmented texts are common. We propose a straightforward and effective sequence l…

2022

Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

COLING 2022main

Automatically summarizing patients’ main problems from daily progress notes using natural language processing methods helps to battle against information and cognitive overload in hospital settings and potentially assists providers with computerized diagnostic decision support. Problem list summariz…

Cited by 45SourcePDFScholar
2019

BP Neural Network Based On-board Training for Real-time Locomotion Mode Recognition in Robotic Transtibial Prostheses

IROS 2019poster

Locomotion mode recognition based on the off-line trained model brings difficulties in integration and application to wearable robots. In this paper, we put forward an on-board training based on back propagation (BP) neural network and developed the real-time locomotion mode recognition research in…

Cited by 5SourceScholar