Search Results for author: Jingshu Liu

Found 5 papers, 2 papers with code

BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining

no code implementations26 May 2020 Zachariah Zhang, Jingshu Liu, Narges Razavian

In this paper, we propose a machine learning model, BERT-XML, for large scale automated ICD coding from EHR notes, utilizing recently developed unsupervised pretraining that have achieved state of the art performance on a variety of NLP tasks.

An Image Based Visual Servo Approach with Deep Learning for Robotic Manipulation

no code implementations17 Sep 2019 Jingshu Liu, Yuan Li

With the powerful learning capabilities of convolutional neural networks(CNN), autonomous learning to extract features from images and fitting the nonlinear relationships from image space to task space is achieved, which can greatly facilitate the image based visual servo procedure.

Visual Servo

Deep EHR: Chronic Disease Prediction Using Medical Notes

1 code implementation Machine Learning for Health Care conference 2018 Jingshu Liu, Zachariah Zhang, Narges Razavian

Early detection of preventable diseases is important for better disease management, improved inter-ventions, and more efficient health-care resource allocation.

Disease Prediction

Alignement de termes de longueur variable en corpus comparables sp\'ecialis\'es (Alignment of variable length terms in specialized comparable corpora)

no code implementations JEPTALNRECITAL 2018 Jingshu Liu, Emmanuel Morin, Sebasti{\'a}n Pe{\~n}a Saldarriaga

Nous proposons dans cet article une adaptation de l{'}approche compositionnelle {\'e}tendue capable d{'}aligner des termes de longueurs variables {\`a} partir de corpus comparables, en modifiant la repr{\'e}sentation des termes complexes.

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