no code implementations • 21 Dec 2023 • Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Tsung-Han Yang, Vijay Prakash Dwivedi, Wei-Hsian Yin, Jeng Wei, Stefan Winkler
Computerised clinical coding approaches aim to automate the process of assigning a set of codes to medical records.
no code implementations • 28 Aug 2023 • Youngrae Kim, Younggeol Cho, Thanh-Tung Nguyen, Seunghoon Hong, Dongman Lee
Real-world weather conditions are intricate and often occur concurrently.
1 code implementation • 5 Jul 2023 • Viktor Schlegel, Hao Li, Yuping Wu, Anand Subramanian, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Daniel Beck, Xiaojun Zeng, Riza Theresa Batista-Navarro, Stefan Winkler, Goran Nenadic
This paper describes PULSAR, our system submission at the ImageClef 2023 MediQA-Sum task on summarising patient-doctor dialogues into clinical records.
1 code implementation • 5 Jun 2023 • Hao Li, Yuping Wu, Viktor Schlegel, Riza Batista-Navarro, Thanh-Tung Nguyen, Abhinav Ramesh Kashyap, Xiaojun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadic
Medical progress notes play a crucial role in documenting a patient's hospital journey, including his or her condition, treatment plan, and any updates for healthcare providers.
1 code implementation • 27 May 2023 • Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler
Clinical notes in healthcare facilities are tagged with the International Classification of Diseases (ICD) code; a list of classification codes for medical diagnoses and procedures.
no code implementations • 22 May 2023 • Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Viktor Schlegel, Stefan Winkler, See-Kiong Ng, Soujanya Poria
In this paper, we provide an overview of the different methods for sentence representation learning, focusing mostly on deep learning models.
1 code implementation • 27 Apr 2023 • Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Kashyap, Stefan Winkler, Shao-Syuan Huang, Jie-Jyun Liu, Chih-Jen Lin
Clinical notes are assigned ICD codes - sets of codes for diagnoses and procedures.
Ranked #1 on Medical Code Prediction on MIMIC-IV-ICD10-top50
no code implementations • ACL 2021 • Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, XiaoLi Li
We introduce a generic seq2seq parsing framework that casts constituency parsing problems (syntactic and discourse parsing) into a series of conditional splitting decisions.
1 code implementation • NAACL 2021 • Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, XiaoLi Li
We introduce a novel top-down end-to-end formulation of document-level discourse parsing in the Rhetorical Structure Theory (RST) framework.
Ranked #1 on Discourse Parsing on RST-DT
no code implementations • ACL 2020 • Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiao-Li Li
We propose Differentiable Window, a new neural module and general purpose component for dynamic window selection.
no code implementations • ACL 2020 • Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiao-Li Li
We propose a novel constituency parsing model that casts the parsing problem into a series of pointing tasks.
1 code implementation • 3 Jun 2020 • Xuan-Phi Nguyen, Shafiq Joty, Thanh-Tung Nguyen, Wu Kui, Ai Ti Aw
Recent unsupervised machine translation (UMT) systems usually employ three main principles: initialization, language modeling and iterative back-translation, though they may apply them differently.
no code implementations • 25 Sep 2019 • Xuan-Phi Nguyen, Shafiq Joty, Thanh-Tung Nguyen
The attention mechanism is an indispensable component of any state-of-the-art neural machine translation system.
no code implementations • NAACL 2019 • Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq Joty
We address the problem of speech act recognition (SAR) in asynchronous conversations (forums, emails).