Vincent Nguyen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 42

Top Topics

Clinical Decision Support

Biomedical Literature

Question Answer

Top Venues

CLEF (Working Notes)

Publications

Huiyuan Sun, Howe Yuan Zhu, Minh T. D. Nguyen, Vincent Nguyen, Chin-Teng Lin, Craig T. Jin
From RIR to BRIR: A Sparse Recovery Beamforming Approach for Virtual Binaural Sound Rendering. ICASSP (2024)
Aarzoo Dhiman, Elad Yom-Tov, Lorenzo Pellis, Michael Edelstein, Richard Pebody, Andrew Hayward, Thomas A. House, Thomas Finnie, David Guzman, Vasileios Lampos, Rob Aldridge, Sarah Beale, Thomas Byrne, Jana Kovar, Isobel Braithwaite, Ellen Fragaszy, Wing Lam Erica Fong, Cyril Geismar, Susan Hoskins, Annalan Navaratnam, Vincent Nguyen, Parth Patel, Maddie Shrotri, Alexei Yavlinsky, Pia Hardelid, Linda Wijlaars, Eleni Nastouli, Moira Spyer, Anna Aryee, Rachel A. McKendry, Tao Cheng, Anne Johnson, Susan Michie, Jo Gibbs, Richard Gilson, Alison Rodger, Ingemar J. Cox
Estimating the household secondary attack rate and serial interval of COVID-19 using social media. npj Digit. Medicine 7 (1) (2024)
Moussa Gueda Moussa, Jérôme Lamy, Vincent Nguyen, Perrine Marsac, Umit Gencer, Élie Mousseaux, Emilie Bollache, Nadjia Kachenoura
Estimate of the hydraulic force in the aging heart: a cardiovascular magnetic resonance imaging study. BMC Medical Imaging 24 (1) (2024)
Chi Cuong Nguyen, Giang Son Tran, Vincent Nguyen
False Positive Reduction of Pulmonary Nodule on CT image using Attention-based Multiple Instance Learning. CBMI (2023)
Maciej Rybinski, Vincent Nguyen, Sarvnaz Karimi
A Self-Learning Resource-Efficient Re-Ranking Method for Clinical Trials Search. CIKM (2023)
Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing
DeBEIR: A Python Package for Dense Bi-Encoder Information Retrieval. J. Open Source Softw. 8 (87) (2023)
Vincent Nguyen, Sarvnaz Karimi, Maciej Rybinski, Zhenchang Xing
MedRedQA for Medical Consumer Question Answering: Dataset, Tasks, and Neural Baselines. IJCNLP (1) (2023)
Vincent Nguyen, Maciej Rybinski, Sarvnaz Karimi, Zhenchang Xing
Search like an expert: Reducing expertise disparity using a hybrid neural index for COVID-19 queries. J. Biomed. Informatics 127 (2022)
Vincent Nguyen, Maciej Rybinski, Sarvnaz Karimi
Matching a Patient from An Admission Note to Clinical Trials: Experiments with Query Generation and Neural-Ranking. TREC (2022)
Diego Mollá, Urvashi Khanna, Dima Galat, Vincent Nguyen, Maciej Rybinski
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions. CoRR (2021)
Diego Mollá, Urvashi Khanna, Dima Galat, Vincent Nguyen, Maciej Rybinski
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions. CLEF (Working Notes) (2021)
Maciej Rybinski, Vincent Nguyen, Sarvnaz Karimi
CSIROmed Team Report of TREC 2021 Clinical Trials track: Experiments with BERT Reranking Methods. TREC (2021)
Sainan Liu, Vincent Nguyen, Yuan Gao, Subarna Tripathi, Zhuowen Tu
Towards Panoptic 3D Parsing for Single Image in the Wild. CoRR (2021)
Alvina G. Lai, Wai Hoong Chang, Constantinos A. Parisinos, Michail Katsoulis, Ruth M. Blackburn, Anoop D. Shah, Vincent Nguyen, Spiros C. Denaxas, George Davey Smith, Tom R. Gaunt, Krishnarajah Nirantharakumar, Murray P. Cox, Donall Forde, Folkert W. Asselbergs, Steve Harris, Sylvia Richardson, Reecha Sofat, Richard J. B. Dobson, Aroon D. Hingorani, Riyaz Patel, Jonathan Sterne, Amitava Banerjee, Alastair K. Denniston, Simon Ball, Neil J. Sebire, Nigam H. Shah, Graham R. Foster, Bryan Williams, Harry Hemingway
An informatics consult approach for generating clinical evidence for treatment decisions. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
François Hernandez, Vincent Nguyen
The Ubiqus English-Inuktitut System for WMT20. CoRR (2020)
Diego Mollá, Christopher Jones, Vincent Nguyen
Query Focused Multi-document Summarisation of Biomedical Texts. CoRR (2020)
Paul Tardy, Louis de Seynes, François Hernandez, Vincent Nguyen, David Janiszek, Yannick Estève
Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization. CoRR (2020)
Vincent Nguyen, Maciej Rybinski, Sarvnaz Karimi, Zhenchang Xing
Searching Scientific Literature for Answers on COVID-19 Questions. CoRR (2020)
Guillaume Klein, François Hernandez, Vincent Nguyen, Jean Senellart
The OpenNMT Neural Machine Translation Toolkit: 2020 Edition. AMTA (2020)
François Hernandez, Vincent Nguyen
The Ubiqus English-Inuktitut System for WMT20. WMT@EMNLP (2020)
Paul Tardy, David Janiszek, Yannick Estève, Vincent Nguyen
Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation. CoRR (2020)
Lucy Bryant, Bronwyn Hemsley, Benjamin Bailey, Andrew Bluff, Vincent Nguyen, Peter Stubbs, Diana Barnett, Chris Jacobs, Cherie Lucas, Emma Power
Opportunities for the Implementation of Immersive Virtual Reality in Rehabilitation. HICSS (2020)
Maciej Rybinski, Sarvnaz Karimi, Vincent Nguyen, Cécile Paris
A2A: a platform for research in biomedical literature search. BMC Bioinform. (19) (2020)
Paul Tardy, David Janiszek, Yannick Estève, Vincent Nguyen
Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation. LREC (2020)
Diego Mollá, Christopher Jones, Vincent Nguyen
Query Focused Multi-document Summarisation of Biomedical Texts. CLEF (Working Notes) (2020)
Paul Tardy, Louis de Seynes, François Hernandez, Vincent Nguyen, David Janiszek, Yannick Estève
Leverage Unlabeled Data for Abstractive Speech Summarization with Self-supervised Learning and Back-Summarization. SPECOM (2020)
Sainan Liu, Vincent Nguyen, Isaac Rehg, Zhuowen Tu
Recognizing Objects From Any View With Object and Viewer-Centered Representations. CVPR (2020)
Qimin Chen, Vincent Nguyen, Feng Han, Raimondas Kiveris, Zhuowen Tu
Topology-Aware Single-Image 3D Shape Reconstruction. CVPR Workshops (2020)
Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing
Investigating the Effect of Lexical Segmentation in Transformer-based Models on Medical Datasets. ALTA (2019)
Vincent Nguyen, Sarvnaz Karimi, Brian Jin
An Experimentation Platform for Precision Medicine. SIGIR (2019)
Vincent Nguyen
Question Answering in the Biomedical Domain. ACL (2) (2019)
Vincent Nguyen, Sarvnaz Karimi, Zhenchang Xing
ANU-CSIRO at MEDIQA 2019: Question Answering Using Deep Contextual Knowledge. BioNLP@ACL (2019)
François Hernandez, Vincent Nguyen, Sahar Ghannay, Natalia A. Tomashenko, Yannick Estève
TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation. CoRR (2018)
Vincent Nguyen, Holger Kunz, Paul Taylor, Dionisio Acosta
Insights into Pharmacotherapy Management for Parkinson's Disease Patients Using Wearables Activity Data. MIE (2018)
François Hernandez, Vincent Nguyen, Sahar Ghannay, Natalia A. Tomashenko, Yannick Estève
TED-LIUM 3: Twice as Much Data and Corpus Repartition for Experiments on Speaker Adaptation. SPECOM (2018)
Guillaume Klein, Yoon Kim, Yuntian Deng, Vincent Nguyen, Jean Senellart, Alexander M. Rush
OpenNMT: Neural Machine Translation Toolkit. CoRR (2018)
Sarvnaz Karimi, Vincent Nguyen, Falk Scholer, Brian Jin, Sara Falamaki
A2A: Benchmark Your Clinical Decision Support Search. SIGIR (2018)
Vincent Nguyen, Sarvnaz Karimi, Sara Falamaki, Cécile Paris
Benchmarking Clinical Decision Support Search. CoRR (2018)
Guillaume Klein, Yoon Kim, Yuntian Deng, Vincent Nguyen, Jean Senellart, Alexander M. Rush
OpenNMT: Neural Machine Translation Toolkit. AMTA (1) (2018)
Vincent Nguyen, Sarvnaz Karimi, Sara Falamaki, Diego Mollá Aliod, Cécile Paris, Stephen Wan
CSIRO at 2017 TREC Precision Medicine Track. TREC (2017)
Huseyin Melih Elibol, Vincent Nguyen, Scott W. Linderman, Matthew J. Johnson, Amna Hashmi, Finale Doshi-Velez
Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders. J. Mach. Learn. Res. 17 (2016)
Sarvnaz Karimi, Sara Falamaki, Vincent Nguyen
CSIRO at TREC Clinical Decision Support Track. TREC (2016)
Yiming Li, Bir Bhanu, Vincent Nguyen
On the Performance of Handoff and Tracking in a Camera Network. ICPR (2010)