Aaron Nicolson

39 papers A* 1A 5C 1Misc 1Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Anatomical Grounding Pre-Training for Medical Phrase Grounding.
ISBI
WenJun Zhang, Shekhar S. Chandra, Aaron Nicolson
2025 J jnl
Anatomical grounding pre-training for medical phrase grounding.
CoRR
WenJun Zhang, Shakes Chandra, Aaron Nicolson
2025 J jnl
Generalised Medical Phrase Grounding.
CoRR
WenJun Zhang, Shekhar S. Chandra, Aaron Nicolson
2025 — conf
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It.
ACL (1)
Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
2024 J jnl
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.
Medical Image Anal.
Evi M. C. Huijben, Maarten L. Terpstra, Arthur Jr Galapon, Suraj Pai, Adrian Thummerer, Peter Koopmans, Manya Afonso, Maureen A. J. M. van Eijnatten, Oliver J. Gurney-Champion, Zeli Chen, Yiwen Zhang, Kaiyi Zheng, Chuanpu Li, Haowen Pang, Chuyang Ye, Runqi Wang, Tao Song, Fuxin Fan, Jingna Qiu, Yixing Huang, Juhyung Ha, Jong Sung Park, Alexandra Alain-Beaudoin, Silvain Bériault, Pengxin Yu, Hongbin Guo, Zhanyao Huang, Gengwan Li, Xueru Zhang, Yubo Fan, Han Liu, Bowen Xin, Aaron Nicolson, Lujia Zhong, Zhiwei Deng, Gustav Müller-Franzes, Firas Khader, Xia Li, Ye Zhang, Cédric Hémon, Valentin Boussot, Zhihao Zhang, Long Wang, Lu Bai, Shaobin Wang, Derk Mus, Bram Kooiman, Chelsea A. H. Sargeant, Edward G. A. Henderson, Satoshi Kondo, Satoshi Kasai, Reza Karimzadeh, Bulat Ibragimov, Thomas Helfer, Jessica Dafflon, Zijie Chen, Enpei Wang, Zoltán Perkó, Matteo Maspero
2024 J jnl
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It.
CoRR
Aaron Nicolson, Shengyao Zhuang, Jason Dowling, Bevan Koopman
2024 — conf
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
BioNLP@ACL
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024 J jnl
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models.
CoRR
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
2024 — conf
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
BioNLP@ACL
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2024 J jnl
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.
CoRR
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
2023 — conf
A Concise Model for Medical Image Captioning.
CLEF (Working Notes)
Aaron Nicolson, Jason Dowling, Bevan Koopman
2023 J jnl
A Time-Frequency Attention Module for Neural Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
Qiquan Zhang, Xinyuan Qian, Zhaoheng Ni, Aaron Nicolson, Eliathamby Ambikairajah, Haizhou Li
2023 A conf
DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations.
WACV
Joshua Peters, Léo Lebrat, Rodrigo Santa Cruz, Aaron Nicolson, Gregg Belous, Salamata Konate, Parnesh Raniga, Vincent Doré, Pierrick Bourgeat, Jurgen Mejan-Fripp, Clinton Fookes, Olivier Salvado
2023 J jnl
Improving chest X-ray report generation by leveraging warm starting.
Artif. Intell. Medicine
Aaron Nicolson, Jason Dowling, Bevan Koopman
2023 J jnl
Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation.
CoRR
Aaron Nicolson, Jason Dowling, Bevan Koopman
2023 — conf
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation.
BioNLP@ACL
Aaron Nicolson, Jason Dowling, Bevan Koopman
2022 — conf
CSIRO at ImageCLEFmedical Caption 2022.
CLEF (Working Notes)
Léo Lebrat, Aaron Nicolson, Rodrigo Santa Cruz, Gregg Belous, Bevan Koopman, Jason Dowling
2022 — conf
CSIRO at the ImageCLEFmedical 2022 Tuberculosis Caverns Detection Challenge: A 2D and 3D Deep Learning Detection Network Approach.
CLEF (Working Notes)
Bowen Xin, Hang Min, Ashley G. Gillman, Bevan Koopman, Jason Dowling, Aaron Nicolson
2022 — conf
ImageCLEF 2021 Best of Labs: The Curious Case of Caption Generation for Medical Images.
CLEF
Aaron Nicolson, Jason Dowling, Bevan Koopman
2022 J jnl
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting.
CoRR
Aaron Nicolson, Jason Dowling, Bevan Koopman
2022 J jnl
On supervised LPC estimation training targets for augmented Kalman filter-based speech enhancement.
Speech Commun.
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
2022 Misc conf
Time-Frequency Attention for Monaural Speech Enhancement.
ICASSP
Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li
2021 — conf
AEHRC CSIRO at ImageCLEFmed Caption 2021.
CLEF (Working Notes)
Aaron Nicolson, Jason Dowling, Bevan Koopman
2021 J jnl
DeepLPC-MHANet: Multi-Head Self-Attention for Augmented Kalman Filter-Based Speech Enhancement.
IEEE Access
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
2021 J jnl
DeepLPC: A Deep Learning Approach to Augmented Kalman Filter-Based Single-Channel Speech Enhancement.
IEEE Access
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
2021 A conf
Temporal Convolutional Network with Frequency Dimension Adaptive Attention for Speech Enhancement.
Interspeech
Qiquan Zhang, Qi Song, Aaron Nicolson, Tian Lan, Haizhou Li
2021 J jnl
Time-Frequency Attention for Monaural Speech Enhancement.
CoRR
Qiquan Zhang, Qi Song, Zhaoheng Ni, Aaron Nicolson, Haizhou Li
2020 A conf
A Deep Learning-Based Kalman Filter for Speech Enhancement.
INTERSPEECH
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
2020 C conf
Deep Learning with Augmented Kalman Filter for Single-Channel Speech Enhancement.
ISCAS
Sujan Kumar Roy, Aaron Nicolson, Kuldip K. Paliwal
2020 J jnl
Deep Learning-Based Single-Ended Objective Quality Measures for Time-Scale Modified Audio.
CoRR
Timothy Roberts, Aaron Nicolson, Kuldip K. Paliwal
2020 A* conf
Deep Residual-Dense Lattice Network for Speech Enhancement.
AAAI
Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao, Jun Zhou, Kuldip K. Paliwal, Fanhua Shang
2020 J jnl
Deep Residual-Dense Lattice Network for Speech Enhancement.
CoRR
Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao, Jun Zhou, Kuldip K. Paliwal, Fanhua Shang
2020 J jnl
DeepMMSE: A Deep Learning Approach to MMSE-Based Noise Power Spectral Density Estimation.
IEEE ACM Trans. Audio Speech Lang. Process.
Qiquan Zhang, Aaron Nicolson, Mingjiang Wang, Kuldip K. Paliwal, Chenxu Wang
2020 J jnl
Masked multi-head self-attention for causal speech enhancement.
Speech Commun.
Aaron Nicolson, Kuldip K. Paliwal
2020 A conf
Sum-Product Networks for Robust Automatic Speaker Identification.
INTERSPEECH
Aaron Nicolson, Kuldip K. Paliwal
2019 J jnl
Deep Xi as a Front-End for Robust Automatic Speech Recognition.
CoRR
Aaron Nicolson, Kuldip K. Paliwal
2019 J jnl
Deep learning for minimum mean-square error approaches to speech enhancement.
Speech Commun.
Aaron Nicolson, Kuldip K. Paliwal
2019 J jnl
Sum-Product Networks for Robust Automatic Speaker Recognition.
CoRR
Aaron Nicolson, Kuldip K. Paliwal
2018 A conf
Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations.
INTERSPEECH
Aaron Nicolson, Kuldip K. Paliwal