Research

My research focuses on [your research area]. I'm particularly interested in:

  • Topic 1
  • Topic 2
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Current Work

Describe your current research projects here. The projects section below will automatically display any projects you add to content/projects/.

Interests

  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Your other interests...

The publications section below is automatically generated from content/publications.bib.

Projects

Example Project

Example Project

A demonstration of the project card feature

Paper Code Demo

Publications

2025

  • Chiu, Christopher, Pitis, Silviu, van der Schaar, Mihaela. "Simulating {{Viva Voce Examinations}} to {{Evaluate Clinical Reasoning}} in {{Large Language Models}}." Advances in Neural Information Processing Systems 38 (NeurIPS 2025), 2025.
  • Chiu, Christopher, Zhang, Simpson, van der Schaar, Mihaela. "Strategic {{Self-Improvement}} for {{Competitive Agents}} in {{AI Labour Markets}}." , 2025.
  • Morrison, S, Chiu, C, Cao, R, Lim, P, Shin, J S, Mackenzie, C, Kench, J, Corte, C, Tamilarasan, A. "P0567 {{Use}} of a Convolutional Neural Network to Quantify and Predict Ulcerative Colitis Disease Endoscopic Activity and Histological Outcomes." Journal of Crohn's and Colitis, 2025.
  • Siu, Adrian H. Y., Gibson, Damien P., Chiu, Chris, Kwok, Allan, Irwin, Matt, Christie, Adam, Koh, Cherry E., Keshava, Anil, Reece, Mifanwy, Suen, Michael, Rickard, Matthew J. F. X.. "{{{\textsc{ChatGPT}}}} as a Patient Education Tool in Colorectal Cancer---{{An}} In-depth Assessment of Efficacy, Quality and Readability." Colorectal Disease, 2025.

2024

  • Buchlak, Quinlan D., Tang, Cyril H. M., Seah, Jarrel C. Y., Johnson, Andrew, Holt, Xavier, Bottrell, Georgina M., Wardman, Jeffrey B., Samarasinghe, Gihan, Dos Santos Pinheiro, Leonardo, Xia, Hongze, Ahmad, Hassan K., Pham, Hung, Chiang, Jason I., Ektas, Nalan, Milne, Michael R., Chiu, Christopher H. Y., Hachey, Ben, Ryan, Melissa K., Johnston, Benjamin P., Esmaili, Nazanin, Bennett, Christine, Goldschlager, Tony, Hall, Jonathan, Vo, Duc Tan, {Oakden-Rayner}, Lauren, Leveque, Jean-Christophe, Farrokhi, Farrokh, Abramson, Richard G., Jones, Catherine M., Edelstein, Simon, Brotchie, Peter. "Effects of a Comprehensive Brain Computed Tomography Deep Learning Model on Radiologist Detection Accuracy." European Radiology, 2024.
  • Chiu, Christopher, Heil, Maximilian, Kim, Teresa, Miyaguchi, Anthony. "Fine-{{Grained Classification}} for {{Poisonous Fungi Identification}} with {{Transfer Learning}}." {{CLEF}} 2024 {{Working Notes}}, 2024.
  • Morrison, Savannah, Chiu, Chris, Cao, Rena, Tamilarasan, Aravind Gokul. "Video Vision Transformer for Quantification of Ulcerative Colitis Endoscopic and Histologic Disease Activity." Journal of Gastroenterology and Hepatology, 2024.
  • Tran, Luke, Kandel, Himal, Sari, Daliya, Chiu, Christopher Hy, Watson, Stephanie L.. "Artificial {{Intelligence}} and {{Ophthalmic Clinical Registries}}." American Journal of Ophthalmology, 2024.

2023

  • Schubert, Tim, Peck, Richard W., Gimson, Alexander, Davtyan, Camelia, van der Schaar, Mihaela. "A {{Foundational Framework}} and {{Methodology}} for {{Personalized Early}} and {{Timely Diagnosis}}." , 2023.
  • Waddington, David E. J., Hindley, Nicholas, Koonjoo, Neha, Chiu, Christopher, Reynolds, Tess, Liu, Paul Z. Y., Zhu, Bo, Bhutto, Danyal, Paganelli, Chiara, Keall, Paul J., Rosen, Matthew S.. "Real-Time Radial Reconstruction with Domain Transform Manifold Learning for {{MRI-guided}} Radiotherapy." Medical Physics, 2023.

2022

  • Tamilarasan, Aravind, Bestawros, Dina, Yang, Andrew, Chiu, Christopher, Paramsothy, Sudarshan, Yang, Jessica, Leong, Rupert. "Histological Remission Is Significantly Associatedwith Reduced Risk of Clinical Relapse in Ileal {{Crohn}}'s Disease." , 2022.
  • Waddington, David EJ, Hindley, Nicholas, Koonjoo, Neha, Chiu, Christopher, Reynolds, Tess, Liu, Paul ZY, Zhu, Bo, Bhutto, Danyal, Paganelli, Chiara, Keall, Paul J, others. "On Real-Time Image Reconstruction with Neural Networks for {{MRI-guided}} Radiotherapy." arXiv preprint arXiv:2202.05267, 2022.

2021

  • Verma, Nirupama D., Lam, Andrew D., Chiu, Christopher, Tran, Giang T., Hall, Bruce M., Hodgkinson, Suzanne J.. "Multiple Sclerosis Patients Have Reduced Resting and Increased Activated {{CD4}}+{{CD25}}+{{FOXP3}}+{{T}} Regulatory Cells." Scientific Reports, 2021.

2020

  • Huang, J., Habib, A. R., Mendis, D., Chong, J., Smith, M., Duvnjak, M., Chiu, C., Singh, N., Wong, E.. "An Artificial Intelligence Algorithm That Differentiates Anterior Ethmoidal Artery Location on Sinus Computed Tomography Scans." The Journal of Laryngology \& Otology, 2020.

2019

  • Verma, {\relax ND}, Chiu, C, Lam, A, Sharma, M, Baker, S, Limbu, B, Robinson, C, Tran, G, Hall, {\relax BM}, Hodgkinson, {\relax SJ}. "Multiple Sclerosis Associated with Increased Activated {{CD4}}+ {{CD25}}+ {{Foxp3}}+ {{T}} Regulatory Cells but Reduced {{Th17}} Associated Regulatory Cells." Multiple Sclerosis Journal, 2019.

2018

  • Chiu, Christopher HY, Lam, Andrew D, Verma, Nirupama D, Tran, Giang T, Robinson, Catherine M, Hall, Bruce M, Hodgkinson, Suzanne J. "Activation of Human Na\"\ive {{T}} Regulatory Cells for {{MS}} Therapy by Stimulation with Antigen and Interleukin-4." {{ACTRIMS}} Forum 2018, 2018.
  • Lam, Andrew D, Chiu, Christopher HY, Verma, Nirupama D, Robinson, Catherine M, Tran, Giang T, Hall, Bruce M, Hodgkinson, Suzanne J. "Phenotypic Analysis of {{T}} Regulatory Cells in Multiple Sclerosis Patients." {{ACTRIMS}} Forum 2018, 2018.
  • Verma, Nirupama, Lam, Andrew, Chiu, Chris, Robinson, Catherine M., Tran, Giang T., Hodgkinson, Suzanne J., Hall, Bruce M.. "Alloactivation of {{Human CD4}}+{{CD25}}+{{CD127loCD45RA-Fox3hi Treg Population}} to {{Induce Potential Alloantigen Specific Treg}}." Transplantation, 2018.

2017

  • Chiu, Christopher HY, Verma, Nirupama, Lam, Andrew D, Robinson, Catherine M, Tran, Giang T, Hodgkinson, Suzanne J, Hall, Bruce M. "Activation of Antigen Specific {{T}} Regulatory Cells from Human Naive {{T}} Regulatory Cells." Multiple Sclerosis Journal, 2017.
  • Lam, Andrew D, Verma, Nirupama D, Chiu, Christopher HY, Robinson, Catherine M, Tran, Giang T, Hall, Bruce M, Hodgkinson, Suzanne J. "Cytometric Analysis of T-Regulatory Cell Phenotypes in Multiple Sclerosis." Multiple Sclerosis Journal, 2017.

  • Chiu, Christopher, Heil, Maximilian, Kim, Teresa, Miyaguchi, Anthony. "Notebook for the {{LifeCLEF Lab}} at {{CLEF}} 2024." , .
  • Tamilarasan, Aravind, Bestawros, Dina, Yang, Andrew, Chiu, Christopher, Paramsothy, Sudarshan, Yang, Jessica, Leong, Rupert. "Histological Remission Is Significantly Associated with Reduced Risk of Clinical Relapse in Ileal {{Crohn}}'s Diseas." , .
  • Waddington, David EJ, Chiu, Christopher, Hindley, Nicholas, Koonjoo, Neha, Reynolds, Tess, Liu, Paul, Zhu, Bo, Paganelli, Chiara, Rosen, Matthew S, Keall, Paul J. "Learning Motion Correction from {{YouTube}} for Real-Time {{MRI}} Reconstruction with {{AUTOMAP}}." , .