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Timeline

202526th November
AI Literacy AI Educational seminar in collaboration with the University of Technology Sydney, for 18 migrant refugees with an interest in AI to improve literacy for migrant communities


Slides
20254th October
AI·MOJO Lane Cove Small Business Monthly Breakfast Session presented by Audacity Innovations. Simple, real-life demos of how AI can help in small business presented to around 49 small business from the Lane Cove Council area.


Link    
20254th September
    Perich Centre Opening

Audacity Innovations demonstrates AI and 3D printing for the formal opening of the Perich Centre for Robotics and and Health Technology. Attended by the Hon. David Harris, NSW Minister for Medical Research.
202528th-31st August
CardioCanon in Malayasia Collaboration with Prof Sazzli Kasim to evaluate Customised Cardiology Chatbots in terms of Clarity, Accuracy, Usefulness and Tone - presented at the ESC 2025.


Link
202522nd August
AI·DOJO III Commissioned session dedicated to Medical Oncologists, Haematologists, allied health, trial coordinators and senior nursing staff from Sydney SouthWest Health Service at the Ingham Institute of Applied Medical Research
202519th August
AI at the Ingham Invited to perform AI demonstrations and 3D printing at the Ingham Institute of Applied Medical Research to commemorate the retirement of Professor Les Bokey (Director of Medical Research)
20256th-9th August
CSANZ 2025 Multilingual Patient Healthy Coach for Cardio-Oncology Patients: Leveraging Artificial Intelligence for Cancer Equity in Australia - A Pilot Study. Co-authors: Kazuaki Negishi, Wei Chua, Bernadette Brady, Viren Joseph, Jaime Baquiran, Upul Premawardhana, Nagendraprasad Sungala, Sidney Lo, Arnaud Mazier, Avanti Shrikumar, Tuan Nguyen, Zaidon Al-Falahi, Annemarie Hennessy, Gemma Figtree, Stuart M Grieve


Link     PDF
20256th-9th August
SAFE Prototype Demonstration of the the SAFE Prototype (Severe Aortic stenosis Framework for Engagement) at CSANZ 2025: an integration of AI-enabled assessment tools, Geographically-Anchored Referral System and Platform for Clinician Databases and Education.
20252nd July
CardioCanon in Japan Research Letter published in Circulation Reports (Japan) - "Performance Evaluation of Large Language Models With Retrieval-Augmented Generation in Cardiology Specialist Examinations in Japan". Collaboration with Professor Kazuaki Negishi.


hayama-tran-article

Link     PDF
202528th June
SHDA Structural Heart Disease Australia (SHDA) website re-imagined to be experienced like a Netflix platform with the navigation engine informed by a bespoke knowledge graph. 3 live demonstrations were created for customer engagement that involved live 3D printing, spatial computing (XREAL augmented reality and Mudra gesture control) and virtual echocardiography with HoloLens in collaboration with Microsoft Innovation Hub.


SHDA Photos

Re-Imagined SHDA Website
202524th May
AI·DOJO II The second AI·Dojo session is held at Castle Hill's Growth Academy
2025April
3D Prints @ HRS Commisioned 3D prints of hearts with bespoke logo for EBR Systems, a leadless endocardial WISE CRT System, at Heart Rythm Society 2025, San Diego, USA.

EBR Prints
20252nd March
AI·DOJO I (Fundamentals) The first AI·Dojo session is held at Sydney's Frenchs Forest
2025
AI·Dojo Established
2024
Textbook Chapter Chapter written for the textbook "Artificial Intelligence in Cardiovascular Medicine": Intelligence-based cardiovascular disease prevention.


Link   View Chapter
2024November
TAVI-Bot Abstract published in the medical journal Circulation: An LLM based multi-agent AI solution transcatheter aortic valve implantation (TAVI) team to augment multidiscplinary meetings


Link   View Poster
202417th October
ACUH National Forum A presentation to Australian Cardiac Unit Heads National Forum, in collaboration with Microsoft. What does the cardiology patient journey look like, infused with AI?


View
202426th-29th September
BeatBot (APHRS) Abstract for the Asian-Pacific Heart Rhythm Society Scientific Sessions 2024: A Customised Chatbot for Cardiac Implantable Electronic Devices (IECD) inquiries


Abstract
202425th September
Patient Health Coach What did the doctor say again? A look at patient-centred AI care for the Inter-Clinical Period. Presented at the Health Beyond Research and Innovation Showcase.


View   Poster
202414th-15th September
PreggoCanon (ISSHP) A generative AI tool to allow you to rapidly answer clinic questions in pre-eclampsia. Presented at the International Society for the Study of Hypertension in Pregnancy (ISSHP) World Congress 2024.


View
20242nd August
CardioCanon CSANZ Abstract published in the medical journal Heart, Lung and Circulation: creation of a customized chatbot for cardiology inquiry using retrieval augmental generation (RAG) to improve performance of LLMs


Link   Presentation   Abstract
20249th June
Preeclampsia Review publication in Pregnancy Hypertension:Machine learning, advanced data analysis, and a role in pregnancy care? How can we help improve preeclampsia outcomes?


Link     Review Article
2023
ICON Pie Talk Speaker for the ICON (Improving Cardiovascular Outcomes Network) at the 2023 Liverpool Cardiology Research Showcase


View
20238th-9th December
M.I.S virtual Summit Co-chair and guest speaker at the annual global MIS virtual summit, exploring the benefits and challenges of AI diagnostics, treatments, and healthcare processes


Visit M.I.S
2023January
AIFS grows to 94 The Artifical Intelligence from Scratch collective morphs into a 'AI for Society' Whatsapp group that grows to include 94 members, with members ranging from professional leads in the medical and data science fields to ethicists and jazz musicians.
202218th November
    PIE Soiree

Meeting held at the Microsoft Technology Centre in Sydney, in Collaboration with Campbelltown Hospital, Liverpool Hospital, Western Sydney University and the Ingham Institute for Applied Medical Research.
2022January
OCT Abstract Published abstract in the medical journal Heart, Lung and Circulation: Automation of Optical Coherence Tomography (OCT) Tissued Morphology and Vessel Sizing With Artificial Intelligence


Link   Article
2021March
Predict MoA Kaggle Kaggle competition for predicting mechanism of drug action. Deployed team consisting of 2 doctors and 3 machine learning engineers.
2020December
CEDAR synthetic ECG Synthetic ECGs were created as a thought experiment using a variational auto-encoder (VAE). VAE are neural networks designed for unsupervised learning.


Link
2019February
AIFS established "Artifical Intelligence from Scratch" is created - an eclectic group of friends coming together to explore the AI frontier



Team
...
Hao


Dr Tu Hao Tran completed physician training at Concord, Nepean, Campbelltown and Liverpool Hospitals and is a practicing cardiologist. He is the Innovation and Electrophysiology at Campbelltown Hospital where he takes part in clinical care, innovation strategy and education. He is a part-time AI research fellow at the Ingham Institute of Applied Medical Research as part of the Australian Centre for Cancer Equity and is involved in Rapid Prototyping in Digital Health. He is currently a PhD candidate in the Imaging and Phenotyping Laboratory (IaPL) at the Charles Perkins Centre, University of Sydney. His PhD relates to deep phenotyping of cardiovascular disease with multi-modal imaging (photon counting CT and 4-dimensional flow MRI), multi-omics, electrocardiography and machine learning. He is the founder of Audacity Innovations, a digital agency that offers AI education (AI DOJO and AI MOJO), AI consultation, Rapid Prototyping and customised 3D printing.