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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · 14d

Research published in 2024 by our lab member @naimavahab.bsky.social and continue to use this for future work on elucidating biological regulatory pathways.

naimavahab.bsky.social @naimavahab.bsky.social · 14d

A versatile machine learning pipeline to find co-regulatory modules (CRMs) in DNA.
Check it out and explore: doi.org/10.1016/j.co...

#Genomics #Epigenomics #MachineLearning #CardiacResearch #OpenScience

@tyagilab.bsky.social @tsonika.bsky.social

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · 15d

Congratulations!!

AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · 15d

thanks for sharing

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Sonika Tyagi @tsonika.bsky.social · Sep 3

Kudos to Naima Vahab for presenting her PhD research at "Storytelling for Impactful Research (STIR) Competition " at RMIT STEM College. What an amazing opportunity for polishing your #scicomm skills and knowledge sharing across STEM disciplines.

@tyagilab.bsky.social @rmitcomputing.bsky.social

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Sonika Tyagi @tsonika.bsky.social · Aug 27

Contributions to review on graph learning:

arXiv cs.LG Machine Learning @cslg-bot.bsky.social · Jun 23

Falih Gozi Febrinanto, Adonia Simango, Chengpei Xu, Jingjing Zhou, Jiangang Ma, Sonika Tyagi, Feng Xia: Refined Causal Graph Structure Learning via Curvature for Brain Disease Classification https://arxiv.org/abs/2506.15708 https://arxiv.org/pdf/2506.15708 https://arxiv.org/html/2506.15708

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Sonika Tyagi @tsonika.bsky.social · Aug 7

We had a fantastic day for team building and a send-off lunch and marking our mid-season break. It was a lovely opportunity to come together and celebrate, with some intense competition on the bowling lanes! 😆
We will miss having you around at @tyagilab.bsky.social @muraliaadhitya.bsky.social 🙌🏽

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jul 25

Legitimacy vs Fairness in automated decision making.

A summary from our recent book club reading by @esha4.bsky.social of the #TyagiLab

aiineverything.blogspot.com/2025/07/when...

@tsonika.bsky.social

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jul 21

#foundationsofAI #AI #teaching

Sonika Tyagi @tsonika.bsky.social · Jul 21

Discussing 4 approaches to defining #AI
"Understanding these four perspectives i.e. acting humanly, thinking humanly, thinking rationally, and acting rationally, gives us a framework to appreciate the richness and diversity of AI."
aiineverything.blogspot.com/2025/07/four...

@tyagilab.bsky.social

aiineverything.blogspot.com

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jul 20

#Repost #AI #machinelearning #historyofAI

What is AI ?

aiineverything.blogspot.com/2025/07/ai-i...

a black and white image of a person 's face

ALT: a black and white image of a person 's face

media.tenor.com

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jul 16

Lab represents at Monash Translation Medicine student symposium and 3MT competition.

Well done!

#3mt #threeminutesthesis #phd #ecr #tyagilab

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jul 11

#Interpretable vs #explainable #AI

📖 An informative post by lab members @esha4.bsky.social and @tnavya.bsky.social 📖

esha4.bsky.social @esha4.bsky.social · Jul 11

New Blog: Interpretability vs Explainability in ML
Why understanding model decisions matters for ethical AI.

👉 aiineverything.blogspot.com/2025/07/mach...

With @tyagilab.bsky.social, A/Prof. Sonika Tyagi & Navya Tyagi
#XAI #AIethics #ML #TyagiLab

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jul 11

Lab lunch @QVM Melb

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Sonika Tyagi @tsonika.bsky.social · Jun 18

New preprint from the lab

@tyagilab.bsky.social

medRxivpreprint @medrxivpreprint.bsky.social · Jun 18

Semantic Encoding in Medical LLMs for Vocabulary Standardisation https://www.medrxiv.org/content/10.1101/2025.06.16.25329716v1

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Sonika Tyagi @tsonika.bsky.social · Apr 2

Interoperability and healthcare data : digitalhealth.org.au/blog/getting...

Getting to the Core of Implementing Australia's Accelerating Interoperability Standards - VIC Brand Event - AIDH

AIDH is Australasia’s peak body for digital health representing a united and influential single voice for health informatics and digital health leaders and practitioners. Become a Member or Fellow and...

digitalhealth.org.au

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jun 17

A timely initiative by @tsonika.bsky.social and team at @rmitcomputing.bsky.social

Sonika Tyagi @tsonika.bsky.social · Jun 17

www.healthservicesdaily.com.au/ai-project-f... @healthservicedaily @rmitcomputing.bsky.social

AI project focused on improving maternity care for CALD women | Health Services Daily

HeraMED, the DHCRC and RMIT are joining forces to help an underserved population.

www.healthservicesdaily.com.au

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Jun 17

Sonika Tyagi @tsonika.bsky.social · Jun 16

digitalhealthcrc.com/dhcrc-resear...

@tyagilab.bsky.social @rmitcomputing.bsky.social

DHCRC research initiative to use AI predictive care to improve maternal outcomes for CALD women – Digital Health CRC

The Digital Health Cooperative Research Centre (DHCRC) has announced a collaborative research project with ASX-listed HeraMED and RMIT University focused on improving maternal health outcomes for cult...

digitalhealthcrc.com

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Sonika Tyagi @tsonika.bsky.social · May 4

New publication from the lab @tyagilab.bsky.social academic.oup.com/biomethods/a...

#multimidaldata #biomedicaldata #dataharmonisation #tyagilab

Navigating the Multiverse: a Hitchhiker’s guide to selecting harmonization methods for multimodal biomedical data

Abstract. The application of machine learning (ML) techniques in predictive modelling has greatly advanced our comprehension of biological systems. There i

academic.oup.com

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Sonika Tyagi @tsonika.bsky.social · May 12

New publication from the lab @tyagilab.bsky.social

Applications of linguistics in genome language modeling

academic.oup.com/biomethods/a...

Genome language modeling (GLM): a beginner’s cheat sheet

Abstract. Integrating genomics with diverse data modalities has the potential to revolutionize personalized medicine. However, this integration poses signi

academic.oup.com

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AI in Digital Health & Bioinformatics Lab @tyagilab.bsky.social · Mar 18

Good work by @aashishbhandari.com

#digitalhealth #missingdata #machinelearning #predictivemodeling #AIforHealth

Sonika Tyagi @tsonika.bsky.social · Mar 17

www.researchsquare.com/article/rs-6...

@tyagilab.bsky.social

Mind the Gaps: Guess Less, Predict More with Missing Medical Data

Healthcare data, generally available as electronic health records (EHR), provide a rich profile of an individual’s health and lifestyle. This data can be harnessed for predictive modelling using machi...

www.researchsquare.com

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Sonika Tyagi @tsonika.bsky.social · Dec 7

Thank you Australian Mathematical Sciences Institute for organising yet another great #BioinfoSummer event this year. It was good to be back there.

Proud of my PhD for presenting their research and even better to be taking out a prize💰🏆

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Sonika Tyagi @tsonika.bsky.social · Jan 31

Our updated preprint on @medrxivpreprint.bsky.social from the #TyagiLab

a beginners guide to planing multimodal machine learning analysis on bio/medical data.

medRxivpreprint @medrxivpreprint.bsky.social · Mar 22

Navigating the Multiverse: A Hitchhiker's Guide to Selecting Harmonisation Methods for Multimodal Biomedical Data https://www.medrxiv.org/content/10.1101/2024.03.21.24304655v1

Introduction: The application of machine learning (ML) techniques in classification and prediction t

www.medrxiv.org

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Reposted by AI in Digital Health & Bioinformatics Lab

Sonika Tyagi @tsonika.bsky.social · Jan 31

#hotoffthepress #newpublication from the #TyagiLab

"EHR-ML: A Data-Driven Framework for Designing Machine Learning Applications with Electronic Health Records “

Pre-proof is online now: lnkd.in/gHHrFEGF

This link will take you to a page that’s not on LinkedIn

lnkd.in

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Reposted by AI in Digital Health & Bioinformatics Lab

Sonika Tyagi @tsonika.bsky.social · Feb 10

We have a #ComparativeGenomics #bioinformatics Postdoctoral position available jointly at the Barcelona Supercomputing Center and RMIT University lnkd.in/e_cbDBER

Submit your application by 3 April 2025 at auspire.eu

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