@tsonika

#digitalhealth #MachineLearning #WomeninSTEMM #womeninAI Ally of #EquityDiversityInclusion Editor @Frontiersindigitalhealth @PLOSCompBiol

 Melbourne,Australia
Joined December 2009
  • Tweets5.5K
  • Following1.5K
  • Followers1.6K
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Starting in about one hour, the first #ISMB town hall event for pathogen-related datasets. Come learn about new tools and approaches, and share in an interactive discussion on what the community needs to keep pace. Jefferson East/11:00am. #ismb20206 pathogendatanetwork.org/netw…
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#ismb2026
Jason "boundless delight " Williams
@JasonWilliamsNYJul 14
Attending #ismb2026? Help shape the future of infectious disease data resources. Join us Thursday (11:00AM) for the Open Community Forum — No registration required. Learn more and optional RSVP: pathogendatanetwork.org/netw…
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A/Prof Sonika Tyagi retweeted
Ragothaman Yennamalli@StructBioinfoJul 13
The first day of #ISMB2026 went great with keynote talk of Richard Durbin! Met so many friends. The 2nd day starts with a bang by meeting my senior from JNU @tsonika after ~19 yrs!!!🥰
Ragothaman Yennamalli@StructBioinfoJul 12
Happy to see beautiful pics from NASA's Hubble and JSW pics of celestial objects, as the first thing after landing!!!
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A/Prof Sonika Tyagi retweeted
tyagilab@tyagilabFeb 4
We hope this work supports more reliable and principled approaches to handling missingness in EHRs, where incomplete data are the norm.
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A/Prof Sonika Tyagi retweeted
tyagilab@tyagilabFeb 4
This study systematically compares seven methodological paradigms for managing missingness (within or across modalities) in EHR data, highlighting how different algorithmic assumptions influence performance under different missingness distributions.
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A/Prof Sonika Tyagi retweeted
tyagilab@tyagilabFeb 4
Very happy to share the publication of our article “A comparative evaluation of handling missing data points and modalities in electronic health records” accepted in the International Journal of Medical Informatics. sciencedirect.com/science/ar…
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Sharing our latest publication led by my previous PhD student Tyrone Chen in Nature Scientific Reports
tyagilab@tyagilab14 Oct 2025
bsky.app/profile/tyagilab.bs…
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Our pipeline is organism-agnostic, enabling powerful applications well beyond sepsis research
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A step towards smarter, faster, and more precise infectious disease research.
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Along with my PhD student Naima Vahab, I am very excited to share our invited review in BMC Artificial Intelligence.
tyagilab@tyagilab14 Oct 2025
bsky.app/profile/tyagilab.bs…
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The review explores how RNA sequence based foundation models (FMs) are reshaping predictions of ncRNA structure & function.
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We also compare and contrast various DNA and RNA FMs
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We highlight key deep learning architectures, data challenges, training strategies, and open challenges to guide the next phase of AI-driven RNA research.
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A/Prof Sonika Tyagi retweeted
Women in AI@women_in_ai28 Oct 2024
🤖  New WAI Legal Insights: “AI Sandboxes: Where Innovation Meets Regulation” This article explores how EU regulatory sandboxes support innovation in AI, tackling compliance & bias for safer tech development. 📖 womeninai.co/post/ai-sandbox… #WAILegalInsights #EUAIAct

AI Sandboxes: Where Innovation Meets Regulation

This WAI Legal Insight explores how EU regulatory sandboxes support innovation in AI, tackling compliance & bias for safer tech development

womeninai.co
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A/Prof Sonika Tyagi retweeted
tyagilab@tyagilab18 Jun 2025
New publication @tsonika medrxiv.org/content/10.1101/…

Semantic Encoding in Medical LLMs for Vocabulary Standardisation

High-quality, standardised medical data availability remains a bot-tleneck for digital health and AI model development. A major hurdle is translating noisy free text into controlled clinical vocabu...

medrxiv.org
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A/Prof Sonika Tyagi retweeted
tyagilab@tyagilab17 Jun 2025
New partnership to improve AI driven maternity for CALD women healthservicesdaily.com.au/a…

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.

healthservicesdaily.com.au
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A/Prof Sonika Tyagi retweeted
tyagilab@tyagilab12 May 2025
New publication from the lab academic.oup.com/biomethods/…

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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Excellent initiative to spread awareness about women’s health in multicultural communities @Nishaobgyn
The Australia Today
@TheAusToday11 May 2025
💖 Saheli Club brings Indian cultural pride in pink sarees to Melbourne’s Mother’s Day Classic Read more: theaustraliatoday.com.au/sah… @DrAmitSarwal @Pallavi_Aus @rishi_suri @HCICanberra @cgimelbourne @AusHCIndia @JacintaAllanMP @AlboMP @NatHutchins @ShailendraBSing @SarahLGates1 @mareeedwardsmp @MDC_walk_run @tsonika @Nishaobgyn
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