Posts by Giulia Menichetti
Read more about #NNDC2026 here www.nutrientdataconf.org
Last week: #NNDC2026 in DC.
Tomorrow: @hsph.harvard.edu Nutrition Round Table.
Next Monday: Iโll be speaking at #HNRCA @tufts.edu โ link in comments.
Strong momentum in food data science. Good to see this community finally scaling!๐ค
Last but not least, a big thank you to our funders #NHLBI, @americanheart.bsky.social, @rockefellerfdn.bsky.social , and supporting institutions @mgbresearch.bsky.social, @harvardmed.bsky.social, @nunetsi.bsky.social
Congratulations to these young scientists for their hard work! Looking forward to the discussions at #NetSci.
โ๐๐ง๐ญ๐๐ ๐ซ๐๐ญ๐ข๐ง๐ ๐๐จ๐ฆ๐ฉ๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐ฉ๐ซ๐จ๐ญ๐๐ข๐ง ๐๐ข๐จ๐ฅ๐จ๐ ๐ฒ ๐ฐ๐ข๐ญ๐ก ๐ง๐๐ญ๐ฐ๐จ๐ซ๐ค ๐ฆ๐๐๐ข๐๐ข๐ง๐ ๐ญ๐จ ๐๐ฅ๐ฎ๐๐ข๐๐๐ญ๐ ๐ญ๐ก๐ ๐ญ๐ก๐๐ซ๐๐ฉ๐๐ฎ๐ญ๐ข๐ ๐ซ๐จ๐ฅ๐ ๐จ๐ ๐ฉ๐ฅ๐๐ง๐ญ ๐๐ก๐๐ฆ๐ข๐๐๐ฅ๐ฌ ๐๐จ๐ซ ๐๐๐ซ๐๐ข๐จ๐ฏ๐๐ฌ๐๐ฎ๐ฅ๐๐ซ ๐๐ข๐ฌ๐๐๐ฌ๐โ presented by Dr. Michael Sebek
drive.google.com/file/d/1lc-7...
โ๐
๐ซ๐จ๐ฆ ๐๐ฅ๐ญ๐ซ๐-๐๐ซ๐จ๐๐๐ฌ๐ฌ๐๐ ๐
๐จ๐จ๐๐ฌ ๐ญ๐จ ๐๐ซ๐จ๐๐๐ฌ๐ฌ๐ข๐ง๐ ๐๐๐ญ๐ก๐ฐ๐๐ฒ๐ฌ: ๐ ๐๐๐ญ๐ฐ๐จ๐ซ๐ค-๐๐ฐ๐๐ซ๐ ๐๐ง๐๐๐ซ๐๐ง๐๐ ๐
๐ซ๐๐ฆ๐๐ฐ๐จ๐ซ๐คโ presented by Dr. @gordanaispirova.bsky.social
drive.google.com/file/d/1OHdG...
โ๐๐๐๐ซ๐จ๐ฑ๐ข๐๐๐: ๐๐-๐๐จ๐ฐ๐๐ซ๐๐ ๐๐๐ญ๐ฐ๐จ๐ซ๐ค ๐๐ซ๐จ๐ฑ๐ข๐ฆ๐ข๐ญ๐ฒ ๐๐จ๐๐๐ฅ๐ข๐ง๐ ๐๐จ๐ซ ๐๐ก๐๐ซ๐๐ฉ๐๐ฎ๐ญ๐ข๐ ๐๐ข๐ฌ๐๐จ๐ฏ๐๐ซ๐ฒ ๐๐๐ซ๐จ๐ฌ๐ฌ ๐๐ก๐๐ซ๐ฆ๐๐๐จ๐ฅ๐จ๐ ๐ข๐๐๐ฅ ๐๐ง๐ ๐๐ฎ๐ญ๐ซ๐ข๐ญ๐ข๐จ๐ง๐๐ฅ ๐๐ก๐๐ฆ๐ข๐๐๐ฅ ๐๐ฉ๐๐๐๐ฌโ presented by Dr. Hao Xu
drive.google.com/file/d/17gJD...
โ๐
๐ซ๐จ๐ฆ ๐๐จ๐ฅ๐๐๐ฎ๐ฅ๐๐ซ ๐๐๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ ๐ญ๐จ ๐๐ข๐๐ญ: ๐๐๐๐ง๐ญ๐ข๐๐ฒ๐ข๐ง๐ ๐๐ฒ๐ง๐๐ซ๐ ๐ข๐ฌ๐ญ๐ข๐ ๐๐ข๐ญ๐๐ฆ๐ข๐ง ๐๐๐๐๐๐ญ๐ฌ ๐ข๐ง ๐๐ฒ๐จ๐๐๐ซ๐๐ข๐๐ฅ ๐๐ง๐๐๐ซ๐๐ญ๐ข๐จ๐งโ presented by Dr. Andrรฉs Aldana Gonzรกlez
drive.google.com/file/d/1nnJI...
โ๐๐จ๐ฅ๐๐๐ฎ๐ฅ๐๐ซ ๐ง๐๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ ๐๐ฅ๐ฎ๐๐ข๐๐๐ญ๐ ๐ญ๐ก๐ ๐๐ฉ๐ข๐ ๐๐ง๐๐ญ๐ข๐ ๐ฅ๐๐ง๐๐ฌ๐๐๐ฉ๐ ๐จ๐ ๐๐จ๐จ๐โ presented by Dr. @salvod-lombardo.bsky.social
drive.google.com/file/d/1cHop...
โ๏ธSnow blizzard day = good moment for a team updateโ๏ธ
I am very proud of the work done by this cohort of postdocs. Of the five abstracts we submitted to the @netscisociety.bsky.social Conference, all were accepted, with three contributed talks and two lightning talks.
๐ Abstracts below in the ๐งต
@mgbresearch.bsky.social @harvardmed.bsky.social @nunetsi.bsky.social
To understand how food molecules shape the gut #microbiome and human health, we need to go beyond species abundance and adopt a mechanistic, system-level view powered by #NetworkScience
Happy to share our first concrete step in this direction:
๐ shorturl.at/XkyUM
Happy to share our recent review in
@ai.nejm.org
summarizing the discussions from the master class โArtificial Intelligence and Network Medicine: Path to Precision Medicineโ, sponsored by the #Menarini Foundation last year in Milan
๐ฃ ๐๏ธ Recordings from #RiDaysEU: "Making the EU the most attractive place for Life Science" available here ๐
www.youtube.com/live/XWen3QB...
#LifeSciences
#Food2030EU
#OneHealth
#AIforHealth
@eu-life.bsky.social
@ec.europa.eu
@erc.europa.eu
A few shots from โMaking the EU the most attractive place for Life Sciencesโ at the #EU Research & Innovation Days 2025. Looking forward to the next R&I agenda for the food systems! #RiDaysEU @eu-life.bsky.social @ec.europa.eu @erc.europa.eu
@eu-life.bsky.social
Join us for the European Research & Innovation Days 2025 (16โ17 Sept, Brussels & online). I will be speaking at the plenary โMaking the EU the Most Attractive Place for Life Sciences.
Register here ๐
๐ research-innovation-community.ec.europa.eu/events/34Hci...
@ec.europa.eu @erc.europa.eu
Thank you, Cassandra, for having me on the Foodie Pharmacology Podcast!
๐ ๐ Listen to our chat here ๐ ๐
www.podbean.com/pw/pbblog-zi...
๐ฅ My recent talk "AI for Food Processing" is now available online as part of the Mass General McCance Center for Brain Health Seminar Series.
๐๐๐
www.youtube.com/watch?v=K3UQ...
@mgbresearch.bsky.social
This was fun! Today on @koreajoongangdaily.com
www.joongang.co.kr/article/2535...
Sure :) This was for general audience
๐งช Last week @mgbresearch.bsky.social visited our Lab to talk about the โNutrition Dark Matterโ and why food chemistry might matter more than calories.
๐ Read the Q&A:
mgriblog.org/2025/06/13/n...
@harvardmed.bsky.social
@gordanaispirova.bsky.social
@salvod-lombardo.bsky.social
Happening Today @ Precision Nutrition Forum and PREDIMED Omics Symposium 2025
@hsph.harvard.edu
๐@gordanaispirova.bsky.social ๐
๐ซต Check Bonnie's Poster Today at #Nutrition2025
@nutritionorg.bsky.social ๐
"Associations of Polyunsaturated Fatty Acids With Smoking-Related Epigenetic Alterations" cdmcd.co/d6mPBa
๐๏ธ๐ฉโ๐ป@mgbresearch.bsky.social @harvardmed.bsky.social @nunetsi.bsky.social @gordanaispirova.bsky.social
Example instance from the Open Food Facts dataset used in the training of the predictive models. The product name, ingredient list, and full nutrient panel (not fully shown here) are used to construct the input sentences for the LLM-based models. The nutrient panel shown includes the 11 nutrients used to train the FoodProX-based models. The last two quantitative indicators are used in the explanatory models. The number of additives is also included as an additional feature in one variant of the FoodProX model.
๐โ๐๐ก ๐๐๐๐ ๐๐ก ๐๐๐๐๐๐ฆ ๐๐๐๐ ๐๐๐ ๐ ๐๐๐๐ ๐ก๐ ๐๐ ๐๐๐๐๐๐ ๐ ๐๐?
We looked for answers through data science. Using multimodal AI models, we show the opportunities and limitations of current approaches.
๐ Read: arxiv.org/abs/2505.17087
๐ป Code: github.com/menicgiulia/...
Gordana Ispirova, Michael Sebek, Giulia Menichetti
Informatics for Food Processing
https://arxiv.org/abs/2505.17087