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Posts by Giulia Menichetti

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Nutrition Round Table | Get Involved | Harvard T.H. Chan School of Public Health The Harvard Chan School Nutrition Round Table (NRT) was founded to help bridge the gap between scientific insights and sustainable changes in food policy,

Read more about @hsph.harvard.edu Nutrition Round Table here hsph.harvard.edu/alumni-frien...

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National Nutrient Databank Conference | NNDC The National Nutrient Databank Conference is held bi-annually to foster communicatin among nutrient data base generators and users.

Read more about #NNDC2026 here www.nutrientdataconf.org

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Monday Seminar Series | Jean Mayer USDA Human Nutrition Research Center on Aging

Join us: hnrca.tufts.edu/seminars/mon...

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Last week: #NNDC2026 in DC.
Tomorrow: @hsph.harvard.edu Nutrition Round Table.
Next Monday: Iโ€™ll be speaking at #HNRCA @tufts.edu โ€” link in comments.
Strong momentum in food data science. Good to see this community finally scaling!๐Ÿค—

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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

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Congratulations to these young scientists for their hard work! Looking forward to the discussions at #NetSci.

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โ€œ๐ˆ๐ง๐ญ๐ž๐ ๐ซ๐š๐ญ๐ข๐ง๐  ๐œ๐จ๐ฆ๐ฉ๐š๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐ฉ๐ซ๐จ๐ญ๐ž๐ข๐ง ๐›๐ข๐จ๐ฅ๐จ๐ ๐ฒ ๐ฐ๐ข๐ญ๐ก ๐ง๐ž๐ญ๐ฐ๐จ๐ซ๐ค ๐ฆ๐ž๐๐ข๐œ๐ข๐ง๐ž ๐ญ๐จ ๐ž๐ฅ๐ฎ๐œ๐ข๐๐š๐ญ๐ž ๐ญ๐ก๐ž ๐ญ๐ก๐ž๐ซ๐š๐ฉ๐ž๐ฎ๐ญ๐ข๐œ ๐ซ๐จ๐ฅ๐ž ๐จ๐Ÿ ๐ฉ๐ฅ๐š๐ง๐ญ ๐œ๐ก๐ž๐ฆ๐ข๐œ๐š๐ฅ๐ฌ ๐Ÿ๐จ๐ซ ๐œ๐š๐ซ๐๐ข๐จ๐ฏ๐š๐ฌ๐œ๐ฎ๐ฅ๐š๐ซ ๐๐ข๐ฌ๐ž๐š๐ฌ๐žโ€ presented by Dr. Michael Sebek
drive.google.com/file/d/1lc-7...

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โ€œ๐…๐ซ๐จ๐ฆ ๐”๐ฅ๐ญ๐ซ๐š-๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ž๐ ๐…๐จ๐จ๐๐ฌ ๐ญ๐จ ๐๐ซ๐จ๐œ๐ž๐ฌ๐ฌ๐ข๐ง๐  ๐๐š๐ญ๐ก๐ฐ๐š๐ฒ๐ฌ: ๐€ ๐๐ž๐ญ๐ฐ๐จ๐ซ๐ค-๐€๐ฐ๐š๐ซ๐ž ๐ˆ๐ง๐Ÿ๐ž๐ซ๐ž๐ง๐œ๐ž ๐…๐ซ๐š๐ฆ๐ž๐ฐ๐จ๐ซ๐คโ€ presented by Dr. @gordanaispirova.bsky.social
drive.google.com/file/d/1OHdG...

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โ€œ๐€๐ˆ๐๐ซ๐จ๐ฑ๐ข๐Œ๐ž๐: ๐€๐ˆ-๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐๐ž๐ญ๐ฐ๐จ๐ซ๐ค ๐๐ซ๐จ๐ฑ๐ข๐ฆ๐ข๐ญ๐ฒ ๐Œ๐จ๐๐ž๐ฅ๐ข๐ง๐  ๐Ÿ๐จ๐ซ ๐“๐ก๐ž๐ซ๐š๐ฉ๐ž๐ฎ๐ญ๐ข๐œ ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐š๐œ๐ซ๐จ๐ฌ๐ฌ ๐๐ก๐š๐ซ๐ฆ๐š๐œ๐จ๐ฅ๐จ๐ ๐ข๐œ๐š๐ฅ ๐š๐ง๐ ๐๐ฎ๐ญ๐ซ๐ข๐ญ๐ข๐จ๐ง๐š๐ฅ ๐‚๐ก๐ž๐ฆ๐ข๐œ๐š๐ฅ ๐’๐ฉ๐š๐œ๐ž๐ฌโ€ presented by Dr. Hao Xu
drive.google.com/file/d/17gJD...

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โ€œ๐…๐ซ๐จ๐ฆ ๐Œ๐จ๐ฅ๐ž๐œ๐ฎ๐ฅ๐š๐ซ ๐๐ž๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ ๐ญ๐จ ๐ƒ๐ข๐ž๐ญ: ๐ˆ๐๐ž๐ง๐ญ๐ข๐Ÿ๐ฒ๐ข๐ง๐  ๐’๐ฒ๐ง๐ž๐ซ๐ ๐ข๐ฌ๐ญ๐ข๐œ ๐•๐ข๐ญ๐š๐ฆ๐ข๐ง ๐„๐Ÿ๐Ÿ๐ž๐œ๐ญ๐ฌ ๐ข๐ง ๐Œ๐ฒ๐จ๐œ๐š๐ซ๐๐ข๐š๐ฅ ๐ˆ๐ง๐Ÿ๐š๐ซ๐œ๐ญ๐ข๐จ๐งโ€ presented by Dr. Andrรฉs Aldana Gonzรกlez
drive.google.com/file/d/1nnJI...

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โ€œ๐Œ๐จ๐ฅ๐ž๐œ๐ฎ๐ฅ๐š๐ซ ๐ง๐ž๐ญ๐ฐ๐จ๐ซ๐ค๐ฌ ๐ž๐ฅ๐ฎ๐œ๐ข๐๐š๐ญ๐ž ๐ญ๐ก๐ž ๐ž๐ฉ๐ข๐ ๐ž๐ง๐ž๐ญ๐ข๐œ ๐ฅ๐š๐ง๐๐ฌ๐œ๐š๐ฉ๐ž ๐จ๐Ÿ ๐Ÿ๐จ๐จ๐โ€ presented by Dr. @salvod-lombardo.bsky.social
drive.google.com/file/d/1cHop...

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โ„๏ธSnow 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.
๐Ÿ‘‡ Abstracts below in the ๐Ÿงต

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@mgbresearch.bsky.social @harvardmed.bsky.social @nunetsi.bsky.social

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Revealing interactions between microbes, metabolites, and dietary compounds using genome-scale analysis - Microbiome Background The role of gut microbiome in predicting diet response and developing personalized dietary recommendations has been increasingly recognized. Yet, we still lack comprehensive, genome-based i...

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:
๐Ÿ“„ shorturl.at/XkyUM

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Happy to share our recent review in
@ai.nejm.org
summarizing the discussions from the master class โ€œArtificial Intelligence and Network Medicine: Path to Precision Medicineโ€, sponsored by the #Menarini Foundation last year in Milan

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๐Ÿ“ฃ ๐ŸŽ™๏ธ Recordings from #RiDaysEU: "Making the EU the most attractive place for Life Science" available here ๐Ÿ‘‡
www.youtube.com/live/XWen3QB...

#LifeSciences
#Food2030EU
#OneHealth
#AIforHealth

@eu-life.bsky.social
@ec.europa.eu
@erc.europa.eu

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A few shots from โ€œMaking 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

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@eu-life.bsky.social

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Join us for the European Research & Innovation Days 2025 (16โ€“17 Sept, Brussels & online). I will be speaking at the plenary โ€œMaking the EU the Most Attractive Place for Life Sciences.

Register here ๐Ÿ‘‡
๐Ÿ”— research-innovation-community.ec.europa.eu/events/34Hci...
@ec.europa.eu @erc.europa.eu

7 months ago 2 0 1 0
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Thank you, Cassandra, for having me on the Foodie Pharmacology Podcast!
๐Ÿ‘‰ ๐Ÿ‘‡ Listen to our chat here ๐Ÿ‘‡ ๐Ÿ‘ˆ
www.podbean.com/pw/pbblog-zi...

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McCance Seminar Series: Giulia Menichetti, PhD
McCance Seminar Series: Giulia Menichetti, PhD YouTube video by MassGeneralHospital

๐ŸŽฅ My recent talk "AI for Food Processing" is now available online as part of the Mass General McCance Center for Brain Health Seminar Series.

๐Ÿ‘‡๐Ÿ‘‡๐Ÿ‘‡
www.youtube.com/watch?v=K3UQ...

@mgbresearch.bsky.social

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This was fun! Today on @koreajoongangdaily.com

www.joongang.co.kr/article/2535...

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Sure :) This was for general audience

10 months ago 0 0 1 0
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Nutrition Dark Matter, Ultraprocessed Foods and the Chemical Complexity of What We Eat Nutrition dark matter refers to the 139,000+ compounds in foods that researchers are just beginning to learn more about.

๐Ÿงช Last week @mgbresearch.bsky.social visited our Lab to talk about the โ€œNutrition Dark Matterโ€ and why food chemistry might matter more than calories.
๐Ÿ”— Read the Q&A:
mgriblog.org/2025/06/13/n...

@harvardmed.bsky.social
@gordanaispirova.bsky.social
@salvod-lombardo.bsky.social

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Happening Today @ Precision Nutrition Forum and PREDIMED Omics Symposium 2025
@hsph.harvard.edu
๐Ÿ‘@gordanaispirova.bsky.social ๐Ÿ‘

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NUTRITION 2025

๐Ÿซต Check Bonnie's Poster Today at #Nutrition2025
@nutritionorg.bsky.social ๐Ÿ‘‡
"Associations of Polyunsaturated Fatty Acids With Smoking-Related Epigenetic Alterations" cdmcd.co/d6mPBa

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๐Ÿ›๏ธ๐Ÿ‘ฉโ€๐Ÿ’ป@mgbresearch.bsky.social @harvardmed.bsky.social @nunetsi.bsky.social @gordanaispirova.bsky.social

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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.

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.

๐‘Šโ„Ž๐‘Ž๐‘ก ๐‘‘๐‘œ๐‘’๐‘  ๐‘–๐‘ก ๐‘Ÿ๐‘’๐‘Ž๐‘™๐‘™๐‘ฆ ๐‘š๐‘’๐‘Ž๐‘› ๐‘“๐‘œ๐‘Ÿ ๐‘Ž ๐‘“๐‘œ๐‘œ๐‘‘ ๐‘ก๐‘œ ๐‘๐‘’ ๐‘๐‘Ÿ๐‘œ๐‘๐‘’๐‘ ๐‘ ๐‘’๐‘‘?
We looked for answers through data science. Using multimodal AI models, we show the opportunities and limitations of current approaches.
๐Ÿ“„ Read: arxiv.org/abs/2505.17087
๐Ÿ’ป Code: github.com/menicgiulia/...

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Gordana Ispirova, Michael Sebek, Giulia Menichetti
Informatics for Food Processing
https://arxiv.org/abs/2505.17087

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