iiinova — where your digital self keeps evolving

Cédric Moisy @cedric-moisy.bsky.social · 16/09/2026

🛸 Something is definitely hiding in this grapevine… 🍇👀 A strange-looking X-ray from one of the trunks I'm currently analysing. 🩻🔬🌱 Looking at these internal structures, I couldn't help thinking of "Alien" and Ridley Scott. 🎬😱 Now I just need to figure out what’s actually hiding in there… 🤔

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Cédric Moisy @cedric-moisy.bsky.social · 18/08/2026

🌑☀️ Solar eclipse vibes? 👀 Not an #eclipse —these are slices through a 3D X-ray dataset of a grapevine plant. 🍇🩻 I'm currently training a classifier to identify the different tissues hidden inside the trunk. 🔬🧠 From “eclipse” to plant anatomy… one slice at a time! 🌱 #3D #image #Xrays #grape

Grid of X-ray CT slices through a 3D grapevine trunk dataset. Each slice shows the trunk as a yellow segmented structure against a dark background, with curved yellow outlines from the surrounding pot or scanning setup. The sequence reveals how the trunk's internal structure changes through the volume, resembling a series of solar eclipse images.

Grid ZOOM of X-ray CT slices through a 3D grapevine trunk dataset. Each slice shows the trunk as a yellow segmented structure against a dark background, with curved yellow outlines from the surrounding pot or scanning setup. The sequence reveals how the trunk's internal structure changes through the volume, resembling a series of solar eclipse images.

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Cédric Moisy @cedric-moisy.bsky.social · 13/08/2026

🍇 One grape cluster, three different ways to see it! 1️⃣ A regular digital photo 2️⃣ A 3D reconstruction of its surface 3️⃣ The same 3D surface, color-coded by thickness and curvature 🌈 🔎 highlighting the rachis, branching pedicels, and berries. From grapes to data—there's more than meets the eye! 🔬

A regular digital photo of a grape cluster. not mature. still green.

A 3D reconstruction of a grape cluster 3D's surface

A 3D reconstruction of a grape cluster 3D's surface color-coded by thickness and curvature

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Cédric Moisy @cedric-moisy.bsky.social · 07/08/2026

3/3 – One view, many worlds 🌍 Different scanners. But one perfectly aligned view. X-rays, MRI, fluorescence... each reveals something different.🩻🧲🚨 #Fijiyama brings them together with high accuracy, making comparisons easier and discoveries faster.🔬✨ 📖 doi.org/10.1093/bioi... #MRI #XrayCT #FIJI

infographic explaining multimodal image registration with Fijiyama. A close-up shows X-ray and MRI images perfectly overlaid with sub-pixel accuracy. On the right, how different imaging techniques can be combined into one aligned 3D view, making tissue comparison much easier.

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Cédric Moisy @cedric-moisy.bsky.social · 07/08/2026

2/3 – 🌱 Nature doesn't have a pause button... Fortunately, Fijiyama does the next best thing: it aligns 3D scans over time so scientists can follow the same tissues as plants grow. 👀 A time-lapse — in 3D. 🔬🌱🍇 🔗 doi.org/10.1093/bioi... 🔗 doi.org/10.1016/j.pl... #Science #Time #Fiji #3D #SMIYC

infographic showing how Fijiyama tracks plant growth over time. Four aligned 3D reconstructions of the same grapevine tissue are displayed along a timeline from day 0 to day 105. Perfect registration allows scientists to compare the exact same structures as the plant develops.

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Cédric Moisy @cedric-moisy.bsky.social · 07/08/2026

1/3 - 🌱 How do you compare a plant that never stops growing? Fijiyama aligns 3D images acquired over time, so every scan matches perfectly—even as the plant changes. 🌱🎯 Like a time-lapse—but in 3D. ⏳🔬 doi.org/10.1093/bioi...

Comic-style infographic introducing the Fijiyama software. On the left, a frustrated scientist holds several overlapping 3D images of plants and embryos that are misaligned because the living samples moved or grew between scans. On the right, the same images are automatically aligned on a computer screen, illustrating precise 3D image registration.

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Cédric Moisy @cedric-moisy.bsky.social · 24/07/2026

Seeing the same plant through 4 different eyes! 👁️ 1 vine ➕ 4 imaging modalities 🟰 4 different stories about what's hiding inside! 🍇✨ X-ray + MRI scan the exact same plant but each lights up different tissues in its own way. 🔬 Same subject, wildly different views.🌈 #science #3D #imaging #IFV 🔗👇

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Cédric Moisy @cedric-moisy.bsky.social · 24/07/2026

🍷🩺 Meet our newest patient at the "Vine Clinic": a grapevine trunk getting its internal checkup via X-ray CT scan. ☢️ Just like a doctor, we're using this 3D scan to spot diseases inside the wood early — before any symptom shows on the leaves. 🤓 🌿🔬 #science #wine #3D #imaging #IFV #SMIYC_project

CT scanner display screen showing an X-ray/CT scout image of a potted grapevine trunk in grayscale. The interface resembles a medical CT scan console, with the vine's trunk and branches clearly visible in the center, sitting in a pot filled with soil material. Surrounding the central image are clinical scan parameters and scan buttons, similar to what would be shown for a human patient undergoing a CT scan. @Moisy C. - IFV - 2026

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Cédric Moisy @cedric-moisy.bsky.social · 23/07/2026

🚐🍇 Ever seen grapevines carpool to the hospital? These potted vines are heading to get their trunks CT-scanned, packed into the car like leafy passengers on a road trip. 🏥 No seatbelts needed, just plastic wrap and good vibes. Science on the move! 🌿🩻 #science #wine #imaging #3D #SMIYC_project

View inside the open trunk/back seats of a car, packed full of potted grapevine trunks. Their gnarled dark wood is wrapped in clear plastic sheeting for transport, with fresh green leaves sprouting and poking out between the wrapping. A handwritten label reading a plant number is visible on one of the plastic covers.

Close-up of a bright green grapevine leaf illuminated by sunlight, its veins clearly visible, growing from a gnarled dark trunk. The leaf and small tendrils are inside a car, with plastic-wrapped vines and car seats blurred in the background.

A white van parked under a carport, seen from behind with its rear doors and trunk hatch open. Inside, several potted grapevines wrapped in plastic are loaded onto a blue protective mat covering the cargo floor, ready for transport. Trees, hedges, and a cloudy blue sky are visible around the building.

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Cédric Moisy @cedric-moisy.bsky.social · 09/07/2026

👀 Not an alien, not a sculpture—a grapevine! 🍇 This is a top-down 3D reconstruction generated from X-ray CT scans 🩻 revealing the plant's hidden architecture without damaging it. Science can be pretty cool! 🔬 🤝with Mérigeaud S. (Tridilogy) & IFV France #Science #PlantScience #Imaging #Xrays #3D

A top view of a potted grapevine resulting from a 3D reconstruction based on X-ray CT images collected by Cédric Moisy (IFV, Montpellier, France) and S. Mérigeaud (Tridilogy)

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Cédric Moisy @cedric-moisy.bsky.social · 01/07/2026

No two #grapevine trunks have exactly the same shape 🍇 Our "generalized cylindrical transform" adapts to each stem, correcting geometric distortions so we can compare plants fairly and reveal clearer #fungi invasion patterns 🦠📊 #MRI 🧲 #imaging @plantphenomics.bsky.social doi.org/10.1016/j.pl...

the cylindrical transformation performs the “flattening” of the tissues, from a cylinder to a flat plane. MRI images.

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Cédric Moisy @cedric-moisy.bsky.social · 01/07/2026

How do you compare grapevines when every stem has a different shape? 🤔🍇 We "unwrap" them —like peeling the label off a can 🌱🔎—to turn a curved 3D structure into a flat map. Makes it much easier to follow how #fungi spread using #MRI 3D imaging 🧲 🔗 doi.org/10.1016/j.pl... #SMIYC #grapevine #plants

the cylindrical transformation performs the “flattening” of the tissues, from a cylinder to a flat plane.

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Cédric Moisy @cedric-moisy.bsky.social · 10/04/2026

Hidden threats inside grapevines 🔎🍇 #GrapevineTrunkDiseases silently degrade wood years before symptoms appear ⚠️ Our approach uses #MRI to detect early damage and track pathogens—non-destructively and in 4D (3D+time) 🔬🧑‍🔬 🔗 doi.org/10.1016/j.pl... @plantphenomics.bsky.social

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Cédric Moisy @cedric-moisy.bsky.social · 10/04/2026

Glad to present our grapevine #breeding programs to the French #Minister of #Agriculture, during her official visit to IFV headquarters last week. 🍇🌱✨ It was a good opportunity to share our work and upcoming French vine varieties! 🇫🇷 📍French Wine and Vine Institute Le Grau-du-Roi, France

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Cédric Moisy @cedric-moisy.bsky.social · 09/04/2026

Exciting news! 📰 Our open-access tool for 3D+t registration #FIJIYAMA used has been effectively utilized to align #CT and #MRI models in a study on small animal #brain #surgery 🧠🔬 #Research #MedicalImaging Study here: doi.org/10.1016/j.jn... Fijiyama here: doi.org/10.1093/bioi...

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Cédric Moisy @cedric-moisy.bsky.social · 08/04/2026

Did you know grapevines suffer from “silent” internal diseases? #GrapevineTrunkDiseases decay wood long before leaf symptoms appear. 😱💀🍇 We developed a way to "see" this damage early using high-tech #MRI scans, detecting the #pathogen without hurting the plant ! 🤩🧲🔬 👉 doi.org/10.1016/j.pl...

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Cédric Moisy @cedric-moisy.bsky.social · 07/04/2026

New study maps micro-tissue pressures, revealing how rigidity gradients drive #tumor growth. Our #Fijiyama plugin enabled precise #3D image registration for accurate tracking!👍🤓 🔗Study: doi.org/10.1016/j.ac... 🔗FIJIYAMA: doi.org/10.1093/bioi... #CancerResearch #BioImaging

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Cédric Moisy @cedric-moisy.bsky.social · 01/04/2026

New publication in @plantphenomics.bsky.social ! 🍇 We mapped #3D fungal spread in grapevine wood using #MRI, revealing patterns invisible to the naked eye. Precision #phenotyping forvineyards! 🔗 doi.org/10.1016/j.pl... 👉@IFV @cirad.bsky.social @inrae-france.bsky.social @cnrs.fr #imaging #plant

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Cédric Moisy @cedric-moisy.bsky.social · 17/04/2025

We’re capturing high-resolution 3D images of their internal structures, fully non-invasively — using a scanner originally designed for imaging human 👫 and small animal 🐷🐭… …and recently used on Egyptian mummies 👀! 📌 A promising step forward for plant studies using multi-energy imaging 🌱

vines in a 3D scan. 🤝 Partners with @Tridilogy @IFV @CIRAD and #CREATIS-INSA ©cedricmoisy

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Cédric Moisy @cedric-moisy.bsky.social · 17/04/2025

The scanner is on, the plants are ready 🌿🔬 Using the SPCCT scanner, we’re capturing detailed 3D images of their inner structures, non-destructively. 🤝 Partners with @Tridilogy @IFV @CIRAD and #CREATIS-INSA #VITIMAGE #SMIYC #SPCCT #PlantImaging #3D #Xrays

vines in imaging lab for 3D scan ©@cedric-moisy.bsky.social

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Cédric Moisy @cedric-moisy.bsky.social · 16/04/2025

𝐕𝐢𝐧𝐞 𝐩𝐥𝐚𝐧𝐭𝐬 are packed and ready for their trip to Lyon, France! 🍇🚛 Early departure today: I'm heading to the CREATIS-INSA lab to test their cutting-edge 𝐒𝐏𝐂𝐂𝐓 𝟑𝐃 𝐬𝐜𝐚𝐧𝐧𝐞𝐫 — to peek inside their trunks and... uncover hidden secrets ? 👀🌱 #VITIMAGE #SMIYC #SPCCT #PlantImaging #CREATIS #3D #Xrays @IFV

Vine plants packed in a car for travel to the imaging laboratory in Lyon, France.

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Cédric Moisy @cedric-moisy.bsky.social · 03/04/2025

🎯 "𝑊ℎ𝑒𝑛 𝑤𝑒 𝑡𝑎𝑙𝑘 𝑎𝑏𝑜𝑢𝑡 𝑏𝑢𝑟𝑔𝑙𝑎𝑟𝑦, 𝑡ℎ𝑒 𝑝𝑟𝑜𝑏𝑙𝑒𝑚 𝑖𝑠 𝑡ℎ𝑒 𝑏𝑢𝑟𝑔𝑙𝑎𝑟𝑠. 𝑊ℎ𝑒𝑛 𝑤𝑒 𝑡𝑎𝑙𝑘 𝑎𝑏𝑜𝑢𝑡 𝑎𝑡𝑡𝑎𝑐𝑘, 𝑡ℎ𝑒 𝑝𝑟𝑜𝑏𝑙𝑒𝑚 𝑖𝑠 𝑡ℎ𝑒 𝑎𝑡𝑡𝑎𝑐𝑘𝑒𝑟𝑠. ... 𝐵𝑢𝑡 𝑤ℎ𝑒𝑛 𝑤𝑒 𝑡𝑎𝑙𝑘 𝑎𝑏𝑜𝑢𝑡 𝑒𝑚𝑏𝑒𝑧𝑧𝑙𝑒𝑚𝑒𝑛𝑡, 𝑖𝑛𝑓𝑙𝑢𝑒𝑛𝑐𝑒 𝑝𝑒𝑑𝑑𝑙𝑖𝑛𝑔 & 𝑐𝑜𝑟𝑟𝑢𝑝𝑡𝑖𝑜𝑛, 𝑡ℎ𝑒 𝑝𝑟𝑜𝑏𝑙𝑒𝑚 𝑖𝑠 𝑡ℎ𝑒 𝑗𝑢𝑠𝑡𝑖𝑐𝑒 𝑠𝑦𝑠𝑡𝑒𝑚." 🤔🤔🤔 🔍 Brilliantly pointed out by @fabricearfi.bsky.social ! 👏

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Cédric Moisy @cedric-moisy.bsky.social · 02/04/2025

Enfin, on parle de l’essentiel dans cette affaire ! 📌 A savoir: 👉 "Un système organisé, systématique, de détournement de plusieurs millions d’euros au préjudice du contribuable." 👉 "Une violation de la loi pénale." 👉 24 personnes condamnées ! 👉 2e condamnation du RN (cf. kits de campagne). Merci! 🙌

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Cédric Moisy @cedric-moisy.bsky.social · 02/04/2025

🌱 Monitoring the phenological development of grapevine varieties in two greenhouses: one reflecting 2025 conditions, the other simulating the predicted temperature & CO₂ levels for 2050. 🍇 🌡️⛅📈📉 🌍 PRIMA-SUSTEMICROP project 🤝 INRAE & IFV. #ClimateChange #SustainableAgriculture #Viticulture #Research

phenological stage of the vine when the leaves begin to appear

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Cédric Moisy @cedric-moisy.bsky.social · 01/04/2025

Absolutely! Calling out corruption isn’t “victimization”—it’s justice. ⚖️ Le Pen wasn’t silenced; she was held accountable for orchestrating a €4.1M scam—along with 24 of her partners (incl 9 former MEPs, 12 parliamentary assist, 3 party members). Democracy wins when the law applies to all. #Justice

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Cédric Moisy @cedric-moisy.bsky.social · 31/03/2025

➡️ Marine Le Pen, far-right leader, found guilty of embezzling public funds—facing 2 years in prison. 🚔 After orchestrating the theft of public money, not being able to run for office isn’t censorship… it’s just COMMON SENSE !! 🤷‍♂️ Justice must prevail—no exceptions, no impunity. ⚖️ 🇫🇷 #Justice

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Cédric Moisy @cedric-moisy.bsky.social · 26/03/2025

🌱 Preparing vine plants to test their behavior in a greenhouse simulating the temperature and CO₂ levels expected in 2050.🍇 🌡️⛅📈📉 🌍 PRIMA-SUSTEMICROP Project – with @inrae-france.bsky.social & IFV. #ClimateChange #SustainableAgriculture #Viticulture #Research

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Cédric Moisy @cedric-moisy.bsky.social · 21/03/2025

Reminds me of the book #BrownMorning 📖 by Franck Pavloff—a chilling warning of how freedoms erode, one rule at a time… Until it’s too late! 🚨🤐

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Cédric Moisy @cedric-moisy.bsky.social · 13/03/2025

“If he’s so great, if these plans and all the fraud abuse that he’s found are so eminent, why isn’t he here explaining it ?” Rep. John Larson in the House Ways and Means Committee discussion on DOGE oversight. 🙌 🔗 www.youtube.com/watch?v=0MJD...

youtube.com

Larson Demands Answers from Musk-Trump and House Republicans on Social Security

YouTube video by Rep. John Larson

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Cédric Moisy @cedric-moisy.bsky.social · 07/03/2025

#standupforscience events in several cities in France today! 🇫🇷 🔬👩‍🔬👨‍🔬 Stand Up for Science – because science is for everyone. @standupforscience.bsky.social More information on worldwide events : www.standupforscience2025.org/local-event-information/

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Cédric Moisy @cedric-moisy.bsky.social · 11/02/2025

✨ Today, we celebrate the 10th anniversary of the International Day of Women and Girls in Science! ✨ To all the women and girls who innovate, discover, and push the boundaries of knowledge—your passion and perseverance inspire the world. 💡🔬🚀👩‍🔬 #WomenInScience #IDWGS www.un.org/en/observanc...

un.org

International Day of Women and Girls in Science | United Nations

The purpose of the day is to achieve full and equal access to and participation in science for women and girls.

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Reposted by Cédric Moisy

Dr. Romain Fernandez @romainbioimage.bsky.social · 01/02/2023

3D + t imaging of water in living tissue with MRI and FijiRelax: x.com/Romain_BioImage/status/162073…

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Cédric Moisy @cedric-moisy.bsky.social · 20/12/2024

🎓 Congratulations to Flora Tavernier on her PhD defense! She explored the genetic variability of grape metabolome in response to water stress-a critical topic for sustainable viticulture- analyzing each berry individually! 🍇💧 #PhDDefense #Viticulture #PlantScience

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Cédric Moisy @cedric-moisy.bsky.social · 19/12/2024

🏥 Preparing for a new IMAGING session at the CLINIC! Grapevines are carefully wrapped to protect the medical equipment.🍇 At night, 3D scans with #MRI 🧲 and #Xray! 🩻 with 🤝 @Tridilogy @CIRAD @romainbioimage.bsky.social @IFV #VITIMAGE #Wood #3D #Imaging #SMIYC 📄 www.nature.com/articles/s41...

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Cédric Moisy @cedric-moisy.bsky.social · 19/12/2024

🍂 Orange Is the New Black for grapevines! As autumn settles in, the leaves turn vibrant orange, transforming the vineyard into a stunning fall landscape. 📸 🍇 #AutumnVibes #Vineyard #FallColors

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Cédric Moisy @cedric-moisy.bsky.social · 04/12/2024

🌿New non-destructive approach: 🧲☢️ #MRI & #XRAY CT scans combined with #MachineLearning reveal grapevine trunk tissue degradation at different stages, achieving 91% accuracy. 🏆✅ Full paper 👉 www.nature.com/articles/s41... #PlantHealth #Grapevine 🍇 #imaging #3D #AI #IFV @cirad.bsky.social #Champagne

3D visualization of a 20-year-old grapevine trunk, highlighting healthy, degraded, and white rot tissues in distinct colors
https://www.nature.com/articles/s41598-024-55186-3

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Cédric Moisy @cedric-moisy.bsky.social · 03/12/2024

Golden hour at the vineyard: 🍇🌛✨ Early morning data collection never fails to amaze with its stunning colors! #NatureAtWork #GoldenHour #Sunrise

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Cédric Moisy @cedric-moisy.bsky.social · 26/11/2024

✨At the heart of the vines✨ Night session at the clinic for temporal and non-destructive monitoring of grapevine trunk diseases using #3D +time #imaging. 🍇🔎☢️🧲🏥 🎯 Investigating how degraded tissues develop within the plant. @IFV @CIRAD @romainbioimage.bsky.social @Tridilogy @ComitéChampagne

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Cédric Moisy @cedric-moisy.bsky.social · 20/11/2024

#MRI users, have you tested yet the #FijiRelax tool ? 👀 FijiRelax is a #ImageJ plugin for the estimation of MRI maps from 3D+time sequences 🔬🧲 Includes noise and spatial drift corrections! 👉 doi.org/10.21105/jos... 👈 Research projects #VITIMAGE #SMIYC #IFV #Cirad #AgapInstitut #UMT_GenoVigne

Fernandez et al., (2023). FijiRelax: Fast and noise-corrected estimation of MRI relaxation maps in 3D + t. Journal of Open Source Software, 8(81), 4981, https://doi.org/10.21105/joss.04981

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Cédric Moisy @cedric-moisy.bsky.social · 19/11/2024

🍇📜#PhDDefense Joe Merheb will present his thesis this afternoon, uncovering Lebanon's rich, untapped grapevine heritage. 276 samples revealed 102 unique varieties, with 63 never documented before, highlighting Lebanon's winemaking potential🍷 #Ampelography #LebaneseVines #Sustemicrop

Merheb, Joe et al. (2024). Exploring the genetic diversity of Lebanon’s underexploited grapevine resources. Genetic Resources and Crop Evolution. 1-23. 10.1007/s10722-024-02203-z.

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Cédric Moisy @cedric-moisy.bsky.social · 18/11/2024

By combining #3D imaging using #MRI and #X-rays with #Machine-Learning, we have obtained stunning images of the interior of grapevine's trunks. 🤩🍇 Discover more 👉 t.co/q1b2c2p4uk 👀

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Cédric Moisy @cedric-moisy.bsky.social · 18/11/2024

#3D imaging data collected on French vines from Champagne allows us to precisely study the internal degradation of vine trunks. 🍇🩻🧲 Using #X-rays and #MRI #3D imaging 👉 Find out more at rdcu.be/dAOuD @IFV @CIRAD @ComitéChampagne @INRAE @AGAP @PlanDepVignoble #UMT_genovigne #trunk_diseases #IA

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Cédric Moisy @cedric-moisy.bsky.social · 18/11/2024

🔬 FijiRelax can integrate multiple data collected by 3D+t #MRI monitoring experiments in #plants and #medicine. Usefull to study #stress #pathogen #climate_change effects on living tissues 🤓 Open-access paper here : t.co/JGIC9A1gXl @IFV @CIRAD @AgapInstitut @PlanDepVignoble 📑 #VITIMAGE-2024

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