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#Qupath Reel by @digital_pathology_place - Have you ever realized too late that you are missing

the slides you need for validation?

The fix starts earlier than most teams think.

During the p
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DI
@digital_pathology_place
Have you ever realized too late that you are missing the slides you need for validation? The fix starts earlier than most teams think. During the planning stage. I have seen this happen many times in digital pathology projects. The slides people skip during scanning or dataset planning often become the exact ones they need later for validation. Rare patterns. Edge cases. Odd stains. The slides that look unimportant in the beginning suddenly become critical when you need to prove your model works. Validation is not just about algorithms. It starts with thoughtful slide selection and data planning. In digital pathology, what you keep today may save your validation tomorrow. What slide types do you always make sure to keep in your datasets? #DigitalPathology #ComputationalPathology #AIinMedicine #PathologyData
#Qupath Reel by @digital_pathology_place - Your model is only as generalizable as your data.

Cover tissue diversity, device differences, and staining workflows.

Don't train for one lab if you
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@digital_pathology_place
Your model is only as generalizable as your data. Cover tissue diversity, device differences, and staining workflows. Donโ€™t train for one lab if youโ€™ll deploy across five. #DigitalPathology #ComputationalPathology #MedicalAI #PathologyAI ========================================= Pohlmeyer-Esch G, Halsey C, Boisclair J, et al. Digital Pathology and Artificial Intelligence Applied to Nonclinical Toxicology Pathology - โ€The Current State, Challenges, and Future Directions. Toxicologic Pathology. 2025;53(3):255-271. doi:10.1177/01926233251340622
#Qupath Reel by @digital_pathology_place - Ever looked at a liver slide and had no idea 

what you were actually seeing? ๐Ÿ”ฌ

The secret is learning to read the structures 

- and once you can,
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@digital_pathology_place
Ever looked at a liver slide and had no idea what you were actually seeing? ๐Ÿ”ฌ The secret is learning to read the structures โ€” and once you can, everything starts to make sense. I've been teaching histology for years, and the moment students recognize a bile duct, spot the connective tissue around it, or identify inflammatory cells in a portal triad for the first time โ€” that's the moment it clicks. It's like learning to read a new language, and virtual slides make it so much more accessible than it used to be. This is exactly why digital pathology matters โ€” it's not just a lab tool, it's a learning tool that puts real tissue in front of anyone, anywhere. If you want to understand how slides are scanned, what digital pathology is used for, and how it helps both science and patients, I wrote a book for exactly that. Digital Pathology 101 โ€” and the updated PDF is FREE. Click the link below to get your copy! #DigitalPathology #Histology #PathologyEducation
#Qupath Reel by @digital_pathology_place - There's no one way to do digital pathology.

Every lab approaches it differently.

The important thing is to communicate the expertise of the team mem
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@digital_pathology_place
Thereโ€™s no one way to do digital pathology. Every lab approaches it differently. The important thing is to communicate the expertise of the team members well. This is why I wrote the "Digital Pathology 101" book It finally arrived, so get your copy at the @hamamatsu_corporation booth 312 I will be honored to sign it for you! #USCAP2026 #DigitalPathology #Pathology #trlblzr #sponsored
#Qupath Reel by @omics_logic - ๐Ÿงฌ ๐Ÿ-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ: ๐€๐ฉ๐ฉ๐ฅ๐ข๐ž๐ ๐‚๐จ๐ฆ๐ฉ๐ฎ๐ญ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐๐š๐ญ๐ก๐จ๐ฅ๐จ๐ ๐ฒ: ๐…๐จ๐ฎ๐ง๐๐š๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐Ÿ
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@omics_logic
๐Ÿงฌ ๐Ÿ-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ: ๐€๐ฉ๐ฉ๐ฅ๐ข๐ž๐ ๐‚๐จ๐ฆ๐ฉ๐ฎ๐ญ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐๐š๐ญ๐ก๐จ๐ฅ๐จ๐ ๐ฒ: ๐…๐จ๐ฎ๐ง๐๐š๐ญ๐ข๐จ๐ง๐ฌ ๐จ๐Ÿ ๐€๐ˆ-๐‘๐ž๐š๐๐ฒ ๐ƒ๐ข๐ ๐ข๐ญ๐š๐ฅ ๐๐š๐ญ๐ก๐จ๐ฅ๐จ๐ ๐ฒ ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ OmicsLogic and MedAIQ bring you a practical, research-ready workshop designed to help participants transform IHC/IF whole slide images (WSI) into quantitative and reproducible insights using modern digital pathology workflows. Over two structured days, participants will be guided through the complete image analysis pipelineโ€”from slide visualization and ROI annotation to automated segmentation, biomarker scoring, and introductory machine-learning approaches for tissue classification. ๐ŸŽฏ Well suited for: Biomedical researchers, pathologists, graduate students, PhD scholars, postdocs, and core facility staff interested in digital pathology and AI-driven image analysis. ๐Ÿ“… Date: March 14 โ€“ March 15, 2026 ๐Ÿ“ Location: Online ๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/chh9AcA5Ko9ELXeL9 ๐Ÿ”„ Share this with your friends, colleagues, and peers who may be interested in computational pathology and AI-ready digital slide analysis. #ComputationalPathology #DigitalPathology #AIinHealthcare #Bioinformatics #ImageAnalysis
#Qupath Reel by @digital_pathology_place - Liver histology gets easier when you know what to look for first. ๐Ÿ”ฌ

At low magnification, one of the clues is the presence of those round, 

open sp
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@digital_pathology_place
Liver histology gets easier when you know what to look for first. ๐Ÿ”ฌ At low magnification, one of the clues is the presence of those round, open spaces called central veins. Once you start spotting them, and notice that they have a thin wall and are surrounded by hepatocytes, the tissue begins to make more sense. ๐Ÿ‘€ Thatโ€™s the kind of pattern recognition I want to help you build, because histology feels much less overwhelming when you learn to anchor yourself in a few reliable visual clues. ๐Ÿงซ And being able to learn this way online is possible because of digital pathology, the technology that makes slide scanning and virtual microscopy possible. ๐Ÿ’ป If you want to learn more about how digital pathology works, how slides are scanned, and why this matters for science and patient care, download my free updated Digital Pathology 101 PDF from the link below. ๐Ÿ“˜ #LiverHistology #Histology #DigitalPathology #Microscopy
#Qupath Reel by @digital_pathology_place - We used to ask: which scanner?

Now the question is: how does this workflow actually work?

Because digital pathology isn't one system-

 it's everyth
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@digital_pathology_place
We used to ask: which scanner? Now the question is: how does this workflow actually work? Because digital pathology isnโ€™t one systemโ€” itโ€™s everything working together. Thatโ€™s where partnerships start to matter. #USCAP2026 #DigitalPathology #ComputationalPathology #Pathology #sponsored by @hamamatsu_corporation
#Qupath Reel by @viseurai - A case reaches the desk. 
Uncertainty appears. 
A second opinion becomes necessary. 
 
So the slides get packaged and shipped. 
Days pass. 
The patien
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VI
@viseurai
A case reaches the desk. Uncertainty appears. A second opinion becomes necessary. So the slides get packaged and shipped. Days pass. The patient waits. For many pathologists, especially outside major centers, this is daily reality. Youโ€™re managing cases solo, carrying the full weight of diagnostic responsibility, and waiting on expertise that exists somewhere else. ๐——๐—ถ๐—ด๐—ถ๐˜๐—ฎ๐—น ๐—ฝ๐—ฎ๐˜๐—ต๐—ผ๐—น๐—ผ๐—ด๐˜† ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€ ๐˜„๐—ต๐—ฒ๐—ป ๐˜๐—ต๐—ฒ ๐—ถ๐—ป๐—ณ๐—ฟ๐—ฎ๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ ๐˜€๐˜๐—ฎ๐˜†๐˜€ ๐—ถ๐—ป๐˜๐—ฒ๐—ด๐—ฟ๐—ฎ๐˜๐—ฒ๐—ฑ: - ๐—ช๐—ฆ๐—œ ๐—ฉ๐—ถ๐—ฒ๐˜„๐—ฒ๐—ฟ shares slides instantly across any distance. - ๐—ฃ๐—œ๐— ๐—ฆ keeps clinical context, history, and annotations unified. - ๐—ฅ๐—ฒ๐—บ๐—ผ๐˜๐—ฒ ๐—ฎ๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€ brings expert review into your existing workflow. ๐˜›๐˜ฉ๐˜ฆ ๐˜ฆ๐˜ฏ๐˜ต๐˜ช๐˜ณ๐˜ฆ ๐˜ฅ๐˜ช๐˜ข๐˜จ๐˜ฏ๐˜ฐ๐˜ด๐˜ต๐˜ช๐˜ค ๐˜ฑ๐˜ณ๐˜ฐ๐˜ค๐˜ฆ๐˜ด๐˜ด ๐˜ด๐˜ต๐˜ข๐˜บ๐˜ด ๐˜ช๐˜ฏ ๐˜ฐ๐˜ฏ๐˜ฆ ๐˜ด๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ, ๐˜ต๐˜ณ๐˜ข๐˜ค๐˜ฆ๐˜ข๐˜ฃ๐˜ญ๐˜ฆ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ค๐˜ฐ๐˜ฎ๐˜ฑ๐˜ญ๐˜ฆ๐˜ต๐˜ฆ. Pathology departments adopt the full platform for this reason. Because collaboration at scale requires infrastructure at scale. Thatโ€™s digital pathology done right. #ViseurAI #ViseurAIIMS #ViseurAIPIMS #AIInfrastructure

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#Qupath is one of the most engaging trends on Instagram right now. With over thousands of posts in this category, creators like @digital_pathology_place, @viseurai and @omics_logic are leading the way with their viral content. Browse these popular videos anonymously on Pictame.

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