Live Abstract & Paper Reviews

Are pathology AI tools ready for real workflow decisions, or are we still building the data and validation they need?

In DigiPath Digest #40, I’ll review five new abstracts covering kidney fibrosis scoring, AI in oral and maxillofacial pathology, glioma biomarker prediction from histology, digital twins in neuro-oncology, and a new European colorectal cancer cohort for biomarker research.

Together, these papers show where the field stands today: promising progress, but still clear gaps in validation, reproducibility, multimodal integration, and data infrastructure.

Join me live this Friday.
📅 Friday, March 20, 2026
⏰ 6:00 a.m. EST
📍 YouTube, LinkedIn, Instagram, and Facebook

Advance reading:
https://pubmed.ncbi.nlm.nih.gov/41830415/
https://pubmed.ncbi.nlm.nih.gov/41826004/
https://pubmed.ncbi.nlm.nih.gov/41824546/
https://pubmed.ncbi.nlm.nih.gov/41823607/
https://pubmed.ncbi.nlm.nih.gov/41820399/

12 2

Can AI models really predict pCR in breast cancer? 🧠
And are we reporting them correctly?

In DigiPath Digest #27, I’ll break down 5 new studies on AI’s accuracy, reporting, and clinical value in digital pathology:

1️⃣ AI models for pCR prediction
2️⃣ Widespread reporting flaws in pathology AI
3️⃣ Human vs AI in lymph node cytology 🔬
4️⃣ A new framework for TIL scoring
5️⃣ Predicting gene mutations from H&E images

📅 July 25 | 6:00 AM EST
📍 Facebook | LinkedIn | YouTube | Instagram

🎯 I’ll explain what these mean for your workflow—in plain language.

9 0

Why are some cancer patients still falling through the cracks—even with advanced diagnostics?

In DigiPath Digest #25, I’m sharing how multimodal AI models are changing how we predict outcomes in lung and prostate cancer—from surgery planning to survival forecasting. 🧠

We'll explore:
🔹 AI tools using whole-slide images + clinical data
🔹 Weakly supervised learning revealing digital biomarkers
🔹 AI classifiers for prostate cancer risk stratification
🔹 CLOVER’s cost-effective, instruction-tuned framework
🔹 What digital pathology means for labs and patients worldwide

If you're into pathology, AI, or data-driven medicine, this session is for you. Let’s talk about what’s real, what’s scalable, and what’s next.

📅 July 28 at 6 a.m. EST
📍 Facebook | LinkedIn | YouTube | Instagram

Set your reminder now—this one's worth waking up for.

9 0

🚀 Part 4 of our 7-Part AI in Pathology Series, inspired by Modern Pathology’s "Guided Journey through AI in Pathology," explores the statistical foundations behind Generative vs. Non-Generative AI and their impact on digital pathology and diagnostics.

📅 When: March 7, 2025
⏰ Time: 6 a.m. EST
📍 Where: Facebook, LinkedIn, YouTube, Instagram

What We’ll Cover:
✔️ How Generative AI is measured—BLEU, ROUGE, Perplexity & more
✔️ Comparing AI models—performance in pathology & diagnostics
✔️ Strengths & challenges—accuracy, bias & regulatory concerns
✔️ Real-world applications—how AI is shaping research & workflows

Understanding AI’s statistical backbone helps pathologists and researchers evaluate models and ensure reliable AI integration in medical diagnostics.

📖 Advance Reading: https://www.sciencedirect.com/science/article/pii/S0893395224002436

✨ Key Highlights:
- Generative AI vs. Non-Generative AI: What’s the difference?
- How AI-generated images assist in pathology model training
- Multimodal AI and its role in digital pathology workflows
- Exploring GPT-4, DALL-E & Stable Diffusion in medical applications
- Challenges in ethical AI use and regulatory considerations

📺 WATCH NEXT:
Part 1 - The Role of Generative vs. Non-Generative AI in Medical Diagnostics - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1
Part 2 - Generative AI in Pathology: Deeper Dive - https://youtube.com/live/hRv9GmMWSjk?sub_confirmation=1
Part 3 - NON-GENERATIVE AI PREDICTIVE ANALYTICS ML - https://youtube.com/live/_K0hcGNjdgY?sub_confirmation=1
Part 4 - STATISTICS OF GENERATIVE AND NON-GENERATIVE AI - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1
Part 5 - AI IN PATHOLOGY: REGULATORY ASPECTS OF AI - https://youtube.com/live/4LD-nizW1m4
Part 6 - Ethics and Bias Considerations in AI - https://youtube.com/live/_msahXzyDoY
Psrt 7 - AI in Pathology, ML-Ops, and the Future of Diagnostics - https://youtube.com/live/BWWSdFjv4sM

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
what is ai,generative vs. non-generative ai in medicine,ai-generated medical imaging data,bias and accuracy in medical ai models,measuring ai performance in diagnostics,future of ai in digital pathology,generative ai,artificial intelligence

13 2

Welcome to Part 3 of our 7-part AI in Pathology series, inspired by Modern Pathology’s "Guided Journey through AI in Pathology". In this session, we explore how Non-Generative AI is transforming predictive analytics in digital pathology.

📅 When: February 28, 2025
⏰ Time: 6 a.m. EST
📍 Where: Facebook, LinkedIn, YouTube, Instagram

What We’ll Cover:
✅ How predictive AI enhances pathology—classification & automation
✅ Supervised ML models—decision trees, neural networks & SVMs
✅ Unsupervised learning—clustering & anomaly detection
✅ Key challenges—bias, model interpretability & real-world use

Unlike Generative AI, which creates new data, Non-Generative AI predicts outcomes from existing data, optimizing workflows and improving diagnostic accuracy.

Let’s break down how these ML models work and what’s next for AI-driven pathology.

✨ Key Highlights:
- How predictive AI is optimizing pathology workflows
- Differences between Generative and Non-Generative AI
- Understanding classification, segmentation & anomaly detection in pathology
- Supervised vs. Unsupervised learning models in diagnostics
- Addressing bias and interpretability challenges in AI-driven pathology

📺 WATCH NEXT:
Part 1 - The Role of Generative vs. Non-Generative AI in Medical Diagnostics - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1
Part 2 - Generative AI in Pathology: Deeper Dive - https://youtube.com/live/hRv9GmMWSjk?sub_confirmation=1
Part 3 - NON-GENERATIVE AI PREDICTIVE ANALYTICS ML - https://youtube.com/live/_K0hcGNjdgY?sub_confirmation=1
Part 4 - STATISTICS OF GENERATIVE AND NON-GENERATIVE AI - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:

11 2

🚀 Part 2 of our 7-Part AI in Pathology Series, inspired by Modern Pathology’s "Guided Journey through AI in Pathology," takes a deeper dive into Generative AI and its role in diagnostics.

📅 When: February 14, 2025
⏰ Time: 6 a.m. EST
📍 Where: Facebook, LinkedIn, YouTube, Instagram

What We’ll Cover:
✅ How Generative AI enhances image creation, data augmentation & reporting
✅ Key AI models shaping pathology—GPT-4, DALL-E, Stable Diffusion & more
✅ Multimodal AI’s impact on medical imaging & diagnostics
✅ Ethical & regulatory challenges in AI adoption

Generative AI is not just about creating images—it’s reshaping digital pathology through synthetic data generation, AI-assisted reporting, and automation.

👉 Set Your Reminder Now! Don’t miss this live Q&A on AI’s future in pathology!

Key Highlights:
- Generative AI vs. Non-Generative AI: What’s the difference?
- How AI-generated images assist in pathology model training
- Multimodal AI and its role in digital pathology workflows
- Exploring GPT-4, DALL-E & Stable Diffusion in medical applications
-Challenges in ethical AI use and regulatory considerations

📺 WATCH NEXT:
Part 1 - The Role of Generative vs. Non-Generative AI in Medical Diagnostics - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1
Part 2 - Generative AI in Pathology: Deeper Dive - https://youtube.com/live/hRv9GmMWSjk?sub_confirmation=1
Part 3 - NON-GENERATIVE AI PREDICTIVE ANALYTICS ML - https://youtube.com/live/_K0hcGNjdgY?sub_confirmation=1
Part 4 - STATISTICS OF GENERATIVE AND NON-GENERATIVE AI - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1
Part 5 - AI IN PATHOLOGY: REGULATORY ASPECTS OF AI - https://youtube.com/live/4LD-nizW1m4
Part 6 - Ethics and Bias Considerations in AI - https://youtube.com/live/_msahXzyDoY
Psrt 7 - AI in Pathology, ML-Ops, and the Future of Diagnostics - https://youtube.com/live/BWWSdFjv4sM

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
artificial intelligence,healthcare,digital pathology,artificial intelligence slowed,artificial intelligence video,artificial intelligence course,artificial intelligence full course,deep learning edureka,artificial intelligence for beginners,ai image generation in medical diagnostics,synthetic data in pathology ai,multimodal ai for healthcare,ai-driven pathology reports,stable diffusion for medical imaging,deep learning in medical diagnostics, future of ai in digital pathology

16 2

Welcome to Part 1 of our 7-part series on AI in Pathology, where we explore key concepts from Modern Pathology’s "Guided Journey through AI" review series.

📅 When: Feb. 08, 2025
⏰ Time: 6 a.m. EST
📍 Where: Facebook, LinkedIn, YouTube, Instagram

In this session, we’re breaking down:
✅ Generative AI (e.g., ChatGPT) vs. Non-Generative AI (predictive models)
✅ How AI is transforming pathology diagnostics, imaging, and automation
✅ The ethical and regulatory challenges of implementing AI in healthcare
✅ Can AI improve diagnostic accuracy, or does it introduce new risks?

This discussion highlights how different AI models function in medical diagnostics and how they are shaping the future of digital pathology. Whether you’re a pathologist, researcher, or AI enthusiast, this session will provide valuable insights into real-world applications.

👉 Set Your Reminder Now! Don’t miss this live Q&A session—let’s explore AI’s future in pathology together! 🌟

📺 WATCH NEXT:
Part 1 - The Role of Generative vs. Non-Generative AI in Medical Diagnostics - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1
Part 2 - Generative AI in Pathology: Deeper Dive - https://youtube.com/live/hRv9GmMWSjk?sub_confirmation=1
Part 3 - NON-GENERATIVE AI PREDICTIVE ANALYTICS ML - https://youtube.com/live/_K0hcGNjdgY?sub_confirmation=1
Part 4 - STATISTICS OF GENERATIVE AND NON-GENERATIVE AI - https://youtube.com/live/bBIjz_gC-AE?sub_confirmation=1
Part 5 - AI IN PATHOLOGY: REGULATORY ASPECTS OF AI - https://youtube.com/live/4LD-nizW1m4
Part 6 - Ethics and Bias Considerations in AI - https://youtube.com/live/_msahXzyDoY
Psrt 7 - AI in Pathology, ML-Ops, and the Future of Diagnostics - https://youtube.com/live/BWWSdFjv4sM

✨ Key Highlights:

- Differences between Generative and Non-Generative AI in medical diagnostics
- How AI is being used in pathology for predictive modeling and automation
- Regulatory considerations for AI implementation in healthcare
- Can AI enhance diagnostic accuracy, or does it create new challenges?
- Exploring case studies from Modern Pathology’s AI review series

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS & GEAR:
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📕 'Histology: A Text and Atlas' book by Wojciech Pawlina: https://amzn.to/3UYdKge
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🔗 CONNECT WITH ALEKS:
🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
ai in pathology,generative ai vs. non-generative ai in healthcare,predictive ai in medical diagnostics,machine learning for pathology,ethical considerations in ai diagnostics,ai-powered pathology tools,AI applications in digital pathology,future of ai in pathology,AI automation in diagnostics,deep learning for pathology,artificial intelligence,pathology,digital pathology

18 0

Welcome to another edition of DigiPath Digest! 🎉 In this live session, we’re diving into cutting-edge research that is transforming digital pathology and cancer diagnostics. From AI-driven approaches to liver biopsy to deep learning models predicting bladder cancer metastasis, we cover key advancements shaping the field.

In this session, we’ll discuss:
🔹 The evolving role of liver biopsy in the age of AI-driven diagnostics.
🔹 Predicting lymph node metastasis in muscle-invasive bladder cancer using deep learning models.
🔹 Understanding the tumor microenvironment in non-small cell lung cancer to predict immunotherapy responses.
🔹 Advancements in HistoNeXt, a dual-mechanism AI model for improved nuclear segmentation and classification.

The abstracts we discussed today:
📰 Evaluation of an enhanced ResNet-18 classification model for rapid on-site diagnosis in respiratory cytology
🔗 https://pubmed.ncbi.nlm.nih.gov/39754166/

📰 Advancing precision medicine: The transformative role of artificial intelligence in immunogenomics, radiomics, and pathomics for biomarker discovery and immunotherapy optimization
🔗 https://pubmed.ncbi.nlm.nih.gov/39749734/

📰 A machine learning approach to predict HPV positivity of oropharyngeal squamous cell carcinoma
🔗 https://pubmed.ncbi.nlm.nih.gov/39748723/

📰 The uropathologist of the future: Getting ready with intelligence for the prostate cancer tsunami
🔗 https://pubmed.ncbi.nlm.nih.gov/39748708/

📰 Artificial Intelligence and Whole Slide Imaging Assist in Thyroid Indeterminate Cytology: A Systematic Review
🔗 https://pubmed.ncbi.nlm.nih.gov/39746329/

Let’s continue pushing the boundaries of digital pathology and make 2025 a year of innovation and discovery. See you there!

✨ Key Highlights:

- AI-driven improvements in liver biopsy and digital pathology.
- Predicting lymph node metastasis with deep learning models.
- Tumor microenvironment analysis for immunotherapy response.
- Advances in nuclear segmentation with AI models.
- The role of digital pathology in personalized cancer treatment.

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
AI in digital pathology,machine learning,ai for healthcare,immunotherapy response prediction,ai diagnostic methods,AI applications in pathology labs,Deep learning in cancer pathology,Prostate cancer diagnosis with AI,digital pathology workflow,Deep learning in bladder cancer diagnostics,enhancing cancer care with ai-powered tools,The future of pathology with whole slide imaging,digital pathology ai

16 2

Welcome to DigiPath Digest #18, where we’ll explore how federated learning is revolutionizing AI development in pathology.

This innovative approach enables institutions to collaborate on building AI models while keeping sensitive data secure, making it a key step forward for both privacy and progress.

Here’s what I’ll cover in this session:
✅ What federated learning is and its application in digital pathology.
✅ The privacy advantages of decentralized AI training.
✅ Real-world examples of how this technology is improving diagnostics.
✅ Why federated learning is shaping the future of AI in healthcare.

Join me as we dive into how federated learning is paving the way for smarter, more secure solutions in pathology.

✨Key Highlights:
- Decentralized AI model training using federated learning.
- Maintaining data privacy while enhancing predictive analytics.
- Applications in transfusion medicine and operational efficiency.
- The role of federated learning in reducing AI bias.
- Insights into the challenges of setting up federated learning infrastructure.

📙 Resources Mentioned:

📺 WATCH NEXT:
PATHOLOGIST IN THE AI ERA: SKILLS FOR THE FUTURE - https://youtube.com/live/VzW2agCSuRI?sub_confirmation=1
AI IN PATHOLOGY: ENHANCING BREAST CANCER ANALYSIS & GLOBAL HEALTH MONITORING - https://youtube.com/live/pY7lVDfJV0s?sub_confirmation=1
PATHOLOGIST IN THE AI ERA: SKILLS FOR THE FUTURE - https://youtube.com/live/VzW2agCSuRI?sub_confirmation=1
MICROSCOPY VIA SMART PHONE - https://youtube.com/live/RLJDdVBHnTs?sub_confirmation=1
Predictive AI in Cancer: From Tumor Genetics to Personalized Care - https://youtube.com/live/GWsLzKvzRB4?sub_confirmation=1
AI in Pathology: Advancing Colorectal, Kidney, and Breast Cancer Diagnostics - https://youtube.com/live/jkT8dTxelt4?sub_confirmation=1


📄SHOW NOTES & TRANSCRIPT Visit the website for the transcript and show notes - https://digitalpathologyplace.com/podcast/

🙏 LEAVE A REVIEW
If you enjoyed listening to the podcast, please like and comment down below what you found most interesting. Don’t forget to subscribe for more insightful episodes!

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
future of healthcare,digital pathology,ai model training with data privacy,digital pathology place,aleksandra zuraw digital pathology,aleksandra zuraw Pathology,Aleksandraw Zuraw Digital Pathology Place,Digital pathology innovations,Challenges in AI model development,data standardization in pathology ai,Bias reduction in AI for healthcare,Democratizing digital pathology with federated learning,Digital pathology Place,future directions and innovations in the field

16 3

Are you prepared for the shift AI is bringing to pathology? As artificial intelligence becomes an integral part of diagnostic workflows, pathologists need to adapt and develop new skills to remain at the forefront of the field.

In this session, we’ll review literature abstracts about:

AI Integration in Pathology: How AI is transforming diagnostics and enhancing accuracy
Skills for Success: The essential capabilities pathologists need in a tech-driven era
Real-World Applications: Examples of AI-driven tools already shaping pathology practice
A few more abstracts on various AI and Digital Pathology topics
Join us to uncover how pathologists can embrace the AI era and thrive in a rapidly evolving profession.

📙Resources Mentioned:
https://pubmed.ncbi.nlm.nih.gov/39542175/

✨ Key Topics:

The essential skills pathologists need for the AI era
How to critically assess AI tools for pathology
Interdisciplinary collaboration in digital pathology
The role of digital pathology in advancing patient care
Overcoming challenges in integrating AI into pathology practices

📺 WATCH NEXT:
AI IN PATHOLOGY: ENHANCING BREAST CANCER ANALYSIS & GLOBAL HEALTH MONITORING - https://youtube.com/live/pY7lVDfJV0s?sub_confirmation=1

MICROSCOPY VIA SMARTPHONE - https://youtube.com/live/RLJDdVBHnTs?sub_confirmation=1

Predictive AI in Cancer: From Tumor Genetics to Personalized Care - https://youtube.com/live/GWsLzKvzRB4?sub_confirmation=1

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
AI in medical diagnostics, Pathologists adapting to AI, Digital pathology advancements, Artificial intelligence in pathology workflows, Competencies for pathologists in AI era, Pathology education for digital tools, Healthcare AI innovations, AI tools in histopathology, Pathology technology integration, Future trends in pathology, Modern pathology skills, AI-driven diagnostic tools, Digital pathology training programs, Emerging technologies in pathology, Machine learning in pathology, Big data in digital pathology, Computational pathology insights, Digital pathology case studies, Pathology informatics trends, Preparing pathologists for digital transformation

22 10

Join me for a post-PathVisions live stream where I will give you a few conference updates and we’ll explore how AI is advancing breast cancer diagnostics and supporting large-scale health initiatives worldwide.

In this session, we’ll dive into:

Path Visions #24 recap
AI-Powered Breast Cancer Analysis: Discover how AI is improving the accuracy of Ki-67 image analysis and multi-label mammography, enabling faster and more precise diagnoses.
Global Health Monitoring with AI: See how AI is being used to monitor and assess large-scale deworming programs, helping ensure effective healthcare delivery in resource-limited settings.

📙 Publications Discussed Today:

📝 AI-Supported Digital Microscopy Diagnostics in Primary Health Care Laboratories: Protocol for a Scoping Review
🔗 https://pubmed.ncbi.nlm.nih.gov/39486020/

📝 Ki-67 evaluation using deep-learning model-assisted digital image analysis in breast cancer
🔗 https://pubmed.ncbi.nlm.nih.gov/39478421/

📝 A Multi-label Artificial Intelligence Approach for Improving Breast Cancer Detection With Mammographic Image Analysis
🔗 https://pubmed.ncbi.nlm.nih.gov/39477432/

📝 A comprehensive evaluation of an artificial intelligence-based digital pathology to monitor large-scale deworming programs against soil-transmitted helminths: A study protocol
🔗 https://pubmed.ncbi.nlm.nih.gov/39466830/

✨ Key Highlights

CHI 67 evaluation using deep learning in breast cancer diagnostics
Integration of narrow and less narrow AI in pathology workflows
Applications of digital microscopy in primary healthcare settings
AI-based monitoring for large-scale deworming programs
Glassless pathology as a new frontier in digital imaging

📺 WATCH NEXT:

PATHOLOGIST IN THE AI ERA: SKILLS FOR THE FUTURE - https://youtube.com/live/VzW2agCSuRI?sub_confirmation=1
MICROSCOPY VIA SMART PHONE - https://youtube.com/live/RLJDdVBHnTs?sub_confirmation=1
Predictive AI in Cancer: From Tumor Genetics to Personalized Care - https://youtube.com/live/GWsLzKvzRB4?sub_confirmation=1
AI in Pathology: Advancing Colorectal, Kidney, and Breast Cancer Diagnostics - https://youtube.com/live/jkT8dTxelt4?sub_confirmation=1

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
breast cancer diagnostics with ai,path visions conference trends,CHI 67 AI analysis,artificial intelligence,ai in pathology,patient-centric care,AI-supported global health monitoring,Narrow AI in pathology,Less narrow AI in diagnostics,AI in public health initiatives,Integrating AI into primary healthcare workflows,How AI is driving innovations in global health programs,Narrow AI applications in pathology diagnostics,artificial intelligence robot

10 9

Join me for an insightful live stream as we explore how AI is transforming cancer diagnostics and personalized care.

In this session, we’ll dive into the latest advancements in AI-powered tumor genetics and how predictive algorithms are shaping personalized treatment plans for cancer patients.

Here’s what we’ll cover:

AI in Tumor Genetics: Learn how AI enhances our ability to predict tumor behavior and genetic mutations, leading to more targeted treatment options.
PD-L1 and HER2 Scoring: Discover how AI is optimizing these crucial biomarkers in cancer care, improving accuracy and patient outcomes.
Personalized Cancer Care: See how AI-driven data is helping to tailor treatments, ensuring more effective and personalized care for each patient.
Let’s explore the future of cancer care together and see how AI is revolutionizing diagnostics and personalized treatment.

✨ Key Highlights

- Advancements in AI-driven HER2 and PD-L1 scoring for breast and lung cancer
- Using predictive algorithms to assess tumor genetics
- How AI tools enhance diagnostic precision and consistency
- The role of AI in developing personalized cancer care plans
- Insights from global studies on AI applications in oncology

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS, GEAR,& RECOMMENDATION FOR YOU
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📙 My favorite histology book (get it if you want the best resource!): https://amzn.to/451o2Rx
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:

7 1

I’m excited to invite you to DigiPath Digest #14 tomorrow! In this session, we’ll explore how AI is transforming the field of pathology, with a focus on colorectal cancer, kidney transplantation, and breast cancer diagnostics.

📙Here’s what we’ll cover:
- AI in Colorectal Cancer: How AI is improving case prioritization and detection accuracy.
- AI-Assisted Kidney Transplantation: Discover how AI enhances pre-implantation biopsy interpretations for better transplant outcomes.
- Breast Cancer Diagnostics: Learn how automated AI scoring of tumor-infiltrating lymphocytes is pushing the boundaries of precision.
- If you’re looking to stay in the driver’s seat of the rapidly evolving field of pathology, you won’t want to miss this 14th edition of DigiPath Digest! Join us to see how AI is powering pathology and transforming patient care.

✨ Key Topics:
- AI for colorectal cancer biopsy prioritization
- Using AI to assess pre-implantation kidney biopsies
- The role of AI in tumor-infiltrating lymphocytes (TILs) scoring for breast cancer
- How AI reduces observer variability and increases diagnostic accuracy
- Practical integration of AI tools into digital pathology workflows

📺 WATCH NEXT:
https://youtu.be/EFCeWjuHA68?sub_confirmation=1 - Exploring Innovations at the STP 2024: AI in Toxicological Pathology & Digital Tools
https://youtu.be/3Ck0WkboQMU?sub_confirmation=1 - Why Are Healthcare Costs So High? A Look at "The Price We Pay" by Dr. Marty Makary
https://youtu.be/-oVSmCXX5tk?sub_confirmation=1 - How to Get PubMed Notifications | Digital Pathology & AI or Any Domain
https://youtu.be/ULQAycZESks?sub_confirmation=1 - What if AI Fails us? Consequences in pathology | Journal Club

🙏 LEAVE A REVIEW
If you enjoyed listening to the podcast, please like and comment below what you found most interesting. Don’t forget to subscribe for more insightful episodes!

📙FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS: https://digitalpathology.club/digital-pathology-beginners-guide-notification

This is hands down the BEST place to start when it comes to digital pathology, which will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!

NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
📘Digital Pathology 101 E-book! - https://digitalpathology.club/digital-pathology-beginners-guide-notification
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club) - https://digitalpathology.club/dp-club-membership-sp
📩 Free Weekly Pathology Insights - Digital Pathology Newsletter - https://digitalpathologyplace.com/contact/
🔬 Starting in tissue image analysis? - https://digitalpathology.club/dp-club-membership-sp

MY FAVORITE TOOLS & GEAR:
📱 My microscopic photography phone case - http://skopedmicro.com/1625068689/digitalpathologyplace
📷 My microscope camera (It's amazing!!!) - https://imillermicroscopes.com/pages/path4k
📹 My DJI Osmo Pocket 3 - https://amzn.to/3R1b1Bz
📕 'Histology: A Text and Atlas' book by Wojciech Pawlina: https://amzn.to/3UYdKge
📙 Digital Pathology 101 - https://amzn.to/3yKjVgk

🔗 CONNECT WITH ALEKS:
🌎 Website - https://digitalpathologyplace.com/
📸 Instagram: https://www.instagram.com/digital_pathology_place/
🎥 FB - https://www.facebook.com/digitalpathologyplace
👨‍💻 LinkedIn - https://www.linkedin.com/in/aleksandra-zuraw-dvm-phd-dacvp/
📱 TikTok - https://www.tiktok.com/@digitalpathology
🐦 Twitter - https://twitter.com/olkazuraw?lang=en

#️⃣ Related Tags:
ai-enhanced pathology diagnostics, ai in pathology,Colorectal cancer diagnostics AI,ai,Breast cancer diagnostics AI,Digital pathology tools,AI in cancer pathology,pathology workflow automation,AI models in pathology,Pathology diagnostics AI,Using deep learning models for pathology diagnostics,AI-powered pathology diagnostics,deep learning models for pathology,Pathology diagnostics with AI,digital pathology place,Digital pathology,ai-based pathology tools,Machine learning in pathology

5 7

Join me for DigiPath Digest #13, where we’ll dive into the latest advancements in AI-driven digital pathology.

In this session, we’ll explore how AI is transforming the landscape of cancer diagnostics, focusing on the role of PD-1 in immunotherapy and the use of AI in prostate cancer prognostics.

From improving diagnostic accuracy to enhancing patient outcomes, AI is reshaping how we approach cancer detection and treatment.

What to expect:

The impact of AI on immunotherapy and PD-1 evaluation.

AI applications in prostate cancer risk stratification and prognosis.

How AI-driven digital tools are accelerating diagnostic workflows.

Event Details:
📅 Date: October 4, 2024
🕕 Time: 6 a.m. EST
📍 Venue: YouTube, LinkedIn, Instagram, Facebook

Let’s explore the future of digital pathology together and see how these innovations are driving meaningful changes in healthcare.

Looking forward to seeing you there!

14 0

Join me as we review the recent literature about AI in pathology.

From improving retinal screening techniques to expanding access to cancer diagnostics worldwide, we’ll discuss how these innovations reshape patient care and enhance diagnostic accuracy.

We’ll look at how AI-driven tools are transforming cancer diagnosis and creating global solutions that allow faster, more accurate results in regions where access to specialized care is limited.

Let’s explore the future of digital pathology together and see how AI is making a real difference!

📅 Date: September 27, 2024
🕕 Time: 6 a.m. EST
📍 Venue: YouTube, LinkedIn, Instagram, Facebook

Looking forward to seeing you there!

10 0