Exploring Open-Source for Tissue Image Analysis and Data Science Business

Ever pondered the confluence of #DigitalPathology and advanced tech like #MachineLearning? The answer is Dr. Trevor McKee, a trailblazer at the epicenter of this fusion, and he graces our podcast today!
Dr. Trevor McKee stands tall as an authority in computer vision for medical imaging, with two decades of groundbreaking work to his credit. He began his journey with a PhD in Bioengineering at MIT and has since been an unstoppable force. Today, he is an Adjunct Lecturer at the University of Toronto, the CEO and co-founder of Pathomics.io , and the Chief Scientific Officer at BioCache™ Lab Solutions. From forging new analysis pathways in "tissue cytometry" to publishing 40+ significant research papers, Dr. McKee has been synonymous with innovation in pathology and medical imaging. 🌟🔬
//CHAPTERS
00:00:00:00 - 00:00:35:07 - Introduction and Importance of Open-Source
00:00:35:09 - 00:01:52:04 - Modern Tools, Trevor's Work, and Data Quality
00:01:52:06 - 00:03:07:03 - Open Data Benefits and Performance Technicalities
00:12:55:01 - 00:14:06:00 - Data Security, QA, and Open-Source Business Model
00:14:06:02 - 00:15:40:03 - Image Analysis, Commercial Solutions, and Future Directions
00:20:45:05 - 00:22:12:00 - Machine Learning Limitations and Open-Source in Medical Research
00:22:12:00 - 00:23:50:05 - Balancing Business Revenue and Ethical Data Use
00:26:35:09 - 00:27:34:00 - Wiki page with tissue image analysis literature
00:27:34:22 - 00:28:54:21 - Digital Pathology, Open-Source in Business, and Community Contribution
00:28:55:05 - 00:29:18:10 - Closing Remarks
🔍 Episode Snapshots:
Exploring the world of open-source and its importance in data science.
The transformative power of machine learning and its potential pitfalls.
The symbiotic relationship between business and open-source, and its global impact.
🤖 Journeying Through the Open-Source Universe:
Join Trevor as he sheds light on the beauty of open-source, its significance in today's data-driven world, and how it paves the way for the next generation of data science applications.
🌐 Open-Source in Business & Machine Learning's Global Impact:
We delve into the balance between business goals and ethical use of data. Trevor emphasizes the need for quality assurance, data security, and how businesses can thrive while committing to open-source principles.
👥 Connect with Trevor:
LinkedIn: / trevordmckee
🔗 Mentioned Resources:
Pathology 101 for non-pathologists (Within the Digital Pathology Club)
digitalpatholo...
Pathomics website: pathomics.io/
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FREE RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
💻 Digital Pathology Starter Kit!
www.aleksandra...
This is hands down the BEST place to start regarding digital pathology that will bring you up to speed or structure your current knowledge and launch your expertise. Don't miss it!
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NEXT-TIER RESOURCES FOR DIGITAL PATHOLOGY TRAILBLAZERS:
💻 Pathology 101 for non-pathologists (within the Digital Pathology Club)
digitalpatholo...
Are you starting your journey in tissue image analysis and computational pathology and are confused about what exactly you are supposed to analyze on the whole slide image?
I am finishing a course for computer scientists and professionals starting their journey in image analysis for pathology. This course will help you understand tissue and pathology without needing to deeply understand medicine. Join now!
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RECOMMENDED BOOKS & THINGS:
📗 Artificial Intelligence and Deep Learning in Pathology: amzn.to/42dh4Xn
📙 The healing art of pathology: amzn.to/3pkUXjf
🔬Set of Histology Slides for Self-education and Teaching: amzn.to/44QIFPV
📱 My microscopic photography phone case: skopedmicro.com...
📷 My microscope camera (It's amazing!!!): imillermicrosc...
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🌎 Website: digitalpatholo...
#️⃣ Instagram: / digital_pathology_place
#️⃣ FB: / digitalpathologyplace
#️⃣ LinkedIn: / aleksandra-zuraw-dvm-p...
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exploring open-source for tissue image analysis, the impact of machine learning in business, balancing business goals with ethical data use, domain-specific machine learning models, The role of open-source in the modern digital era, Innovations in image analysis research, navigating the business potential of open-source platforms,

[@Technology_Releases]

Very good and nice Digital Tech Exploration ....

[@aleksandrazurawpathology]

Thank you!

[@Technology_Releases]

We always love watching your videos. Keep posting more and more videos... Hope you are not boring with us here @@aleksandrazurawpathology