100: AI in Pathology: DigiPath Digest #9 (From Retinal Assessment to Tumor Prognostics)
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In this episode, we celebrate the 100th edition of the Digital Pathology Podcast!Thank you so much for being part of this journey!You are my Digital Pathology Trailblazers and I prepared a Digital Pathology Trailblazer manifesto for us!This is the 9th edition of DigiPath Digest, and we are attracting more and more people to this series.I am also working on a new YouTube digital pathology course and am offering the first 100 enrollments for free in exchange for feedback. During today's episode, we cover several papers including research on AI for predicting post-operative liver metastasis, validation of AI-based breast cancer risk stratification models, AI applications in clinical microbiology, advances in parasitology diagnostics, AI for retinal assessment, and AI models for detecting microsatellite instability in colorectal cancer. We also unveil a Digital Pathology Trailblazer manifesto emphasizing the ethos and dedication of the community. Join us to stay current with literature, advancements, and insights from the fascinating world of digital pathology.00:00 Introduction and Announcements00:25 Live Podcast Proposal01:40 Welcome and Audience Interaction03:05 Updates and Apologies06:11 YouTube Course Announcement07:23 Technical Difficulties and Solutions10:00 Digital Pathology Club and Vendor Sessions11:28 First Research Paper Discussion17:38 Second Research Paper Discussion20:07 ER Positive and HER2 Negative Patient Subgroup Analysis20:59 Independent Prognostic Value of StratiPath Breast Solution21:59 Challenges and Benefits of Image-Based Stratification22:58 Technical Difficulties and Live Stream Interaction24:22 Introduction to Paper Number Three: AI in Clinical Microbiology28:07 AI in Parasitology Screening and Diagnosis29:30 Physics-Informed AI for Retinal Assessment33:08 AI for Microsatellite Instability Detection in Colorectal Cancer36:42 YouTube Course Announcement and Digital Pathology Trailblazer Manifesto42:25 Celebrating the 100th Episode of the Digital Pathology PodcastTHE ABSTRACTS WE COVERED TODAY📄 A novel model for predicting postoperative liver metastasis in R0 resected pancreatic neuroendocrine tumors: integrating computational pathology and deep learning-radiomics.https://pubmed.ncbi.nlm.nih.gov/39143624/📄 Validation of an AI-based solution for breast cancer risk stratification using routine digital histopathology imageshttps://pubmed.ncbi.nlm.nih.gov/39143539/📄 Potential roles for artificial intelligence in clinical microbiology from improved diagnostic accuracy to solving the staffing crisishttps://pubmed.ncbi.nlm.nih.gov/39136261/📄No longer stuck in the past: new advances in artificial intelligence and molecular assays for parasitology screening and diagnosishttps://pubmed.ncbi.nlm.nih.gov/39133581/📄Physics-informed deep generative learning for quantitative assessment of the retinahttps://pubmed.ncbi.nlm.nih.gov/39127778/📄Artificial Intelligence Models for the Detection of Microsatellite Instability from Whole-Slide Imaging of Colorectal Cancerhttps://pubmed.ncbi.nlm.nih.gov/39125481/▶️ YouTube Version of this Episodehttps://www.youtube.com/live/Uwca5rzAtEA?si=Rd8r4LVM1utEKWdt

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