Search

Home > Digital Pathology Podcast > 158: Multimodal Magic AI’s Role in Lung & Prostate Cancer Predictions


	Podcast:		Digital Pathology Podcast
	Episode:		158: Multimodal Magic AI’s Role in Lung & Prostate Cancer Predictions
	Category:		Science & Medicine
	Duration:		00:28:50
	Publish Date:		2025-08-29 13:00:00
	Description:		Send us a text What if AI could predict cancer outcomes better than traditional methods—and at a fraction of the cost? In this episode, I explore how multimodal AI is reshaping lung and prostate cancer predictions and why integration challenges still stand in the way. Episode Highlights with Timestamps: [00:02:57] Agentic AI in toxicologic pathology – what it is and how it could orchestrate workflows. [00:05:40] Grandium desktop scanners – making histology studies more accessible and efficient. [00:08:03] Clover framework – a cost-effective multimodal model combining vision + language for pathology. [00:13:40] NSCLC study (Beijing Chest Hospital) – AI predicts progression-free and overall survival with high accuracy. [00:17:58] Prostate cancer prognostic model (Cleveland Clinic & US partners) – validating AI-enabled Pathomic PRA test. [00:23:35] Thyroid neoplasm classification – challenges for AI in distinguishing overlapping histopathological features. [00:34:49] Real-world Belgium case study – AI integration into prostate biopsy workflow reduced IHC testing and turnaround time. [00:41:03] Lessons learned – adoption hurdles, system integration, and why change management is essential for successful digital transformation. Resources from this Episode World Tumor Registry – A global open-access repository for histopathology images: World Tumor Registry Beijing Chest Hospital NSCLC AI Prognostic Study – Prognosis prediction using multimodal models. Cleveland Clinic Pathomic PRA Study – Independent validation of AI-enabled prostate cancer risk assessment. Grandium Scanners – Compact desktop scanners for histology slides: Grandium.ai Support the show Become a Digital Pathology Trailblazer get the "Digital Pathology 101" FREE E-book and join us!
	Total Play:		0