Julianna Ianni
Vice President of AI Research & Development at Proscia, focusing on deep learning applications for pathology and improving pathologist workflows.
Best podcasts with Julianna Ianni
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Jan 27, 2025 • 21min
Foundation Model Series: Accelerating Pathology Model Development Using Embeddings with Julianna Ianni from Proscia
Julianna Ianni, Vice President of AI Research and Development at Proscia, is reshaping pathology with advanced AI solutions. She discusses how Concentriq's innovative Embeddings feature accelerates AI model creation—making it 13 times faster than traditional methods. Julianna dives into the importance of integrating external foundation models for enhanced performance and flexibility. The conversation also covers tackling biases in AI and the platform’s role in revolutionizing precision medicine, ultimately making pathology insights more accessible.
Oct 28, 2021 • 38min
Multi-task Learning for Melanoma Detection with Julianna Ianni - #531
Julianna Ianni, VP of AI Research & Development at Proscia, discusses groundbreaking advancements in using deep learning for melanoma detection. She highlights the development of a multitask classifier, improving accuracy in distinguishing low-risk from high-risk cases. Julianna also elaborates on the challenges of achieving consensus among pathologists and the complexities of training AI to handle image artifacts. As AI transforms cancer diagnostics, she shares insights into the promising future for integrating these technologies into clinical practices.
