Naoto Usuyama

Nov 27, 2024 | microsoft.com | Eric J Horvitz |Harsha Nori |Naoto Usuyama

Groundbreaking advancements in frontier language models are progressing rapidly, paving the way for boosts in accuracy and reliability of generalist models, making them highly effective in specialized domains. As part of our ongoing exploration of foundation model capabilities, we developed Medprompt last year—a novel approach to maximize model performance on specialized domain and tasks without fine-tuning.

May 22, 2024 | microsoft.com | Hoifung Poon |Naoto Usuyama |Brenda Potts

The confluence of digital transformation in biomedicine and the current generative AI revolution creates an unprecedented opportunity for drastically accelerating progress in precision health. Digital pathology is emblematic of this exciting frontier. In cancer care, whole-slide imaging has become routinely available, which transforms a microscopy slide of tumor tissue into a high-resolution digital image.