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Naoto Usuyama

Applied Researcher at Microsoft Healthcare

Naoto Usuyama is a Principal Researcher at Microsoft Research, focusing on biomedical foundation model research and AI for precision medicine.1 He has been with Microsoft since April 2014, initially as a Software Engineer and later transitioning to a Senior Applied Researcher role in March 2017.1

Usuyama's work primarily involves:

  1. Developing large language models for biomedical and clinical domains, such as PubMedBERT, CXR-BERT, and OncoBERT.1
  2. Creating multimodal foundation models for radiology and histopathology images, including BioViL, BiomedCLIP, and LLaVa-Med.1
  3. Researching AI applications to reduce medication errors in pharmacy workflows.12

His notable achievements include:

  • Publishing "Fast and accurate medication identification" in Nature Digital Medicine (2019).12
  • Contributing to the "ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification" presented at CVPR 2020 VL3.1
  • Receiving a Microsoft Annual Hackathon Award in 2019 and a Kaggle Gold Medal.1

Usuyama holds a degree in Computer Science from The University of Tokyo, where he specialized in Cancer Genomics, Bayesian Probabilistic Modeling, and Bioinformatics.1 He is proficient in English and fluent in Japanese.1

Recently, Usuyama has been involved in developing GigaPath, a foundation model for digital pathology, which aims to advance AI technologies for cancer pathology.3

Highlights

Nov 27 · microsoft.com
Naoto Usuyama at Microsoft Research
Naoto Usuyama at Microsoft Research
Sep 25 · microsoft.com
Real-world Evidence: People - Microsoft Research
Theodore (Zhengde) Zhao' Homepage
Mar 11 · microsoft.com
GigaPath: Foundation Model for Digital Pathology - Microsoft
GigaPath: Foundation Model for Digital Pathology - Microsoft
‪Naoto Usuyama‬ - ‪Google Scholar‬
Jul 18 · microsoft.com
AI for Precision Health - Microsoft Research
Fast and accurate medication identification - PMC

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Naoto Usuyama
Naoto Usuyama, photo 1
Naoto Usuyama, photo 2
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Location

Greater Seattle Area