Bin Li
Fouder & CTO at University of Oxford
Greater Oxford Area United Kingdom
Summary
👤
Senior🎓
Top SchoolBin Li is a postdoctoral researcher at the University of Oxford with nine years of experience developing computational methods for pathology informatics and precision medicine. He earned his PhD in Biomedical/Medical Engineering from the University of Wisconsin–Madison, where his work combined bioimage analysis and omics to extract actionable biomarkers from complex histological data. At Oxford’s Big Data Institute he collaborates on characterizing image biomarkers for inflammatory bowel disease, bridging algorithm development with translational research. He also advises ZYTCA Animal Health on machine learning applications, reflecting a practical bent toward affordable, deployable solutions. Trained in optoelectronics and imaging, he blends deep technical expertise in bioimaging with a knack for translating research prototypes into real-world tools.
9 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD Biomedical/Medical Engineering, Doctor of Philosophy - PhD Biomedical/Medical Engineering at University of Wisconsin-MadisonBachelor of Engineering (B.E.) Optoelectronics Engineering, Bachelor of Engineering (B.E.) Optoelectronics Engineering at 天津大学
Chinese, English, French
Github Skills (41)
pytorch10
histopathology10
slide10
generative-adversarial-network10
semi-supervised-learning10
stream10
unsupervised-learning10
deep-learning10
self-attention10
self-supervised-learning10
torchvision10
transformer10
weakly-supervised-learning10
image-synthesis9
convolutional-neural-networks9
Programming languages (5)
Github contributions (5)
uw-loci/shg_he_registration
Nov 2019 - Aug 2020
Contributions:22 commits, 13 pushes in 9 months
binli123/dsmil-wsi
Nov 2020 - Aug 2022
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Contributions:89 commits, 7 PRs, 105 pushes in 1 year 9 months
torchvisionstreamhistopathologyself-supervised-learningslide-image
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