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Stanford University

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Postdoctoral Position in Computer Vision for Cataract Surgical Video Recognition at Stanford University Stanford University in United States

Degree Level

Postdoc

Field of study

Computer Science

Funding

NIH-funded postdoctoral position with a 2-year appointment term. The expected base pay is the Stanford University required minimum for postdoctoral scholars appointed through the Office of Postdoctoral Affairs; FY27 minimum is $79,056.

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Country

United States

University

Stanford University

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Keywords

Computer Science
Ophthalmology
Biomedical Engineering
Information Technology
Medical Imaging
Deep Learning
Biology
Computer Vision
Medical Science
ML

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About this position

Stanford University’s Department of Ophthalmology is advertising a postdoctoral position in the Stanford Optima Group with faculty mentor Sophia Wang.

The project focuses on PhacoTrainer, using computer vision, machine learning, and deep learning for cataract surgical video recognition. Research themes include validating models on external datasets, improving generalizability, training and fine-tuning vision models, working with vision foundation models, improving model efficiency, and evaluating real-world impact on user outcome metrics.

This is an NIH-funded position with a 2-year appointment. The expected base pay is the Stanford University required minimum for postdoctoral scholars; the FY27 minimum listed is $79,056.

Eligibility highlights include a PhD by the start date, experience with imaging and/or video datasets, and strong skills in machine learning, computer vision, and deep learning. Excellent English communication skills, independent problem-solving ability, and teamwork are also required. Applicants from any discipline are welcome if they are strongly interested in ophthalmic applications.

To apply, prepare a CV, cover letter, scientific writing sample, and contact details for three recent references, then follow Stanford’s postdoctoral positions / faculty mentor application pathway.

Funding details

NIH-funded postdoctoral position with a 2-year appointment term. The expected base pay is the Stanford University required minimum for postdoctoral scholars appointed through the Office of Postdoctoral Affairs; FY27 minimum is $79,056.

What's required

Doctoral degree (PhD) conferred by the start date; demonstrated experience with imaging and/or video datasets; training and experience in machine learning, computer vision, and deep learning methods; excellent English language communication skills (oral and written); ability to work independently and as part of a team; high motivation/initiative and excellent independent problem-solving skills. Trainees from any discipline are encouraged if highly interested in ophthalmic applications.

How to apply

Prepare a CV, cover letter, scientific writing sample, and contact information for 3 recent references. Use Stanford's Open Postdoctoral Positions / Finding a Faculty Mentor application pathway on the postdoctoral affairs site to apply.

More information can be found here

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