Research Fellow (M. Wang)
Mass General Brigham
Summary
A postdoctoral position is available at Schepens Eye Research Institute of Massachusetts Eye and Ear under the supervision of Dr. Mengyu Wang. The postdoctoral fellow will conduct research on developing foundation models for eye disease diagnosis and prognosis, leveraging large-scale ophthalmic datasets and advanced computational approaches to improve the detection, characterization, and prediction of eye diseases.
Job description
Position Summary
A postdoctoral position is available at Schepens Eye Research Institute of Massachusetts Eye and Ear under the supervision of Dr. Mengyu Wang. The postdoctoral fellow will conduct research on developing foundation models for eye disease diagnosis and prognosis, leveraging large-scale ophthalmic datasets and advanced computational approaches to improve the detection, characterization, and prediction of eye diseases.
Essential Functions
- Developing foundation models for research projects
- Assisting with exporting and preprocessing data
- Writing manuscripts
- Assisting with grant applications
- Co-mentoring research assistants and interns
- Designing, planning, and executing research experiments or projects
- Gathering, analyzing, and interpreting data using statistical methods and tools
- Conducting comprehensive literature reviews
- Preparing and publishing research findings in peer-reviewed journals and presenting at conferences and seminars
- Working collaboratively with faculty, students, and other researchers
- Mentoring graduate and undergraduate students
- Preparing periodic reports summarizing research progress
Education and Experience
The successful applicant will possess or be on track to complete a PhD or MD with background in mathematics, computational science, computer science, statistics, machine learning, deep learning, computer vision, image processing, biomedical engineering, bioinformatics, visual science and ophthalmology or a related field. Fluency in written and spoken English is essential. Strong programming skills (Python, R, MATLAB, C++, etc.) and in-depth understanding of statistics and machine learning are required. Experience with Linux clusters is a plus. A strong and productive publication record is required. A strong work ethic and time management skills along with the ability to work independently and within a multidisciplinary team are required.
Working Conditions
The postdoctoral fellow will work in the office located at 20 Staniford Street, Boston, MA, 02114. Hybrid work mode is allowed. Computers and office space will be provided by the principal investigator.
Requirements
- PhD or MD (or on track to complete) in mathematics, computational science, computer science, statistics, machine learning, deep learning, computer vision, image processing, biomedical engineering, bioinformatics, visual science, ophthalmology, or related field
- Fluency in written and spoken English
- Strong programming skills in Python, R, MATLAB, C++, etc.
- In-depth understanding of statistics and machine learning
- Strong and productive publication record
- Strong work ethic and time management skills
- Ability to work independently and within a multidisciplinary team
- Previous research experience 3-5 years
- Experience with Linux clusters (plus)
Benefits
- Education resources
- Career development resources
- Research resources
Company overview
Mass General Brigham is one of the largest integrated healthcare delivery systems in the United States, formed through the merger of Massachusetts General Hospital and Brigham and Women's Hospital. Based in Boston, Massachusetts, this academic medical center system operates multiple hospitals, specialty facilities, and community health centers throughout New England. The organization is renowned for its world-class patient care, cutting-edge medical research, and comprehensive medical education programs. As a teaching affiliate of Harvard Medical School, Mass General Brigham trains the next generation of healthcare professionals while advancing medical science through groundbreaking research initiatives. The system provides a full continuum of healthcare services, from primary care and preventive medicine to complex specialty treatments and emergency services. With a focus on innovation and patient-centered care, Mass General Brigham consistently ranks among the top hospital systems in the nation for clinical excellence and research output.