Outstanding PhD for postdoctoral machine learning fellowship at the Cardiovascular Imaging Research Center (https://www.massgeneral.org/imaging/research/cardiovascular-imaging-research-center) at Massachusetts General Hospital and Harvard Medical School.

The fellow will lead deep learning projects to predict cardiovascular health outcomes (heart attack, stroke) from routine medical imaging (retinal fundoscopy, chest/coronary computed tomography). They will also use multi-omics data and interpretability techniques to understand what biological processes these models are capturing. This will be accomplished in high quality datasets of tens of thousands of individuals with imaging, genomics, and adjudicated outcomes (Framingham Heart Study (Hoffmann U et al. JAMA Cardiology 2017); Jackson Heart Study (Sempos et al Am J Med Sci 1999); The Mass General Brigham Biobank (Boutin et al. 2022 J Pers Med); the National Lung Screening Trial (NEJM 2011); and the UK Biobank (Sudlow et al. 2015 PLoS Medicine).

The program is well funded with a track record of academic productivity and grant funding for fellows. Our research has been featured on CNN Health, Fox News, and various medical news outlets.

Representative publications:

https://www.ahajournals.org/doi/10.1161/CIRCULATIONAHA.121.057709

https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2799952

https://pubmed.ncbi.nlm.nih.gov/35609650/

Recent media coverage:

https://www.foxnews.com/health/ai-model-could-help-predict-lung-cancer-risks-non-smokers-study-finds-significant-advancement

https://www.cnn.com/2022/11/29/health/heart-attack-stroke-x-ray/index.html

Job Prerequisites:

- PhD in computer science, computational biology, or related quantitative field

- Experience in python programming and deep learning frameworks (PyTorch and/or TensorFlow)

- Background in medical imaging or computer vision is a plus

- Background in genomics, especially GWAS studies, is a plus

- Able to work in a collaborative team environment including MDs and PhDs

- Excellent communication skills

- Interest in academic manuscript authorship and grant writing

Interested candidates should send a copy of their CV, a personal statement, and three letters of reference to Yuji Liao (yliao4@mgb.org), Sr. Administrative Manager, and Vineet Raghu, Principal Investigator (vraghu@mgh.harvard.edu) .

Job Type: Full-time

Pay: $50,000.00 - $65,000.00 per year

Benefits:

• 401(k)
• Dental insurance
• Health insurance
• Paid time off
• Vision insurance

Schedule:

• Monday to Friday

People with a criminal record are encouraged to apply

Education:

• Doctorate (Preferred)

Work Location: Hybrid remote in Boston, MA 02114