Ruben Stern Email & Phone Number

Greater New York City Area

Tutor: Florian Knoll - collaboration with Facebook AI Research: FastMRI- Implemented Deep Learning techniques for MRI reconstruction to provide accelerated and cheaper scans. - Developed a MRI reconstruction network for dynamic acquisitions that provides higher spatiotemporal resolution.Publications:- Stern R. et al., Reconstruction of radial breast DCE-MRI data using a Variational Network, ISMRM Workshop on Data Sampling & Image Reconstruction (Accepted as an oral presentation, top 10 \%).- Zbontar J., Knoll F. et al., fastMRI: An Open Dataset and Benchmarks for Accelerated MRI (preprint arXiv: 1811.08839).- Muckley M. et al., TorchKbNufft: A High-Level, Hardware-Agnostic Non-Uniform Fast Fourier Transform, ISMRM Workshop on Data Sampling & Image Reconstruction (Accepted).- Recht M., Zbontar J. et al., fastMRI: Deep Learning Enables Highly Accelerated Knee MR Imaging Without Loss of Image Quality or Clinical Information, ISMRM (Submitted).- Recht M., Zbontar J. et al., fastMRI: Deep Learning Accelerates MRI With No Loss of Quality or Accuracy, The New England Journal of Medicine (Submitted).

Greater New York City Area

Implemented convolutional networks for image segmentation of MRIs in Dr. H. Potter lab

Greater New York City Area

Tutors : Robert Lindsey and Sumit Chopra- Predicted time needed by a clinician to read and give his diagnosis on a x-ray using CNNs.- Optimized this read time using image preprocessing techniques.

Greater New York City Area

- Computed image property data from GIFs- Extracted attributes that affect human perception and GIF "quality"

San Francisco Bay Area

- Text Classification by implementing Machine Learning algorithms- Identified most relevant topics of online reviews for the Health Care industry

Région De Aix-En-Provence , France

- Supervised 30 future officers during their military and academic instruction- Designed a mark management software- Provided academic support in Mathematics and Physics to underachieving officer cadets

Master Of Science (Msc), Data Science

Activities and Societies: - NLP project: Sentiment analysis using CNNs paired with subword level information. - Statistical NLP project.

Bachelor Of Science (Bsc) And Master Of Science (Msc), Applied Mathematics

Undergraduate, Sciences

Classe Préparatoire aux Grandes Ecoles PTSI - PT* : Intensive two year course to prepare for highly selective exams of top ranking French.

Baccalauréat Mention Très Bien, Sciences, Equivalent Of The High School Diploma With High Honors