Elena Bernardis, Ph.D.

faculty photo
Research Assistant Professor of Dermatology
Faculty Affiliate, GRASP Lab; University of Pennsylvania
Department: Dermatology

Contact information
3500 Spruce Street
2060 Gates Bldg.
Philadelphia, PA 19104
Office: 215-662-2223
B.S. (Mathematics)
University of Minnesota, 2001.
B.S.E. (Materials Science and Engineering)
University of Minnesota, 2001.
M.A. (Mathematics)
University of Pennsylvania , 2005.
M.S.E. (Computer and Information Science )
University of Pennsylvania , 2006.
Ph.D. (Computer and Information Science)
University of Pennsylvania , 2011.
Permanent link
> Perelman School of Medicine   > Faculty   > Details

Selected Publications

Bernardis E, Shou H, Barbieri JS, McMahon PJ, Perman MJ, Rola LA, Streicher JL, Treat JR, Castelo-Soccio L, Yan AC: Development and Initial Validation of a Multidimensional Acne Global Grading System Integrating Primary Lesions and Secondary Changes. JAMA Dermatology 156(3): 296-302, March 2020.

Bernardis, E., Castelo-Soccio, L.: Quantifying Alopecia Areata via Texture Analysis to Automate the SALT Score Computation. Journal of Investigative Dermatology Symposium Proceedings. Elsevier, 19(1): S34-S40, January 2018.

Bernardis, E., Nukpezah, J., Li, P., Christiansen, T., Castelo-Soccio, L.: Pediatric Severity of Alopecia Tool. Pediatric Dermatology 35(1): e68-e69, July 2017.

Bernardis, E., Zhang, Y., Konukoglu, E., Ou, Y., Javitz, H., Axel, L., Metaxes, DN., Desjardins, B., Pohl, KM.: eCurves: A Temporal Shape Encoding. IEEE Transactions on Biomedical Engineering 65(4): 733-744, June 2017.

Pathak, MM., Nourse, JL., Tran, T.,Hwe, J., Arulmoli, J., Le, DT., Bernardis, E., Flanagan, LA., Tombola, F.: The Stretch-activated Ion Channel Piezo1 Directs Lineage Choice in Human Neural Stem Cells. Proc Natl Acad Sci U S A July 2014 Notes: Epub 2014 Oct 27.

Bernardis, E., Pohl, KM., Davatzikos, C.: Extracting evolving pathologies via spectral clustering. Information Processing in Medical Imaging 23: 680-691, 2013.

Fragkiadaki, K1., Zhang, W., Shi, J., Bernardis, E.: Structural-flow Trajectories for Unravelling 3D Tubular Bundles. Med Image Comput Comput Assist Interv 15: 631-638, 2012.

Bernardis, E., Konukoglu, E., Ou, Y., Metaxas, DN., Desjardins,B., Pohl, KM.: Temporal Shape Analysis via the Spectral Signature. Med Image Comput Comput Assist Interv 15: 49-56, 2012.

Bernardis, E., Yu, SX.: Pop Out Many Small Structures from a Very Large Microscopic Image. Medical Image Analysis 15(5): 690-707, October 2011.

Bernardis, E., Yu, SX.: Finding Dots: Segmentation as Popping out Regions from Boundaries. Computer Vision and Pattern Recognition Page: 199-206, July 2010.

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Last updated: 02/16/2022
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