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Elena Bernardis
Elena Bernardis
Verified email at seas.upenn.edu
Title
Cited by
Cited by
Year
Stretch-activated ion channel Piezo1 directs lineage choice in human neural stem cells
MM Pathak, JL Nourse, T Tran, J Hwe, J Arulmoli, DTT Le, E Bernardis, ...
Proceedings of National Academy of Sciences, 2014
5452014
Finding dots: Segmentation as popping out regions from boundaries
E Bernardis, XY Stella
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
442010
Quantifying alopecia areata via texture analysis to automate the salt score computation
E Bernardis, L Castelo-Soccio
Journal of Investigative Dermatology Symposium Proceedings 19 (1), S34-S40, 2018
342018
Machine learning applications in the evaluation and management of psoriasis: a systematic review
K Yu, MN Syed, E Bernardis, JM Gelfand
Journal of Psoriasis and Psoriatic ArthritisŪ 5 (4), 147-159, 2020
332020
Pop out many small structures from a very large microscopic image
E Bernardis, XY Stella
Medical image analysis 15 (5), 690-707, 2011
332011
Development and Initial Validation of a Multidimensional Acne Global Grading System Integrating Primary Lesions and Secondary Changes
E Bernardis, H Shou, JS Barbieri, PJ McMahon, MJ Perman, LA Rola, ...
JAMA Dermatology 156 (3), 296–302, 2020
272020
Temporal shape analysis via the spectral signature
E Bernardis, E Konukoglu, Y Ou, DN Metaxas, B Desjardins, KM Pohl
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012
92012
The patient‐centered acne severity scale study
DP Patel, E Bernardis, AC Yan
Pediatric Dermatology 34 (6), 656-660, 2017
72017
Memory classifiers: Two-stage classification for robustness in machine learning
S Dutta, Y Yang, E Bernardis, E Dobriban, I Lee
arXiv preprint arXiv:2206.05323, 2022
62022
Using semantic information for defining and detecting ood inputs
R Kaur, X Ji, S Dutta, M Caprio, Y Yang, E Bernardis, O Sokolsky, I Lee
arXiv preprint arXiv:2302.11019, 2023
52023
Pediatric severity of alopecia tool
E Bernardis, J Nukpezah, P Li, T Christensen, L Castelo‐Soccio
Pediatric Dermatology 35 (1), e68-e69, 2018
52018
The stretch-activated ion channel Piezo1 transduces matrix mechanics to direct human neural stem cell fate.
M Pathak, JL Nourse, T Tran, J Hwe, J Arulmoli, DT Le, E Bernardis, ...
MOLECULAR BIOLOGY OF THE CELL 25, 2014
42014
Photographing Alopecia: How Many Pixels Are Needed for Clinical Evaluation?
A Bayramova, T Mane, C Hopkins, Y Zheng, TA Ogunleye, SC Taylor, ...
Journal of Digital Imaging, 1-6, 2020
32020
eCurves: A Temporal Shape Encoding
E Bernardis, Y Zhang, E Konukoglu, Y Ou, HS Javitz, L Axel, D Metaxas, ...
IEEE Transactions on Biomedical Engineering 65 (4), 733-744, 2017
32017
Extracting evolving pathologies via spectral clustering
E Bernardis, KM Pohl, C Davatzikos
Information Processing in Medical Imaging: 23rd International Conference …, 2013
32013
Structural-flow trajectories for unravelling 3D tubular bundles
K Fragkiadaki, W Zhang, J Shi, E Bernardis
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2012: 15th …, 2012
32012
Robust segmentation by cutting across a stack of gamma transformed images
E Bernardis, SX Yu
International Workshop on Energy Minimization Methods in Computer Vision and …, 2009
32009
Automating Hair Loss Labels for Universally Scoring Alopecia From Images: Rethinking Alopecia Scores
C Gudobba, T Mane, A Bayramova, N Rodriguez, L Castelo-Soccio, ...
JAMA Dermatology 159 (2), 143-150, 2023
22023
Single-camera 3D head fitting for mixed reality clinical applications
T Mane, A Bayramova, K Daniilidis, P Mordohai, E Bernardis
Computer Vision and Image Understanding 218, 103384, 2022
22022
Segmentation subject to stitching constraints: finding many small structures in a large image
E Bernardis, SX Yu
International Conference on Medical Image Computing and Computer-Assisted …, 2010
22010
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Articles 1–20