Elena Bernardis

According to our database, Elena Bernardis authored at least 16 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Automating Weak Label Generation for Data Programming with Clinicians in the Loop.

Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024

2023

Using Semantic Information for Defining and Detecting OOD Inputs.

Ramneet Kaur, Xiayan Ji, Souradeep Dutta, Michele Caprio, Yahan Yang, Elena Bernardis, Oleg Sokolsky, Insup Lee

CoRR, 2023

Automated Labeling Function Generation using Distance Functions for Physiological Alarm Suppression.

Sydney Pugh, Souradeep Dutta, Ramneet Kaur, Yahan Yang, Elena Bernardis, Insup Lee

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

2022

Single-camera 3D head fitting for mixed reality clinical applications.

Tejas Mane, Aylar Bayramova, Kostas Daniilidis, Philippos Mordohai, Elena Bernardis

Comput. Vis. Image Underst., 2022

Memory Classifiers: Two-stage Classification for Robustness in Machine Learning.

Souradeep Dutta, Yahan Yang, Elena Bernardis, Edgar Dobriban, Insup Lee

CoRR, 2022

2020

Photographing Alopecia: How Many Pixels Are Needed for Clinical Evaluation?

Aylar Bayramova, Tejas Mane, Christian Hopkins, Ying Zheng, Temitayo A. Ogunleye, Susan C. Taylor, Leslie Castelo-Soccio, Elena Bernardis

J. Digit. Imaging, 2020

2018

eCurves: A Temporal Shape Encoding.

Elena Bernardis, Yong Zhang, Ender Konukoglu, Yangming Ou, Harold S. Javitz, Leon Axel, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl

IEEE Trans. Biomed. Eng., 2018

2013

Extracting Evolving Pathologies via Spectral Clustering.

Elena Bernardis, Kilian M. Pohl, Christos Davatzikos

Proceedings of the Information Processing in Medical Imaging, 2013

2012

Structural-Flow Trajectories for Unravelling 3D Tubular Bundles.

Katerina Fragkiadaki, Weiyu Zhang, Jianbo Shi, Elena Bernardis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Temporal Shape Analysis via the Spectral Signature.

Elena Bernardis, Ender Konukoglu, Yangming Ou, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011

Pop out many small structures from a very large microscopic image.

Elena Bernardis, Stella X. Yu

Medical Image Anal., 2011

2010

Segmentation Subject to Stitching Constraints: Finding Many Small Structures in a Large Image.

Elena Bernardis, Stella X. Yu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Structural correspondence as a contour grouping problem.

Elena Bernardis, Stella X. Yu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Finding dots: Segmentation as popping out regions from boundaries.

Elena Bernardis, Stella X. Yu

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Robust Segmentation by Cutting across a Stack of Gamma Transformed Images.

Elena Bernardis, Stella X. Yu

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

2008

Shape Extraction through Region-Contour Stitching.

Elena Bernardis, Jianbo Shi

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008