Elena Bernardis

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 9

Top Topics

Probabilistic Classifiers

Distance Function

Clinical Applications

Top Venues

Comput. Vis. Image Underst.

IEEE Trans. Biomed. Eng.

Publications

Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee
Automating Weak Label Generation for Data Programming with Clinicians in the Loop. CoRR (2024)
Jean Park, Sydney Pugh, Kaustubh Sridhar, Mengyu Liu, Navish Yarna, Ramneet Kaur, Souradeep Dutta, Elena Bernardis, Oleg Sokolsky, Insup Lee
Automating Weak Label Generation for Data Programming with Clinicians in the Loop. CHASE (2024)
Sydney Pugh, Souradeep Dutta, Ramneet Kaur, Yahan Yang, Elena Bernardis, Insup Lee
Automated Labeling Function Generation using Distance Functions for Physiological Alarm Suppression. ICCPS (2023)
Ramneet Kaur, Xiayan Ji, Souradeep Dutta, Michele Caprio, Yahan Yang, Elena Bernardis, Oleg Sokolsky, Insup Lee
Using Semantic Information for Defining and Detecting OOD Inputs. CoRR (2023)
Souradeep Dutta, Yahan Yang, Elena Bernardis, Edgar Dobriban, Insup Lee
Memory Classifiers: Two-stage Classification for Robustness in Machine Learning. CoRR (2022)
Tejas Mane, Aylar Bayramova, Kostas Daniilidis, Philippos Mordohai, Elena Bernardis
Single-camera 3D head fitting for mixed reality clinical applications. Comput. Vis. Image Underst. 218 (2022)
Tejas Mane, Aylar Bayramova, Kostas Daniilidis, Philippos Mordohai, Elena Bernardis
Single-Camera 3D Head Fitting for Mixed Reality Clinical Applications. CoRR (2021)
Aylar Bayramova, Tejas Mane, Christian Hopkins, Ying Zheng, Temitayo A. Ogunleye, Susan C. Taylor, Leslie Castelo-Soccio, Elena Bernardis
Photographing Alopecia: How Many Pixels Are Needed for Clinical Evaluation? J. Digit. Imaging 33 (6) (2020)
Elena Bernardis, Yong Zhang, Ender Konukoglu, Yangming Ou, Harold S. Javitz, Leon Axel, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
eCurves: A Temporal Shape Encoding. IEEE Trans. Biomed. Eng. 65 (4) (2018)
Elena Bernardis, Kilian M. Pohl, Christos Davatzikos
Extracting Evolving Pathologies via Spectral Clustering. IPMI (2013)
Katerina Fragkiadaki, Weiyu Zhang, Jianbo Shi, Elena Bernardis
Structural-Flow Trajectories for Unravelling 3D Tubular Bundles. MICCAI (3) (2012)
Elena Bernardis, Ender Konukoglu, Yangming Ou, Dimitris N. Metaxas, Benoit Desjardins, Kilian M. Pohl
Temporal Shape Analysis via the Spectral Signature. MICCAI (2) (2012)
Elena Bernardis, Stella X. Yu
Pop out many small structures from a very large microscopic image. Medical Image Anal. 15 (5) (2011)
Elena Bernardis, Stella X. Yu
Structural correspondence as a contour grouping problem. CVPR Workshops (2010)
Elena Bernardis, Stella X. Yu
Finding dots: Segmentation as popping out regions from boundaries. CVPR (2010)
Elena Bernardis, Stella X. Yu
Segmentation Subject to Stitching Constraints: Finding Many Small Structures in a Large Image. MICCAI (1) (2010)
Elena Bernardis, Stella X. Yu
Robust Segmentation by Cutting across a Stack of Gamma Transformed Images. EMMCVPR (2009)
Elena Bernardis, Jianbo Shi
Shape Extraction through Region-Contour Stitching. ISVC (1) (2008)