Shape Extraction through Region-Contour Stitching. - Elena Bernardis; Jianbo Shi (ISVC (1), 2008)

Robust Segmentation by Cutting across a Stack of Gamma Transformed Images. - Elena Bernardis; Stella X. Yu (EMMCVPR, 2009)

Finding dots: Segmentation as popping out regions from boundaries. - Elena Bernardis; Stella X. Yu (CVPR, 2010)

Structural correspondence as a contour grouping problem. - Elena Bernardis; Stella X. Yu (CVPR Workshops, 2010)

Segmentation Subject to Stitching Constraints: Finding Many Small Structures in a Large Image. - Elena Bernardis; Stella X. Yu (MICCAI (1), 2010)

Pop out many small structures from a very large microscopic image. - Elena Bernardis; Stella X. Yu (Medical Image Anal., 2011)

Temporal Shape Analysis via the Spectral Signature. - Elena Bernardis; Ender Konukoglu; Yangming Ou; Dimitris N. Metaxas; Benoit Desjardins; Kilian M. Pohl (MICCAI (2), 2012)

Structural-Flow Trajectories for Unravelling 3D Tubular Bundles. - Katerina Fragkiadaki; Weiyu Zhang; Jianbo Shi; Elena Bernardis (MICCAI (3), 2012)

Extracting Evolving Pathologies via Spectral Clustering. - Elena Bernardis; Kilian M. Pohl; Christos Davatzikos (IPMI, 2013)

eCurves: A Temporal Shape Encoding. - Elena Bernardis; Yong Zhang 004; Ender Konukoglu; Yangming Ou; Harold S. Javitz; Leon Axel; Dimitris N. Metaxas; Benoit Desjardins; Kilian M. Pohl (IEEE Trans. Biomed. Eng., 2018)

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)

Memory Classifiers: Two-stage Classification for Robustness in Machine Learning. - Souradeep Dutta; Yahan Yang; Elena Bernardis; Edgar Dobriban; Insup Lee 001 (CoRR, 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)

Automated Labeling Function Generation using Distance Functions for Physiological Alarm Suppression. - Sydney Pugh; Souradeep Dutta; Ramneet Kaur; Yahan Yang; Elena Bernardis; Insup Lee 001 (ICCPS, 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 001 (CoRR, 2023)

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 001 (CHASE, 2024)