Elena Sizikova

Researcher, Food and Drug Administration

Joined

July 2019

Names

Elena Sizikova

Emails

****@nyu.edu (Confirmed)

****@gmail.com (Confirmed)

****@fda.hhs.gov (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Food and Drug Administration (fda.hhs.gov)

2022 – Present

Assistant Professor

New York University (nyu.edu)

2019 – 2022

PhD student

Princeton University (princeton.edu)

2013 – 2019

Undergrad student

University of Oxford (oxford.ac.uk)

2010 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Thomas Funkhouser

2013 – 2019

Expertise

computer vision

2013 – Present

medical imaging

2013 – Present

synthetic data

2013 – Present

Publications

Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI
Elena Sizikova, Niloufar Saharkhiz, Diksha Sharma, Miguel Lago, Berkman Sahiner, Jana Gut Delfino, Aldo Badano
- SyntheticData4ML 2023 Poster
- Readers: Everyone
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses
Elena Sizikova, Niloufar Saharkhiz, Diksha Sharma, Miguel Lago, Berkman Sahiner, Jana Gut Delfino, Aldo Badano
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Spatial-frequency channels, shape bias, and adversarial robustness
Ajay Subramanian, Elena Sizikova, Najib J. Majaj, Denis G. Pelli
- NeurIPS 2023 oral
- Readers: Everyone
THMA: Tencent HD Map AI System for Creating HD Map Annotations
Kun Tang, Xu Cao, Zhipeng Cao, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Chang Liu, Shuqi Mei, Elena Sizikova, Chao Zheng
- Published: 01 Jan 2023, Last Modified: 03 Sept 2023
- AAAI 2023
- Readers: Everyone
Spatial-frequency channels, shape bias, and adversarial robustness
Ajay Subramanian, Elena Sizikova, Najib J. Majaj, Denis G. Pelli
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- CoRR 2023
- Readers: Everyone
SATBench: A Benchmark of the Human Speed-Accuracy Tradeoff in Recognizing Objects
Ajay Subramanian, Omkar Kumbhar, Elena Sizikova, Najib J. Majaj, Denis G Pelli
- 10 Jun 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction
Elena Sizikova, Xu Cao, Ashia Lewis, Kenny Moise, Megan Coffee
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Automatic Infectious Disease Classification Analysis with Concept Discovery
Elena Sizikova, Joshua Vendrow, Xu Cao, Rachel Grotheer, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Thomas Merkh, R. W. M. A. Madushani, Kenny Moise, Annie Ulichney, Huy V. Vo, Chuntian Wang, Megan Coffee, Kathryn Leonard, Deanna Needell
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
Machine Learning for Health (ML4H) 2022
Antonio Parziale, Monica Agrawal, Shengpu Tang, Kristen Severson, Luis Oala, Adarsh Subbaswamy, Sayantan Kumar, Elora D. M. Schörverth, Stefan Hegselmann, Helen Zhou, Ghada Zamzmi, Purity Mugambi, Elena Sizikova, Girmaw Abebe Tadesse, Yuyin Zhou, Taylor W. Killian, Haoran Zhang, Fahad Kamran, Andrea Hobby, Mars Huang et al. (4 additional authors not shown)
- 2022 (modified: 24 Apr 2023)
- ML4H@NeurIPS 2022
- Readers: Everyone
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning
Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia R. Gel
- Published: 01 Jan 2022, Last Modified: 26 Apr 2023
- AAAI 2022
- Readers: Everyone

View all 46 publications

Co-Authors

View all 127 co-authors