Elena Sizikova

46 papers A* 5Misc 1Journal 26Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`ed.`	Conference on Health, Inference, and Learning, UC Berkeley, Berkeley, USA, 25-27 June 2025. CHIL Xuhai Orson Xu, Edward Choi, Pankhuri Singhal, Walter Gerych, Shengpu Tang, Monica Agrawal, Adarsh Subbaswamy, Elena Sizikova, Jessilyn Dunn, Roxana Daneshjou, Tasmie Sarker, Matthew McDermott, Irene Chen
2025	—	`conf`	Engineering Fit-for-Implementation Digital Twins Across the Total Product Lifecycle of Next-Generation Dental Restorative Materials: A Translational Intelligence Strategy for Real-World Impact. MODELS-C Orlando Lopez, Jeff Buchsbaum, Elena Sizikova, Noffisat Oki, Sepideh Mazrouee, Julia Berzhanskaya, Siddharth Shenoy
2025	J	`jnl`	T-SYNTH: A Knowledge-Based Dataset of Synthetic Breast Images. CoRR Christopher Wiedeman, Anastasiia Sarmakeeva, Elena Sizikova, Daniil Filienko, Miguel A. Lago, Jana G. Delfino, Aldo Badano
2024	—	`conf`	Conference on Health, Inference, and Learning (CHIL) 2024. CHIL Tom J. Pollard, Edward Choi, Pankhuri Singhal, Michael C. Hughes, Elena Sizikova, Bobak Mortazavi, Irene Y. Chen, Fei Wang, Tasmie Sarker, Matthew B. A. McDermott, Marzyeh Ghassemi
2024	—	`ed.`	Conference on Health, Inference, and Learning, New York, NY, USA, 27-28 June 2024. CHIL Tom J. Pollard, Edward Choi, Pankhuri Singhal, Michael Hughes, Elena Sizikova, Bobak Mortazavi, Irene Chen, Fei Wang, Tasmie Sarker, Matthew McDermott, Marzyeh Ghassemi
2024	—	`conf`	S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images. MICCAI (3) Andrea Seung Kim, Niloufar Saharkhiz, Elena Sizikova, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano
2024	J	`jnl`	S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images. CoRR Andrea Seung Kim, Niloufar Saharkhiz, Elena Sizikova, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano
2024	J	`jnl`	Scorecards for Synthetic Medical Data Evaluation and Reporting. CoRR Ghada Zamzmi, Adarsh Subbaswamy, Elena Sizikova, Ed Margerrison, Jana G. Delfino, Aldo Badano
2024	J	`jnl`	Synthetic Data in Radiological Imaging: Current State and Future Outlook. CoRR Elena Sizikova, Andreu Badal, Jana G. Delfino, Miguel A. Lago, Brandon Nelson, Niloufar Saharkhiz, Berkman Sahiner, Ghada Zamzmi, Aldo Badano
2023	J	`jnl`	High-definition map automatic annotation system based on active learning. AI Mag. Chao Zheng, Xu Cao, Kun Tang, Zhipeng Cao, Elena Sizikova, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Xinrui Yan, Shuqi Mei
2023	A*	`conf`	Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses. NeurIPS Elena Sizikova, Niloufar Saharkhiz, Diksha Sharma, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano
2023	J	`jnl`	Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses. CoRR Elena Sizikova, Niloufar Saharkhiz, Diksha Sharma, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano
2023	A*	`conf`	Spatial-frequency channels, shape bias, and adversarial robustness. NeurIPS Ajay Subramanian, Elena Sizikova, Najib J. Majaj, Denis G. Pelli
2023	J	`jnl`	Spatial-frequency channels, shape bias, and adversarial robustness. CoRR Ajay Subramanian, Elena Sizikova, Najib J. Majaj, Denis G. Pelli
2023	A*	`conf`	THMA: Tencent HD Map AI System for Creating HD Map Annotations. AAAI Kun Tang, Xu Cao, Zhipeng Cao, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Chang Liu, Shuqi Mei, Elena Sizikova, Chao Zheng
2023	J	`jnl`	The stochastic digital human is now enrolling for in silico imaging trials - Methods and tools for generating digital cohorts. CoRR Aldo Badano, Miguel A. Lago, Elena Sizikova, Jana G. Delfino, Shuyue Guan, Mark A. Anastasio, Berkman Sahiner
2023	Misc	`conf`	Vitasd: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis. ICASSP Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao
2022	J	`jnl`	Automatic Infectious Disease Classification Analysis with Concept Discovery. CoRR 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	J	`jnl`	CASS: Cross Architectural Self-Supervision for Medical Image Analysis. CoRR Pranav Singh, Elena Sizikova, Jacopo Cirrone
2022	J	`jnl`	Improving Computed Tomography (CT) Reconstruction via 3D Shape Induction. CoRR Elena Sizikova, Xu Cao, Ashia Lewis, Kenny Moise, Megan Coffee
2022	—	`conf`	Machine Learning for Health (ML4H) 2022. ML4H@NeurIPS 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, Ahmed M. Alaa, Harvineet Singh, Irene Y. Chen, Shalmali Joshi
2022	J	`jnl`	SATBench: Benchmarking the speed-accuracy tradeoff in object recognition by humans and dynamic neural networks. CoRR Ajay Subramanian, Sara Price, Omkar Kumbhar, Elena Sizikova, Najib J. Majaj, Denis G. Pelli
2022	J	`jnl`	Semi-supervised Nonnegative Matrix Factorization for Document Classification. CoRR Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard
2022	A*	`conf`	TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning. AAAI Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia R. Gel
2022	J	`jnl`	THMA: Tencent HD Map AI System for Creating HD Map Annotations. CoRR Kun Tang, Xu Cao, Zhipeng Cao, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Chang Liu, Shuqi Mei, Elena Sizikova, Chao Zheng
2022	—	`conf`	TopoAttn-Nets: Topological Attention in Graph Representation Learning. ECML/PKDD (2) Yuzhou Chen, Elena Sizikova, Yulia R. Gel
2022	J	`jnl`	ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis. CoRR Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao
2021	—	`conf`	Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images. ICCVW Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova
2021	J	`jnl`	Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images. CoRR Ashia Lewis, Evanjelin Mahmoodi, Yuyue Zhou, Megan Coffee, Elena Sizikova
2021	—	`conf`	Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning. MIDL Tianshu Chu, Xinmeng Li, Huy V. Vo, Ronald M. Summers, Elena Sizikova
2021	A*	`conf`	Large-Scale Unsupervised Object Discovery. NeurIPS Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce
2021	J	`jnl`	Large-Scale Unsupervised Object Discovery. CoRR Huy V. Vo, Elena Sizikova, Cordelia Schmid, Patrick Pérez, Jean Ponce
2021	—	`conf`	Semi-supervised Nonnegative Matrix Factorization for Document Classification. ACSCC Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard
2020	J	`jnl`	Anytime Prediction as a Model of Human Reaction Time. CoRR Omkar Kumbhar, Elena Sizikova, Najib J. Majaj, Denis G. Pelli
2020	—	`conf`	Learning to Infer Semantic Parameters for 3D Shape Editing. 3DV Fangyin Wei, Elena Sizikova, Avneesh Sud, Szymon Rusinkiewicz, Thomas A. Funkhouser
2020	J	`jnl`	Learning to Infer Semantic Parameters for 3D Shape Editing. CoRR Fangyin Wei, Elena Sizikova, Avneesh Sud, Szymon Rusinkiewicz, Thomas A. Funkhouser
2020	J	`jnl`	On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition. CoRR Miju Ahn, Nicole Eikmeier, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Kathryn Leonard, Deanna Needell, R. W. M. A. Madushani, Elena Sizikova, Chuntian Wang
2020	J	`jnl`	Semi-supervised NMF Models for Topic Modeling in Learning Tasks. CoRR Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard
2020	J	`jnl`	Using Human Psychophysics to Evaluate Generalization in Scene Text Recognition Models. CoRR Sahar Siddiqui, Elena Sizikova, Gemma Roig, Najib J. Majaj, Denis G. Pelli
2019	—	`—`	Shape Synthesis Using Structure-Aware Reasoning Elena Sizikova
2018	J	`jnl`	Wall Painting Reconstruction Using a Genetic Algorithm. ACM Journal on Computing and Cultural Heritage Elena Sizikova, Thomas A. Funkhouser
2017	J	`jnl`	TRAPP webserver: predicting protein binding site flexibility and detecting transient binding pockets. Nucleic Acids Res. Antonia Stank, Daria B. Kokh, Max Horn, Elena Sizikova, Rebecca Neil, Joanna Panecka, Stefan Richter, Rebecca C. Wade
2016	—	`conf`	Enhancing Place Recognition Using Joint Intensity - Depth Analysis and Synthetic Data. ECCV Workshops (3) Elena Sizikova, Vivek Kumar Singh, Bogdan Georgescu, Maciej Halber, Kai Ma, Terrence Chen
2016	—	`conf`	Wall Painting Reconstruction Using a Genetic Algorithm. GCH Elena Sizikova, Thomas A. Funkhouser
2015	J	`jnl`	IsoMatch: Creating Informative Grid Layouts. Comput. Graph. Forum Ohad Fried, Stephen DiVerdi, Maciej Halber, Elena Sizikova, Adam Finkelstein
2012	J	`jnl`	Frnakenstein: multiple target inverse RNA folding. BMC Bioinform. Rune B. Lyngsø, James W. J. Anderson, Elena Sizikova, Amarendra Badugu, Tomas Hyland, Jotun Hein