Christopher M. Sandino

20 papers Journal 17Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals. CoRR Wenhui Cui, Christopher M. Sandino, Hadi Pouransari, Ran Liu, Juri Minxha, Ellen L. Zippi, Aman Verma, Anna Sedlackova, Erdrin Azemi, Behrooz Mahasseni
2025	J	`jnl`	Learning the relative composition of EEG signals using pairwise relative shift pretraining. CoRR Christopher M. Sandino, Sayeri Lala, Geeling Chau, Melika Ayoughi, Behrooz Mahasseni, Ellen L. Zippi, Ali Moin, Erdrin Azemi, Hanlin Goh
2024	J	`jnl`	Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement. CoRR Gaurav Patel, Christopher M. Sandino, Behrooz Mahasseni, Ellen L. Zippi, Erdrin Azemi, Ali Moin, Juri Minxha
2024	J	`jnl`	Generalizable autoregressive modeling of time series through functional narratives. CoRR Ran Liu, Wenrui Ma, Ellen L. Zippi, Hadi Pouransari, Jingyun Xiao, Christopher M. Sandino, Behrooz Mahasseni, Juri Minxha, Erdrin Azemi, Eva L. Dyer, Ali Moin
2024	J	`jnl`	Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction. CoRR Sayeri Lala, Hanlin Goh, Christopher M. Sandino
2024	J	`jnl`	Promoting cross-modal representations to improve multimodal foundation models for physiological signals. CoRR Ching Fang, Christopher M. Sandino, Behrooz Mahasseni, Juri Minxha, Hadi Pouransari, Erdrin Azemi, Ali Moin, Ellen L. Zippi
2023	J	`jnl`	Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals. CoRR Ran Liu, Ellen L. Zippi, Hadi Pouransari, Christopher M. Sandino, Jingping Nie, Hanlin Goh, Erdrin Azemi, Ali Moin
2022	J	`jnl`	GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction. CoRR Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D. Desai, Christopher M. Sandino, Shreyas Vasanawala, John M. Pauly, Morteza Mardani, Mert Pilanci
2022	J	`jnl`	MAEEG: Masked Auto-encoder for EEG Representation Learning. CoRR Hsiang-Yun Sherry Chien, Hanlin Goh, Christopher M. Sandino, Joseph Y. Cheng
2022	J	`jnl`	SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation. CoRR Arjun D. Desai, Andrew M. Schmidt, Elka B. Rubin, Christopher M. Sandino, Marianne S. Black, Valentina Mazzoli, Kathryn J. Stevens, Robert Boutin, Christopher Ré, Garry Gold, Brian A. Hargreaves, Akshay S. Chaudhari
2021	—	`conf`	Memory-Efficient Learning for High-Dimensional MRI Reconstruction. MICCAI (6) Ke Wang, Michael R. Kellman, Christopher M. Sandino, Kevin Zhang, Shreyas S. Vasanawala, Jonathan I. Tamir, Stella X. Yu, Michael Lustig
2021	J	`jnl`	Memory-efficient Learning for High-Dimensional MRI Reconstruction. CoRR Ke Wang, Michael R. Kellman, Christopher M. Sandino, Kevin Zhang, Shreyas S. Vasanawala, Jonathan I. Tamir, Stella X. Yu, Michael Lustig
2021	J	`jnl`	Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising. CoRR Arjun D. Desai, Batu M. Ozturkler, Christopher M. Sandino, Shreyas Vasanawala, Brian A. Hargreaves, Christopher Ré, John M. Pauly, Akshay S. Chaudhari
2021	—	`conf`	SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation. NeurIPS Datasets and Benchmarks Arjun D. Desai, Andrew M. Schmidt, Elka B. Rubin, Christopher M. Sandino, Marianne S. Black, Valentina Mazzoli, Kathryn J. Stevens, Robert Boutin, Christopher Ré, Garry Gold, Brian A. Hargreaves, Akshay Chaudhari
2020	J	`jnl`	Compressed Sensing: From Research to Clinical Practice With Deep Neural Networks: Shortening Scan Times for Magnetic Resonance Imaging. IEEE Signal Process. Mag. Christopher M. Sandino, Joseph Y. Cheng, Feiyu Chen, Morteza Mardani, John M. Pauly, Shreyas S. Vasanawala
2020	—	`conf`	Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges. ISBI Jeffrey J. Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher M. Sandino, Joseph Y. Cheng, Ali B. Syed, Peter Wei, John M. Pauly, Shreyas S. Vasanawala
2019	J	`jnl`	Accelerating cardiac cine MRI beyond compressed sensing using DL-ESPIRiT. CoRR Christopher M. Sandino, Peng Lai, Shreyas S. Vasanawala, Joseph Y. Cheng
2019	J	`jnl`	Compressed Sensing: From Research to Clinical Practice with Data-Driven Learning. CoRR Joseph Y. Cheng, Feiyu Chen, Christopher M. Sandino, Morteza Mardani, John M. Pauly, Shreyas S. Vasanawala
2019	J	`jnl`	Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges. CoRR Jeffrey J. Ma, Ukash Nakarmi, Cedric Yue Sik Kin, Christopher M. Sandino, Joseph Y. Cheng, Ali B. Syed, Peter Wei, John M. Pauly, Shreyas Vasanawala
2019	J	`jnl`	Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model. CoRR Mario O. Malavé, Corey A. Baron, Srivathsan P. Koundinyan, Christopher M. Sandino, Frank Ong, Joseph Y. Cheng, Dwight G. Nishimura