| 2025 | MICCAI | Geometry-Guided Local Alignment for Multi-view Visual Language Pre-training in Mammography. | Yuexi Du, Lihui Chen, Nicha C. Dvornek |
| 2024 | MICCAI | CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning. | Yuexi Du, Brian Chang, Nicha C. Dvornek |
| 2024 | MICCAI | Self-supervised Pre-training Tasks for an fMRI Time-Series Transformer in Autism Detection. | Yinchi Zhou, Peiyu Duan, Yuexi Du, Nicha C. Dvornek |
| 2023 | MICCAI | Copy Number Variation Informs fMRI-Based Prediction of Autism Spectrum Disorder. | Nicha C. Dvornek, Catherine Sullivan, James S. Duncan, Abha R. Gupta |
| 2023 | MICCAI | TAI-GAN: Temporally and Anatomically Informed GAN for Early-to-Late Frame Conversion in Dynamic Cardiac PET Motion Correction. | Xueqi Guo, Luyao Shi, Xiongchao Chen, Bo Zhou, Qiong Liu, Huidong Xie, Yi-Hwa Liu, Richard Palyo, Edward J. Miller, Albert J. Sinusas, Bruce Spottiswoode, Chi Liu, Nicha C. Dvornek |
| 2023 | MICCAI | Learning Sequential Information in Task-Based fMRI for Synthetic Data Augmentation. | Jiyao Wang, Nicha C. Dvornek, Lawrence H. Staib, James S. Duncan |
| 2022 | ICLR | Surrogate Gap Minimization Improves Sharpness-Aware Training. | Juntang Zhuang, Boqing Gong, Liangzhe Yuan, Yin Cui, Hartwig Adam, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan, Ting Liu |
| 2022 | MICCAI | MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET. | Xueqi Guo, Bo Zhou, Xiongchao Chen, Chi Liu, Nicha C. Dvornek |
| 2021 | ICLR | MALI: A memory efficient and reverse accurate integrator for Neural ODEs. | Juntang Zhuang, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan |
| 2020 | ICML | Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE. | Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Sekhar Tatikonda, Xenophon Papademetris, James S. Duncan |
| 2020 | MICCAI | Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity. | Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, Pamela Ventola, James S. Duncan |
| 2020 | MICCAI | Efficient Shapley Explanation for Features Importance Estimation Under Uncertainty. | Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Yufeng Gu, Pamela Ventola, James S. Duncan |
| 2020 | MICCAI | Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis. | Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Juntang Zhuang, Pamela Ventola, James S. Duncan |
| 2020 | MICCAI | Cross-Modality Segmentation by Self-supervised Semantic Alignment in Disentangled Content Space. | Junlin Yang, Xiaoxiao Li, Daniel H. Pak, Nicha C. Dvornek, Julius Chapiro, Ming De Lin, James S. Duncan |
| 2019 | MICCAI | Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI. | Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, James S. Duncan |
| 2019 | MICCAI | Graph Neural Network for Interpreting Task-fMRI Biomarkers. | Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan |
| 2019 | MICCAI | Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation. | Junlin Yang, Nicha C. Dvornek, Fan Zhang, Julius Chapiro, Ming De Lin, James S. Duncan |
| 2019 | MICCAI | Invertible Network for Classification and Biomarker Selection for ASD. | Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan |
| 2018 | MICCAI | Learning Generalizable Recurrent Neural Networks from Small Task-fMRI Datasets. | Nicha C. Dvornek, Daniel Y.-J. Yang, Pamela Ventola, James S. Duncan |
| 2018 | MICCAI | Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. | Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan |
| 2018 | MICCAI | Prediction of Severity and Treatment Outcome for ASD from fMRI. | Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan |
| 2017 | MICCAI | Identifying Autism from Resting-State fMRI Using Long Short-Term Memory Networks. | Nicha C. Dvornek, Pamela Ventola, Kevin A. Pelphrey, James S. Duncan |