Gengyan Zhao - RankMe

16 papers B 1Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AdaViT: Adaptive Vision Transformer for Flexible Pretrain and Finetune with Variable 3D Medical Image Modalities. CoRR Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	J	`jnl`	Multi-Plane Vision Transformer for Hemorrhage Classification Using Axial and Sagittal MRI Data. CoRR Badhan Kumar Das, Gengyan Zhao, Boris Mailhé, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	J	`jnl`	Revisiting 2D Foundation Models for Scalable 3D Medical Image Classification. CoRR Han Liu, Bogdan Georgescu, Yanbo Zhang, Youngjin Yoo, Michael Baumgartner, Riqiang Gao, Jianing Wang, Gengyan Zhao, Eli Gibson, Dorin Comaniciu, Sasa Grbic
2025	J	`jnl`	SegResMamba: An Efficient Architecture for 3D Medical Image Segmentation. CoRR Badhan Kumar Das, Ajay Singh, Saahil Islam, Gengyan Zhao, Andreas Maier
2025	—	`conf`	Self Pre-Training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging. ISBI Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	J	`jnl`	Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging. CoRR Badhan Kumar Das, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	—	`conf`	VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation. MLMI@MICCAI Badhan Kumar Das, Ajay Singh, Gengyan Zhao, Han Liu, Thmoas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2025	J	`jnl`	VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation. CoRR Badhan Kumar Das, Ajay Singh, Gengyan Zhao, Han Liu, Thomas J. Re, Dorin Comaniciu, Eli Gibson, Andreas K. Maier
2023	B	`conf`	3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentation. Image Processing Gengyan Zhao, Youngjin Yoo, Thomas J. Re, Jyotipriya Das, Hesheng Wang, Michelle Kim, Colette Shen, Yueh Lee, Douglas Kondziolka, Mohannad Ibrahim, Jun Lian, Rajan Jain, Tong Zhu, Hemant Parmar, James M. Balter, Yue Cao, Eli Gibson, Dorin Comaniciu
2023	—	`conf`	The importance of data domain on self-supervised learning for brain metastasis detection and segmentation. Computer-Aided Diagnosis Youngjin Yoo, Gengyan Zhao, Andreea Sandu, Thomas J. Re, Jyotipriya Das, Hesheng Wang, Michelle Kim, Colette Shen, Yueh Lee, Douglas Kondziolka, Mohannad Ibrahim, Jun Lian, Rajan Jain, Tong Zhu, Hemant Parmar, James M. Balter, Yue Cao, Eli Gibson, Dorin Comaniciu
2020	J	`jnl`	Bayesian Conditional GAN for MRI Brain Image Synthesis. CoRR Gengyan Zhao, Mary E. Meyerand, Rasmus M. Birn
2020	J	`jnl`	Bayesian convolutional neural network based MRI brain extraction on nonhuman primates. CoRR Gengyan Zhao, Fang Liu, Jonathan A. Oler, Mary E. Meyerand, Ned H. Kalin, Rasmus M. Birn
2020	J	`jnl`	Deep Learning and Bayesian Deep Learning Based Gender Prediction in Multi-Scale Brain Functional Connectivity. CoRR Gengyan Zhao, Gyujoon Hwang, Cole J. Cook, Fang Liu, Mary E. Meyerand, Rasmus M. Birn
2019	J	`jnl`	Accurate Automatic Segmentation of Amygdala Subnuclei and Modeling of Uncertainty via Bayesian Fully Convolutional Neural Network. CoRR Yilin Liu, Gengyan Zhao, Brendon M. Nacewicz, Nagesh Adluru, Gregory R. Kirk, Peter A. Ferrazzano, Martin Styner, Andrew L. Alexander
2019	J	`jnl`	Using Low-Frequency Oscillations to Detect Temporal Lobe Epilepsy with Machine Learning. Brain Connect. Gyujoon Hwang, Veena A. Nair, Jed Mathis, Cole J. Cook, Rosaleena Mohanty, Gengyan Zhao, Neelima Tellapragada, Candida Ustine, Onyekachi O. Nwoke, Charlene Rivera-Bonet, Megan Rozman, Linda Allen, Courtney Forseth, Dace N. Almane, Peter Kraegel, Andrew S. Nencka, Elizabeth Felton, Aaron F. Struck, Rasmus M. Birn, Rama Maganti, Lisa L. Conant, Colin J. Humphries, Bruce P. Hermann, Manoj Raghavan, Edgar A. DeYoe, Jeffrey R. Binder, Mary Elizabeth Meyerand, Vivek Prabhakaran
2018	J	`jnl`	Bayesian convolutional neural network based MRI brain extraction on nonhuman primates. NeuroImage Gengyan Zhao, Fang Liu, Jonathan A. Oler, Mary E. Meyerand, Ned H. Kalin, Rasmus M. Birn