## Medical ### Associated Publications ### 2025 [Pedestrian Collision Avoidance in Hemianopia during Natural Walking in Immersive Virtual Reality](/index.php/publication/2025-10_pedestrian-collision-avoidance-hemianopia-during-natural-walking-immersive) Jonathan K. Doyon, Sujin Kim, Alex D. Hwang, [Jae-Hyun Jung](/index.php/person/jae-hyun-jung) [arXiv](https://arxiv.org/abs/2510.04218) [MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss](/publication/2025-08_maisi-v2-accelerated-3d-high-resolution-medical-image-synthesis-rectified-flow) [Can Zhao](/person/can-zhao), Pengfei Guo, [Dong Yang](/person/dong-yang), Yucheng Tang, [Yufan He](/person/yufan-he), Benjamin Simon, Mason Belue, Stephanie Harmon, Baris Turkbey, [Daguang Xu](/person/daguang-xu) [AAAI 2026](https://arxiv.org/abs/2508.05772) [eXtended Reality and Artificial Intelligence in Medicine and Rehabilitation](/publication/2025-01_extended-reality-and-artificial-intelligence-medicine-and-rehabilitation) Tomas Krilavičius, Lucio Tommaso De Paolis, Valerio De Luca, [Josef Spjut](/person/josef-spjut) [Information Systems Frontiers](https://link.springer.com/journal/10796) ### 2021 [Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission](/publication/2021-11_standard-vs-learning-based-codecs-real-time-endoscopic-video-transmission) [Iuri Frosio](/person/iuri-frosio), Aldo Marzullo, Martina Golini, Elena De Momi, Michele Catellani, Francesco Calimeri, Giuseppe Fiameni [AIABI-2021 Italian Workshop on Artificial Intelligence and Applications for Bus…](http://ceur-ws.org/Vol-3102/) [Improving Long-read Consensus Sequencing Accuracy with Deep Learning](/publication/2021-06_improving-long-read-consensus-sequencing-accuracy-deep-learning) Avantika Lal, Michael Brown, Rahul Mohan, Joyjit Daw, James Drake, Johnny Israeli [Biorxiv](https://www.biorxiv.org/content/10.1101/2021.06.28.450238v1) [Genome-wide Bioinformatic Analyses Predict Key Host and Viral Factors in SARS-CoV-2 Pathogenesis](/publication/2021-05_genome-wide-bioinformatic-analyses-predict-key-host-and-viral-factors-sars-cov) Mariana G. Ferrarini, Avantika Lal, Rita Rebollo, Andreas Gruber, Andrea Guarracino, Itziar Martinez Gonzalez, Taylor Floyd, Daniel Siqueira de Oliveira, Justin Shanklin, Ethan Beausoleil, Taneli Pusa, Brett E. Pickett, Vanessa Aguiar-Pulido [Communications Biology](https://www.nature.com/articles/s42003-021-02095-0) [Deep Learning-based Enhancement of Epigenomics Data with AtacWorks](/publication/2021-03_deep-learning-based-enhancement-epigenomics-data-atacworks) Avantika Lal, Zachary D Chiang, Nikolai Yakovenko, Fabiana M Duarte, Johnny Israeli, Jason D Buenrostro [Nature Communications](https://www.nature.com/articles/s41467-021-21765-5) ### 2020 [LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation](/publication/2020-10_lamp-large-deep-nets-automated-model-parallelism-image-segmentation) Wentao Zhu, [Can Zhao](/person/can-zhao), [Wenqi Li](/person/wenqi-li), [Holger Roth](/person/holger-roth), [Ziyue Xu](/person/ziyue-xu), [Daguang Xu](/person/daguang-xu) [MICCAI 2020](https://miccai2020.org/en/) [Weakly Supervised One-stage Vision and Language Disease Detection using Large Scale Pneumonia and Pneumothorax Studies](/index.php/publication/2020-07_weakly-supervised-one-stage-vision-and-language-disease-detection-using-large) Leo Tam, Xiaosong Wang, Evrim Turkbey, Kevin Lu, Yuhong Wen, [Daguang Xu](/index.php/person/daguang-xu) [MICCAI 2020](https://arxiv.org/abs/2007.15778) [When Radiology Report Generation Meets Knowledge Graph](/publication/2020-04_when-radiology-report-generation-meets-knowledge-graph) Yixiao Zhang, Xiaosong Wang, [Ziyue Xu](/person/ziyue-xu), Qihang Yu, Alan Yuille, [Daguang Xu](/person/daguang-xu) [AAAI 2020](https://aaai.org/Conferences/AAAI-20/) [Genome Variant Calling with a Deep Averaging Network](/publication/2020-03_genome-variant-calling-deep-averaging-network) Nikolai Yakovenko, Avantika Lal, Johnny Israeli, Bryan Catanzaro [Arxiv](https://arxiv.org/abs/2003.07220) [Neurreg: Neural registration and its application to image segmentation](/publication/2020-03_neurreg-neural-registration-and-its-application-image-segmentation) Wentao Zhu, [Andriy Myronenko](/person/andriy-myronenko), [Ziyue Xu](/person/ziyue-xu), [Wenqi Li](/person/wenqi-li), [Holger Roth](/person/holger-roth), Yufang Huang, Fausto Milletari, [Daguang Xu](/person/daguang-xu) [WACV](http://openaccess.thecvf.com/content_WACV_2020/papers/Zhu_NeurReg_Neural_Registration_and_Its_Application_to_Image_Segmentation_WACV_2020_paper.pdf) ### 2019 [An Alarm System for Segmentation Algorithm Based on Shape Model](/publication/2019-10_alarm-system-segmentation-algorithm-based-shape-model) Fengze Liu, Yingda Xia, [Dong Yang](/person/dong-yang), Alan Yuille, Daguang Xu [ICCV 2019](http://iccv2019.thecvf.com/) [4D CNN for semantic segmentation of cardiac volumetric sequences](/publication/2019-10_4d-cnn-semantic-segmentation-cardiac-volumetric-sequences) [Andriy Myronenko](/person/andriy-myronenko), [Dong Yang](/person/dong-yang), Varun Buch, [Daguang Xu](/person/daguang-xu), Alvin Ihsani, Sean Doyle, Mark Michalski, Neil Tenenholtz, [Holger Roth](/person/holger-roth) [MICCAI 2019](https://www.miccai2019.org/) [Cardiac Segmentation of LGE MRI with Noisy Labels](/publication/2019-10_cardiac-segmentation-lge-mri-noisy-labels) [Holger Roth](/person/holger-roth), Wentao Zhu, [Dong Yang](/person/dong-yang), [Ziyue Xu](/person/ziyue-xu), [Daguang Xu](/person/daguang-xu) [MICCAI 2019](https://www.miccai2019.org/) [Privacy-preserving Federated Brain Tumour Segmentation](/publication/2019-10_privacy-preserving-federated-brain-tumour-segmentation) [Wenqi Li](/person/wenqi-li), Fausto Milletari, [Daguang Xu](/person/daguang-xu), Nicola Rieke, Jonny Hancox, Wentao Zhu, Maximilian Baust, Yan Cheng, Sebastien Ourselin, M. Jorge Cardoso, Andrew Feng [MICCAI 2019](https://www.miccai2019.org/) [Deep Hierarchical Multi-label Classification of Chest X-ray Images](/publication/2019-07_deep-hierarchical-multi-label-classification-chest-x-ray-images) Haomin Chen, Shun Miao, [Daguang Xu](/person/daguang-xu), Gregory D. Hager, Adam P. Harrison [Medical Imaging with Deep Learning](https://2019.midl.io/) ### 2018 [3D MRI Brain Tumor Segmentation Using Autoencoder Regularization](/publication/2018-09_3d-mri-brain-tumor-segmentation-using-autoencoder-regularization) [Andriy Myronenko](/person/andriy-myronenko) [MICCAI, BrainLes, 2018](https://link.springer.com/chapter/10.1007/978-3-030-11726-9_28) ### 2010 [ Point Set Registration: Coherent Point Drift ](/index.php/publication/2010-12_point-set-registration-coherent-point-drift) [Andriy Myronenko](/index.php/person/andriy-myronenko), Xubo Song [PAMI 2010](https://ieeexplore.ieee.org/document/5432191) ### Researchers [Can Zhao](/person/can-zhao) [Holger Roth](/person/holger-roth) [Jae-Hyun Jung](/person/jae-hyun-jung) [Vinu Joseph](/person/vinu-joseph) [Vishwesh Nath](/person/vishwesh-nath) [Yufan He](/person/yufan-he)