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Infant hip screening using multi-class ultrasound scan segmentation


Nov 08, 2022
Andrew Stamper, Abhinav Singh, James McCouat, Irina Voiculescu

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* Four page paper 

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Triple-View Feature Learning for Medical Image Segmentation


Aug 12, 2022
Ziyang Wang, Irina Voiculescu

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Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images


Jun 30, 2022
Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu

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* Accepted by MICCAI 2022 

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Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity


Apr 19, 2022
Nanqing Dong, Jiayi Wang, Irina Voiculescu

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* Accepted by CVPR 2022 Workshop on Learning with Limited Labelled Data for Image and Video Understanding 

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Federated Contrastive Learning for Decentralized Unlabeled Medical Images


Sep 15, 2021
Nanqing Dong, Irina Voiculescu

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* Accepted by MICCAI 2021 

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Negational Symmetry of Quantum Neural Networks for Binary Pattern Classification


May 20, 2021
Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu, Eric Xing

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Towards Robust Medical Image Segmentation on Small-Scale Data with Incomplete Labels


Nov 28, 2020
Nanqing Dong, Michael Kampffmeyer, Xiaodan Liang, Min Xu, Irina Voiculescu, Eric P. Xing

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A translational pathway of deep learning methods in GastroIntestinal Endoscopy


Oct 12, 2020
Sharib Ali, Mariia Dmitrieva, Noha Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Le Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James East, Jens Rittscher

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* 30 pages 

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RRA-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels


Sep 27, 2020
Ziyang Wang, Zhengdong Zhang, Irina Voiculescu

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Deep Learning in Medical Ultrasound Image Segmentation: a Review


Feb 25, 2020
Ziyang Wang, Zhengdong Zhang, Jianqing Zheng, Baoru Huang, Irina Voiculescu, Guang-Zhong Yang

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