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ORCIDMedical Image Analysis, Volume 86
Volume 86, May 2023
- Ziyu Li
, Qiuyun Fan, Berkin Bilgic, Guangzhi Wang, Wenchuan Wu, Jonathan R. Polimeni, Karla L. Miller, Susie Yi Huang, Qiyuan Tian:
Diffusion MRI data analysis assisted by deep learning synthesized anatomical images (DeepAnat). 102744 - Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Tim J. Adler, Thuy Nuong Tran, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein:
Beyond rankings: Learning (more) from algorithm validation. 102765 - Lei Xie, Jiahao Huang, Jiangli Yu, Qingrun Zeng, Qiming Hu, Zan Chen, Guoqiang Xie, Yuanjing Feng:
CNTSeg: A multimodal deep-learning-based network for cranial nerves tract segmentation. 102766 - Marco Pizzolato, Erick Jorge Canales-Rodríguez, Mariam Andersson, Tim B. Dyrby:
Axial and radial axonal diffusivities and radii from single encoding strongly diffusion-weighted MRI. 102767 - Mihael Cudic, Jeffrey S. Diamond, J. Alison Noble:
Unpaired mesh-to-image translation for 3D fluorescent microscopy images of neurons. 102768 - Martin Wagner, Beat P. Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M. Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Carissa Reid, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng-Ann Heng, Isabell Twick, Kadir Kirtaç, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Long Zhao, Zhenxiao Ge, Haiming Sun, Di Xie, Mengqi Guo, Daochang Liu, Hannes Götz Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Annette Kopp-Schneider, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt:
Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. 102770 - Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken:
Dense regression activation maps for lesion segmentation in CT scans of COVID-19 patients. 102771 - Yuhan Zhang, Luyang Luo, Qi Dou, Pheng-Ann Heng:
Triplet attention and dual-pool contrastive learning for clinic-driven multi-label medical image classification. 102772 - Tewodros Weldebirhan Arega, Stéphanie Bricq, François Le Grand, Alexis Jacquier, Alain Lalande, Fabrice Mériaudeau:
Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer. 102773 - Jiaqi Qu, Xunbin Wei, Xiaohua Qian:
Generalized pancreatic cancer diagnosis via multiple instance learning and anatomically-guided shape normalization. 102774 - Ziteng Liu, Wenpeng Gao, Jiahua Zhu, Zhi Yu, Yili Fu:
Surface deformation tracking in monocular laparoscopic video. 102775 - Lei Zhao, Shumao Pang, Yangfan Chen, Xiongfeng Zhu, Ziyue Jiang, Zhihai Su, Hai Lu, Yujia Zhou, Qianjin Feng:
SpineRegNet: Spine Registration Network for volumetric MR and CT image by the joint estimation of an affine-elastic deformation field. 102786 - Yu Fu, Shunjie Dong, Meng Niu, Le Xue, Hanning Guo, Yanyan Huang, Yuanfan Xu, Tianbai Yu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Hong Zhang, Mei Tian, Cheng Zhuo:
AIGAN: Attention-encoding Integrated Generative Adversarial Network for the reconstruction of low-dose CT and low-dose PET images. 102787 - Tianshu Zheng, Guohui Yan, Haotian Li, Weihao Zheng, Wen Shi, Yi Zhang, Chuyang Ye, Dan Wu:
A microstructure estimation Transformer inspired by sparse representation for diffusion MRI. 102788 - Benjamin Billot, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Juan Eugenio Iglesias:
SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining. 102789 - Ruoyu Guo, Kunzi Xie, Maurice Pagnucco, Yang Song:
SAC-Net: Learning with weak and noisy labels in histopathology image segmentation. 102790 - Kailu Li, Ziniu Qian, Yingnan Han, Eric I-Chao Chang, Bingzheng Wei, Maode Lai, Jing Liao, Yubo Fan, Yan Xu:
Weakly supervised histopathology image segmentation with self-attention. 102791 - Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng:
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images. 102794 - Tianyu Ma, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
Hyper-convolutions via implicit kernels for medical image analysis. 102796 - Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed:
PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans. 102797 - Shuxin Yang, Xian Wu, Shen Ge, Zhuozhao Zheng, S. Kevin Zhou, Li Xiao:
Radiology report generation with a learned knowledge base and multi-modal alignment. 102798 - Nima Ebadi, Ruiqi Li, Arun Das, Arkajyoti Roy, Papanikolaou Nikos, Peyman Najafirad:
CBCT-guided adaptive radiotherapy using self-supervised sequential domain adaptation with uncertainty estimation. 102800 - Taiping Qu, Xiuli Li, Xiheng Wang, Wenyi Deng, Li Mao, Ming He, Xiao Li, Yun Wang, Zaiyi Liu, Longjiang Zhang, Zhengyu Jin, Huadan Xue, Yizhou Yu:
Transformer guided progressive fusion network for 3D pancreas and pancreatic mass segmentation. 102801 - Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. 102803
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