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ORCIDMedical Image Analysis, Volume 88
Volume 88, August 2023
- Stenzel Cackowski
, Emmanuel Luc Barbier, Michel Dojat, Thomas Christen:
ImUnity: A generalizable VAE-GAN solution for multicenter MR image harmonization. 102799 - Fahad Shamshad, Salman H. Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu:
Transformers in medical imaging: A survey. 102802 - Hee Guan Khor, Guochen Ning, Yihua Sun, Xu Lu, Xinran Zhang, Hongen Liao:
Anatomically constrained and attention-guided deep feature fusion for joint segmentation and deformable medical image registration. 102811 - Edward Ferdian, David Marlevi, Jonas Schollenberger, Maria Aristova, Elazer R. Edelman, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young:
Cerebrovascular super-resolution 4D Flow MRI - Sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify intracranial velocity, flow, and relative pressure. 102831 - Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab:
Fetal brain tissue annotation and segmentation challenge results. 102833 - Lei Cao, Jie Wang, Yuanyuan Zhang, Zhiwei Rong, Meng Wang, Liuying Wang, Jianxin Ji, Youhui Qian, Liuchao Zhang, Hao Wu, Jiali Song, Zheng Liu, Wenjie Wang, Shuang Li, Peiyu Wang, Zhenyi Xu, Jingyuan Zhang, Liang Zhao, Hang Wang, Mengting Sun, Xing Huang, Rong Yin, Yuhong Lu, Ziqian Liu, Kui Deng, Gongwei Wang, Mantang Qiu, Kang Li, Jun Wang, Yan Hou:
E2EFP-MIL: End-to-end and high-generalizability weakly supervised deep convolutional network for lung cancer classification from whole slide image. 102837 - Kamilia Zaripova, Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Michael M. Bronstein, Nassir Navab:
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications. 102839 - Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, James S. Duncan, Edward J. Miller, Albert J. Sinusas, John A. Onofrey, Chi Liu:
DuSFE: Dual-Channel Squeeze-Fusion-Excitation co-attention for cross-modality registration of cardiac SPECT and CT. 102840 - Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur:
BolT: Fused window transformers for fMRI time series analysis. 102841 - Tao Wang, Xiumei Chen, Jiawei Zhang, Qianjin Feng, Meiyan Huang:
Deep multimodality-disentangled association analysis network for imaging genetics in neurodegenerative diseases. 102842 - Niek R. F. Huttinga, Tom Bruijnen, Cornelis A. T. van den Berg, Alessandro Sbrizzi:
Gaussian Processes for real-time 3D motion and uncertainty estimation during MR-guided radiotherapy. 102843 - Sanat Ramesh, Vinkle Srivastav, Deepak Alapatt, Tong Yu, Aditya Murali, Luca Sestini, Chinedu Innocent Nwoye, Idris Hamoud, Saurav Sharma, Antoine Fleurentin, Georgios Exarchakis, Alexandros Karargyris, Nicolas Padoy:
Dissecting self-supervised learning methods for surgical computer vision. 102844 - Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof:
Diffusion models in medical imaging: A comprehensive survey. 102846 - Wanquan Yan, Qingpeng Ding, Jianghua Chen, Kim Yan, Raymond Shing-Yan Tang, Shing Shin Cheng:
Learning-based needle tip tracking in 2D ultrasound by fusing visual tracking and motion prediction. 102847 - Shuhe Zhang, Ashwin Mohan, Carroll A. B. Webers, Tos T. J. M. Berendschot:
MUTE: A multilevel-stimulated denoising strategy for single cataractous retinal image dehazing. 102848 - Pál Vakli, Béla Weiss, János Szalma, Peter Barsi, István Gyuricza, Péter Kemenczky, Eszter Somogyi, Ádám Nárai, Viktor Gál, Petra Hermann, Zoltán Vidnyánszky:
Automatic brain MRI motion artifact detection based on end-to-end deep learning is similarly effective as traditional machine learning trained on image quality metrics. 102850 - Xiaofeng Liu, Jerry L. Prince, Fangxu Xing, Jiachen Zhuo, Timothy G. Reese, Maureen Stone, Georges El Fakhri, Jonghye Woo:
Attentive continuous generative self-training for unsupervised domain adaptive medical image translation. 102851 - Kaiwen Xu, Thomas Z. Li, Mirza S. Khan, Riqiang Gao, Sanja L. Antic, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman:
Body composition assessment with limited field-of-view computed tomography: A semantic image extension perspective. 102852 - Tareen Dawood, Chen Chen, Baldeep S. Sidhu, Bram Ruijsink, Justin Gould, Bradley Porter, Mark K. Elliott, Vishal Mehta, Christopher A. Rinaldi, Esther Puyol-Antón, Reza Razavi, Andrew P. King:
Uncertainty aware training to improve deep learning model calibration for classification of cardiac MR images. 102861 - Xiaokang Li, Menghua Xia, Jing Jiao, Shichong Zhou, Cai Chang, Yuanyuan Wang, Yi Guo:
HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. 102862 - Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh:
A survey on deep learning for skin lesion segmentation. 102863 - Javid Dadashkarimi, Amin Karbasi, Qinghao Liang, Matthew Rosenblatt, Stephanie Noble, Maya Foster, Raimundo X. Rodriguez, Brendan Adkinson, Jean Ye, Huili Sun, Chris Camp, Michael Farruggia, Link Tejavibulya, Wei Dai, Rongtao Jiang, Angeliki Pollatou, Dustin Scheinost:
Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available. 102864 - Jianning Li, David G. Ellis, Oldrich Kodym, Laurèl Rauschenbach, Christoph Rieß, Ulrich Sure, Karsten H. Wrede, Carlos M. Alvarez, Marek Wodzinski, Mateusz Daniol, Daria Hemmerling, Hamza Mahdi, Allison Clement, Evan Kim, Zachary Fishman, Cari M. Whyne, James G. Mainprize, Michael R. Hardisty, Shashwat Pathak, Chitimireddy Sindhura, Rama Krishna Sai S. Gorthi, Degala Venkata Kiran, Subrahmanyam Gorthi, Bokai Yang, Ke Fang, Xingyu Li, Artem Kroviakov, Lei Yu, Yuan Jin, Antonio Pepe, Christina Gsaxner, Adam Herout, Victor Alves, Michal Spanel, Michele R. Aizenberg, Jens Kleesiek, Jan Egger:
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge. 102865 - Tong Yu, Pietro Mascagni, Juan Verde, Jacques Marescaux, Didier Mutter, Nicolas Padoy:
Live laparoscopic video retrieval with compressed uncertainty. 102866 - Xipeng Pan, Jijun Cheng, Feihu Hou, Rushi Lan, Cheng Lu, Lingqiao Li, Zhengyun Feng, Huadeng Wang, Changhong Liang, Zhenbing Liu, Xin Chen, Chu Han, Zaiyi Liu:
SMILE: Cost-sensitive multi-task learning for nuclear segmentation and classification with imbalanced annotations. 102867 - Hicham Messaoudi, Ahror Belaid, Douraied Ben Salem, Pierre-Henri Conze:
Cross-dimensional transfer learning in medical image segmentation with deep learning. 102868 - Lei Li, Wangbin Ding, Liqin Huang, Xiahai Zhuang, Vicente Grau:
Multi-modality cardiac image computing: A survey. 102869 - Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur:
Adaptive diffusion priors for accelerated MRI reconstruction. 102872 - Xiaowei Xu, Yinan Chen, Jianghao Wu, Jiangshan Lu, Yuxiang Ye, Yechong Huang, Xin Dou, Kang Li, Guotai Wang, Shaoting Zhang, Wei Gong:
A novel one-to-multiple unsupervised domain adaptation framework for abdominal organ segmentation. 102873 - Xiaohan Xing, Zhen Chen, Yuenan Hou, Yixuan Yuan:
Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis. 102874 - Yuhan Wang, Hak-Keung Lam, Zeng-Guang Hou, Rui-Qi Li, Xiao-Liang Xie, Shi-Qi Liu:
High-resolution feature based central venous catheter tip detection network in X-ray images. 102876 - Zhuo-Xu Cui, Sen Jia, Chentao Cao, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang:
K-UNN: k-space interpolation with untrained neural network. 102877 - Zhe Xu, Yixin Wang, Donghuan Lu, Xiangde Luo, Jiangpeng Yan, Yefeng Zheng, Raymond Kai-Yu Tong:
Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation. 102880 - Stephan Dooper, Hans Pinckaers, Witali Aswolinskiy, Konnie M. Hebeda, Sofia Jarkman, Jeroen van der Laak, Geert Litjens:
Gigapixel end-to-end training using streaming and attention. 102881 - Mohsin Bilal, Robert Jewsbury, Ruoyu Wang, Hammam M. AlGhamdi, Amina Asif, Mark Eastwood, Nasir M. Rajpoot:
An aggregation of aggregation methods in computational pathology. 102885
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