Rapid Model Transfer for Medical Image Segmentation Via Iterative Human-in-the-Loop Update: from Labelled Public to Unlabelled Clinical Datasets for Multi-Organ Segmentation in CT (English)
- New search for: Ma, Wenao
- New search for: Zheng, Shuang
- New search for: Zhang, Lei
- New search for: Zhang, Huimao
- New search for: Dou, Qi
- New search for: Ma, Wenao
- New search for: Zheng, Shuang
- New search for: Zhang, Lei
- New search for: Zhang, Huimao
- New search for: Dou, Qi
In:
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)
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1-5
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2022
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ISBN:
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ISSN:
- Conference paper / Electronic Resource
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Title:Rapid Model Transfer for Medical Image Segmentation Via Iterative Human-in-the-Loop Update: from Labelled Public to Unlabelled Clinical Datasets for Multi-Organ Segmentation in CT
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Contributors:Ma, Wenao ( author ) / Zheng, Shuang ( author ) / Zhang, Lei ( author ) / Zhang, Huimao ( author ) / Dou, Qi ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2022-03-28
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Size:2379070 byte
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ISBN:
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ISSN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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A Deep Learning Pipeline For Segmentation of Proteus Mirabilis Colony PatternsDoshi, Anjali / Shaw, Marian / Tonea, Ruxandra / Minyety, Rosalia / Moon, Soonhee / Laine, Andrew / Guo, Jia / Danino, Tal et al. | 2022
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Lightseg: Efficient Yet Effective Medical Image SegmentationJahan, Most Husne / Imran, Abdullah Al Zubaer et al. | 2022
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Ensemble Learning and Tensor Regularization for Cone-Beam Computed Tomography-Based Pelvic Organ SegmentationZhou, Hanyue / Cao, Minsong / Min, Yugang / Yoon, Stephanie / Kishan, Amar / Ruan, Dan et al. | 2022
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Scheme And Dataset for Evaluating Computer-Aided Polyp Detection System in ColonoscopyYao, Leyu / He, Fan / Wang, Xiaofeng / Zhou, Lu / Peng, Haixia / Huang, Xiaolin et al. | 2022
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Duplex Contextual Relation Network For Polyp SegmentationYin, Zijin / Liang, Kongming / Ma, Zhanyu / Guo, Jun et al. | 2022
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Data Driven Estimation of Covid-19 PrognosisSharma, Harshit / Nagar, Rajendra / Mishra, Deepak et al. | 2022
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Leveraging Multi-Visit Information for Magnetic Resonance Image Reconstruction: Pilot Study on a Cohort of Glioblastoma SubjectsBeauferris, Youssef / Lasby, Mike / Souza, Roberto et al. | 2022
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Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography ClassificationLogan, Yash-Yee / Kokilepersaud, Kiran / Kwon, Gukyeong / AlRegib, Ghassan / Wykoff, Charles / Yu, Hannah et al. | 2022
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Unsupervised Anomaly Detection in 3D Brain MRI Using Deep Learning with Impured Training DataBehrendt, Finn / Bengs, Marcel / Rogge, Frederik / Kruger, Julia / Opfer, Roland / Schlaefer, Alexander et al. | 2022
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Long-Range 3D Self-Attention for MRI Prostate SegmentationPollastri, Federico / Cipriano, Marco / Bolelli, Federico / Grana, Costantino et al. | 2022
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A Nonlinear Hierarchical Model for Longitudinal Data on ManifoldsHanik, Martin / Hege, Hans-Christian / Tycowicz, Christoph von et al. | 2022
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Rapid Model Transfer for Medical Image Segmentation Via Iterative Human-in-the-Loop Update: from Labelled Public to Unlabelled Clinical Datasets for Multi-Organ Segmentation in CTMa, Wenao / Zheng, Shuang / Zhang, Lei / Zhang, Huimao / Dou, Qi et al. | 2022
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Shape-Consistent Generative Adversarial Networks for Multi-Modal Medical Segmentation MapsSegre, Leo / Hirschorn, Or / Ginzburg, Dvir / Raviv, Dan et al. | 2022
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Adaptation of a Multi-Site Network to a New Clinical Site Via Batch-Normalization SimilarityKasten Serlin, Shira / Goldberger, Jacob / Greenspan, Hayit et al. | 2022
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A Meta-Learning Approach for Medical Image RegistrationPark, Heejung / Lee, Gyeong Min / Kim, Soopil / Ryu, Ga Hyung / Jeong, Areum / Sagong, Min / Park, Sang Hyun et al. | 2022
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CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory ForecastingNguyen, Huy Hoang / Saarakkala, Simo / Blaschko, Matthew B. / Tiulpin, Aleksei et al. | 2022
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Faster R-CNN for IPSC-Derived Mesenchymal Stromal Cells Senescent Detection from Bright-Field MicroscopyLi, Mingzhu / He, Liangge / Wang, Xinglie / Wang, Tianfu / Yue, Guanghui / Zhou, Guangqian / Lei, Baiying et al. | 2022
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A Feature Regularization Based Meta-Learning Framework for Generalizing Prostate Mri SegmentationWang, Hui / Zhang, Zheng / Zhang, Bo / Mi, Yue / Wu, Jingyun / Huang, Haiwen / Ma, Zibo / Wang, Wendong et al. | 2022
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MC-PDNet: Deep Unrolled Neural Network For Multi-Contrast Mr Image Reconstruction From Undersampled K-Space DataPooja, Kumari / Ramzi, Zaccharie / Chaithya, G.R. / Ciuciu, Philippe et al. | 2022
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Combined Generation of Electrocardiogram and Cardiac Anatomy Models Using Multi-Modal Variational AutoencodersBeetz, Marcel / Banerjee, Abhirup / Sang, Yuling / Grau, Vicente et al. | 2022
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Learning Left Main Bifurcation Shape Features with an AutoencoderChen, Nanway / Gharleghi, Ramtin / Sowmya, Arcot / Beier, Susann et al. | 2022
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Enhanced Motor Imagery-Based Eeg Classification Using A Discriminative Graph Fourier SubspaceMiri, Maliheh / Abootalebi, Vahid / Behjat, Hamid et al. | 2022
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A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound EvaluationPhilip, Manna E. / Ferrieira, Ana / Tomar, Aishani / Chawla, Sparsh / Welsh, Alec W. / Stevenson, Gordon N. / Sowmya, Arcot et al. | 2022
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To What Extent Can Plug-and-Play Methods Outperform Neural Networks Alone In Low-Dose CT ReconstructionXu, Qifan / Lyu, Qihui / Ruan, Dan / Sheng, Ke et al. | 2022
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Elasticity Quantification Using an Empirical Relationship Between Single Transducer –Harmonic Motion Imaging-Derived Displacement Versus Oscillation FrequencyHossain, Md Murad / Konofagou, Elisa E. et al. | 2022
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Dental Restoration using a Multi-Resolution Deep Learning ApproachLessard, Olivier / Guibault, Francois / Keren, Julia / Cheriet, Farida et al. | 2022
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Weakly Supervised Learning For Cell Recognition In Immunohistochemical Cytoplasm Staining ImagesZhang, Shichuan / Zhu, Chenglu / Li, Honglin / Cai, Jiatong / Yang, Lin et al. | 2022
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Towards Reducing Aleatoric Uncertainty for Medical Imaging TasksSingh Sambyal, Abhishek / Krishnan, Narayanan C / Bathula, Deepti R et al. | 2022
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Transformer Graph Network for Coronary Plaque Localization in CCTAViti, Mario / Talbot, Hugues / Gogin, Nicolas et al. | 2022
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Artifact Identification in Digital Histopathology Images Using Few-Shot LearningShaikh, Nazim N / Wasag, Kamil / Nie, Yao et al. | 2022
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Early Prediction of Blastocyst Development via Time-Lapse Video AnalysisXie, Xiang / Yan, Pengxiang / Cheng, Fang-Ying / Gao, Feng / Mai, Qingyun / Li, Guanbin et al. | 2022
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Break: Bronchi Reconstruction by Geodesic Transformation and Skeleton EmbeddingYu, Weihao / Zheng, Hao / Zhang, Minghui / Zhang, Hanxiao / Sun, Jiayuan / Yang, Jie et al. | 2022
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Dual Encoding Fusion for Atypical Lung Nodule SegmentationXu, Weixin / Xing, Yun / Lu, Yuting / Lin, Jingkai / Zhang, Xiaohong et al. | 2022
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A Less Supervised Automatic Delineation Method For Intracranial Germ Cell Tumor Radiotherapy TargetsWang, Xianyu / Liu, Shuai / Yang, Ne / Ning, Guochen / Ma, Longfei / Zhang, Hui / Liao, Hongen et al. | 2022
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Addformer: Alzheimer’s Disease Detection from Structural Mri Using Fusion TransformerKushol, Rafsanjany / Masoumzadeh, Abbas / Huo, Dong / Kalra, Sanjay / Yang, Yee-Hong et al. | 2022
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Structural Brain Atrophy Predict Symptom Severity in Schizophrenia Based on Generalized Additive ModelsWang, Meng / Fan, Lingzhong / Liu, Bing et al. | 2022
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Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect EpilepsyWu, Yunan / Besson, Pierre / Azcona, Emanuel A. / Kathleen Bandt, S. / Parrish, Todd B. / Katsaggelos, Aggelos K. et al. | 2022
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Symmetric Contrastive Loss for Out-of-Distribution Skin Lesion DetectionLi, Xuan / Desrosiers, Christian / Liu, Xue et al. | 2022
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EDDIE-Transformer: Enriched Disease Embedding Transformer for X-Ray Report GenerationNguyen, Hoang T.N. / Nie, Dong / Badamdorj, Taivanbat / Liu, Yujie / Hong, Lingzi / Truong, Jason / Cheng, Li et al. | 2022
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Bayesian Optimization Using Hamiltonian Dynamics for Sparse Artificial Neural NetworksFakhfakh, Mohamed / Bouaziz, Bassem / Gargouri, Faiez / Chaari, Lotfi et al. | 2022
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Coordinate Transformer Network for Prediction of Pseudomonas Aeruginosa’s Drug ResistanceXiong, Wei / Yu, Kaiwei / Cai, Yuming / Yang, Liang / Lei, Baiying et al. | 2022
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Invertible AC-flow: Direct Attenuation Correction Of Pet Images Without Ct Or Mr ImagesWang, Bo / Lu, Lijun / Liu, Huafeng et al. | 2022
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Single Volume Lung Biomechanics from Chest Computed Tomography Using a Mode Preserving Generative Adversarial NetworkChaudhary, Muhammad F. A. / Gerard, Sarah E. / Wang, Di / Christensen, Gary E. / Cooper, Christopher B. / Schroeder, Joyce D. / Hoffman, Eric A. / Reinhardt, Joseph M. et al. | 2022
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Self-Ensemble Distillation Using Mean Teachers with Long & Short MemoryChattopadhyay, Nilanjan / Raipuria, Geetank / Singhal, Nitin et al. | 2022
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On The Impact of Self-Supervised Learning in Skin Cancer DiagnosisVerdelho, Maria Rita / Barata, Catarina et al. | 2022
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Hierarchical Brain Embedding Using Explainable Graph LearningTang, Haoteng / Guo, Lei / Fu, Xiyao / Qu, Benjamin / Thompson, Paul M. / Huang, Heng / Zhan, Liang et al. | 2022
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Statistical Coupling Between time Point-ProcessesKubler, Samuel / Olivo-Marin, Jean-Christophe / Lagache, Thibault et al. | 2022
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Accessible, Affordable and Low-Risk Lungs Health Monitoring in Covid-19: Deep Cascade Reconstruction from Degraded LR-ULDCTRai, Swati / Bhatt, Jignesh S. / Patra, Sarat Kumar et al. | 2022
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Prediction of Cognitive Scores by Movie-Watching FMRI Connectivity and Eye Movement Via Spectral Graph ConvolutionsGao, Jiaxing / Li, Changhe / He, Zhibin / Wei, Yaonai / Guo, Lei / Han, Junwei / Zhang, Shu / Zhang, Tuo et al. | 2022
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Unsupervised Ensemble Distillation for Multi-Organ SegmentationZhang, Lefei / Feng, Shixiang / Wang, Yu / Wang, Yanfeng / Zhang, Ya / Chen, Xin / Tian, Qi et al. | 2022
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Advit: Vision Transformer On Multi-Modality Pet Images For Alzheimer Disease DiagnosisXing, Xin / Liang, Gongbo / Zhang, Yu / Khanal, Subash / Lin, Ai-Ling / Jacobs, Nathan et al. | 2022
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LONDN-MRI: Adaptive Local Neighborhood-Based Networks for MR Image Reconstruction from Undersampled DataLiang, Shijun / Sreevatsa, Ashwin / Lahiri, Anish / Ravishankar, Saiprasad et al. | 2022
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Maximizing Unambiguous Velocity Range in Phase-Contrast MRI with Multipoint EncodingZhao, Shen / Ahmad, Rizwan / Potter, Lee C. et al. | 2022
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Automated Measurements of Mitral and Tricuspid Annular Dimensions in Cardiovascular Magnetic ResonanceGonzales, Ricardo A. / Lamy, Jerome / Seemann, Felicia / Heiberg, Einar / Peters, Dana C. et al. | 2022
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Towards Improved Robustness of Low-Dose CT Perfusion Imaging Via Joint Estimation of Structural CT and Functional CBF ImagesSudarshan, Viswanath P. / Sengar, Vartika / Reddy, Pavan Kumar / Gubbi, Jayavardhana / Pal, Arpan et al. | 2022
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Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency ComponentsLiu, Haofeng / Li, Heng / Ou, Mingyang / Zhao, Yitian / Qi, Hong / Hu, Yan / Liu, Jiang et al. | 2022
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NUDF: Neural Unsigned Distance Fields for High Resolution 3D Medical Image SegmentationSorensen, Kristine / Camara, Oscar / Backer, Ole de / Kofoed, Klaus F. / Paulsen, Rasmus R. et al. | 2022
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Retinal Vessel Segmentation with Pixel-Wise Adaptive FiltersLi, Mingxing / Zhou, Shenglong / Chen, Chang / Zhang, Yueyi / Liu, Dong / Xiong, Zhiwei et al. | 2022
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Weakly Supervised Nuclei Segmentation Via Instance LearningLiu, Weizhen / He, Qian / He, Xuming et al. | 2022
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A Convolutional Wasserstein Distance for Tractography Evaluation: Complementarity Study to State-of-the-Art MeasuresDurantel, Thomas / Coloigner, Julie / Commowick, Olivier et al. | 2022
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Deep Semi-Supervised Metric Learning with Dual Alignment for Cervical Cancer Cell DetectionChai, Zhizhong / Luo, Luyang / Lin, Huangjing / Chen, Hao / Han, Anjia / Heng, Pheng-Ann et al. | 2022
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Realistic-Shape Bacterial Biofilm Simulator for Deep Learning-Based 3D Single-Cell SegmentationToma, Tanjin Taher / Wu, Yuexuan / Wang, Jie / Srivastava, Anuj / Gahlmann, Andreas / Acton, Scott T. et al. | 2022
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LFANET: Transforming 3T Single-Shell to 7T Multi-Shell DMRI Using Deep Learning Based Leapfrog and AttentionJha, Ranjeet Ranjan / Pathak, Sudhir K / Schneider, Walter / Kumar, B. V. Rathish / Bhavsar, Arnav / Nigam, Aditya et al. | 2022
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Adversarial Contrastive Fourier Domain Adaptation for Polyp SegmentationHuy, Ta Duc / Cao Huyen, Hoang / Nguyen, Chanh D. T. / Duong, Soan T. M. / Bui, Trung / Truong, Steven Q. H. et al. | 2022
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Bridging Natruralistic Stimuli, Eye Movement And Brain Activity Via Cca And Locality Preserving ProjectionLi, Changhe / Gao, Jiaxing / He, Zhibin / Zhang, Songyao / Wei, Yaonai / Du, Lei / Guo, Lei / Han, Junwei / Zhang, Shu / Zhang, Tuo et al. | 2022
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Deep Neural Network for Combined Particle Tracking and Colocalization Analysis in Two-Channel Microscopy ImagesSpilger, Roman / Lee, Ji-Young / Bartenschlager, Ralf / Rohr, Karl et al. | 2022
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Corolla: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma GradingCai, Zhiyuan / Lin, Li / He, Huaqing / Tang, Xiaoying et al. | 2022
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Influential Prototypical Networks for Few Shot Learning: A Dermatological Case StudyRoy Chowdhury, Ranjana / Bathula, Deepti R. et al. | 2022
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Automated Dcis Identification From Multiplex Immunohistochemistry Using Generative Adversarial NetworksSobhani, Faranak / Hamidinekoo, Azam / Hall, Allison H. / King, Lorraine / Marks, Jeffrey R. / Maley, Carlo / Horlings, Hugo M. / Shelley Hwang, E. / Yuan, Yinyin et al. | 2022
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MPTGAN: A Multimodal Prior-Based Triple-Branch Network for Fast Prostate Mri ReconstructionYan, Shuo / Zhang, Zheng / Zhang, Bo / Mi, Yue / Wu, Jingyun / Huang, Haiwen / Que, Xirong / Wang, Wendong et al. | 2022
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Interpretable Graph Convolutional Network Of Multi-Modality Brain Imaging For Alzheimer’s Disease DiagnosisZhou, Houliang / He, Lifang / Zhang, Yu / Shen, Li / Chen, Brian et al. | 2022
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Influence Based Re-Weighing for Labeling Noise in Medical ImagingBraun, Joschka / Kornreich, Micha / Park, JinHyeong / Pawar, Jayashri / Browning, James / Herzog, Richard / Odry, Benjamin / Zhang, Li et al. | 2022
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Brain Cancer Survival Prediction on Treatment-Naïve MRI using Deep Anchor Attention Learning with Vision TransformerXu, Xuan / Prasanna, Prateek et al. | 2022
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Robust Plant Cell Tracking in Fluorescence Microscopy 3D+T SeriesPetit, Manuel / Cerutti, Guillaume / Godin, Christophe / Malandain, Gregoire et al. | 2022
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Factorized Convolution with Spectral Normalization for Fundus ScreeningZeng, Ming / Zeng, Na / Fang, Jiansheng / Liu, Jiang et al. | 2022
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Automated CAD System for Intermediate Uveitis Grading Using Optical Coherence Tomography ImagesHaggag, S. / Khalifa, F. / Abdeltawab, H. / Elnakib, A. / Sandhu, H. / Ghazal, M. / Sewelam, A. / Mohamed, M. A. / El-Baz, A. et al. | 2022
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Trans-ResNet: Integrating Transformers and CNNs for Alzheimer’s disease classificationLi, Chao / Cui, Yue / Luo, Na / Liu, Yong / Bourgeat, Pierrick / Fripp, Jurgen / Jiang, Tianzi et al. | 2022
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Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver MetastasesAmine Elforaici, Mohamed El / Montagnon, Emmanuel / Azzi, Feryel / Trudel, Dominique / Nguyen, Bich / Turcotte, Simon / Tang, An / Kadoury, Samuel et al. | 2022
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Semi-Supervised Domain Generalization for Medical Image AnalysisZhang, Ruipeng / Xu, Qinwei / Huang, Chaoqin / Zhang, Ya / Wang, Yanfeng et al. | 2022
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Multi-Tasking DSSD Architecture for Laparoscopic Cholecystectomy Surgical Assistance SystemsPradeep, Chakka Sai / Sinha, Neelam et al. | 2022
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Structural-Mr Informed QSM Reconstruction Using Deep Image PriorReddy, Pavan Kumar / Sudarshan, Viswanath P. / Gubbi, Jayavardhana / Pal, Arpan et al. | 2022
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Cats: Complementary CNN and Transformer Encoders for SegmentationLi, Hao / Hu, Dewei / Liu, Han / Wang, Jiacheng / Oguz, Ipek et al. | 2022
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Joint Attention for Medical Image SegmentationZhang, Mo / Dong, Bin / Li, Quanzheng et al. | 2022
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A Method to Remove Size Bias in Sub-Cortical Structure SegmentationV, Mythri / Thottupattu, Alphin J / R J, Naren Akash / Sivaswamy, Jayanthi et al. | 2022
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Efficient Diffeomorphic Image Registration using Multi-Scale Dual-Phased LearningJoshi, Ankita / Hong, Yi et al. | 2022
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Deep Non-Linear Embedding Deformation Network for Cross-Modal Brain MRI SynthesisLin, Yang / Han, Hu / Kevin Zhou, S. et al. | 2022
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Topology-Aware Learning for Volumetric Cerebrovascular SegmentationBanerjee, Subhashis / Toumpanakis, Dimitrios / Dhara, Ashis Kumar / Wikstrom, Johan / Strand, Robin et al. | 2022
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Neural Radiance ProjectionHuy, Pham Ngoc / Quan, Tran Minh et al. | 2022
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Feature Fusion for Segmentation and Classification of Skin LesionsZhang, Yue / Chen, Zifan / Yu, Hao / Yao, Xinyu / Li, Hongfeng et al. | 2022
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Automatic Cephalometric Landmark Detection on X-Ray Images Using Object DetectionKing, Cheng-Ho / Wang, Yin-Lin / Lin, Wei-Yang / Tsai, Chia-Ling et al. | 2022
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Diabetic Retinopathy Diagnostic CAD System Using 3D-Oct Higher Order Spatial Appearance ModelElsharkawy, Mohamed / Sharafeldeen, Ahmed / Soliman, Ahmed / Khalifa, Fahmi / Ghazal, Mohammed / El-Daydamony, Eman / Atwan, Ahmed / Sandhu, Harpal Singh / El-Baz, Ayman et al. | 2022
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Deep Neural Network for 3D Particle Detection in 3D Fluorescence Microscopy Images via Density Map RegressionSpilger, R. / Chagin, V. O. / Bold, C. S. / Schermelleh, L. / Muller, U. C. / Cardoso, M. C. / Rohr, K. et al. | 2022
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Semi-Supervised Pseudo-Healthy Image Synthesis via Confidence AugmentationDu, Yuanqi / Quan, Quan / Han, Hu / Zhou, S. Kevin et al. | 2022
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Cerebrovascular Landmark Detection under Anatomical VariationsTan, Zimeng / Feng, Jianjiang / Lu, Wangsheng / Yin, Yin / Yang, Guangming / Zhou, Jie et al. | 2022
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Sharp-GAN: Sharpness Loss Regularized GAN for Histopathology Image SynthesisButte, Sujata / Wang, Haotian / Xian, Min / Vakanski, Aleksandar et al. | 2022
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Uncertainty-Aware Deep Ensemble Model For Targeted Ultrasound-Guided Prostate BiopsyFooladgar, Fahimeh / Nhat To, Minh Nguyen / Javadi, Golara / Samadi, Samareh / Bayat, Sharareh / Sojoudi, Samira / Eshumani, Walid / Hurtado, Antonio / Chang, Silvia / Black, Peter et al. | 2022
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Transfer Learning for Fundus Image Quality Assessment Using Discriminating PatchesR, Ammu / Sinha, Neelam et al. | 2022
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SPA-RESUNET: Strip Pooling Attention Resunet for Multi-Class Segmentation of Vertebrae and Intervertebral DiscsLi, Chuanpu / Liu, Tianbao / Chen, Zeli / Pang, Shumao / Zhong, Liming / Feng, Qianjin / Yang, Wei et al. | 2022
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Ideal-Observer Computation with Anthropomorphic Phantoms using Markov Chain Monte CarloRahman, Md Ashequr / Yu, Zitong / Jha, Abhinav K. et al. | 2022
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Disentangled Representation of Longitudinal Β-Amyloid for AD Via Sequential Graph Variational Autoencoder with SupervisionYang, Fan / Wu, Guorong / Hwa Kim, Won et al. | 2022
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Liver-Buda-Sage: Simultaneous Whole Liver T2 and T*2 Mapping in one Breath-HoldZhang, Zijing / Ye, Huihui / Li, Maosen / Liu, Huafeng / Bilgic, Berkin et al. | 2022
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CapNeXt: Unifying Capsule And Resnext For Medical Image SegmentationHuynh, Thanh M. / Nguyen, Chanh DT / Nguyen, Khoa N. A. / Bui, Trung / Truong, Steven Q.H. et al. | 2022
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Differentiable Projection from Optical Coherence Tomography B-Scan without Retinal Layer Segmentation SupervisionRong, Dingyi / Yang, Jiancheng / Ni, Bingbing / Ke, Bilian et al. | 2022
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Lesion Detectability and Contrast Enhancement with Beam Multiply and Sum Beamforming for Non-Steered Plane Wave Ultrasound ImagingMadhavanunni, A. N. / Panicker, Mahesh Raveendranatha et al. | 2022
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Towards Generalization of Medical Imaging AI Models: Sharpness-Aware Minimizers and BeyondAnand, Deepa / Patil, Rohan / Agrawal, Utkarsh / V, Rahul / Ravishankar, Hariharan / Sudhakar, Prasad et al. | 2022
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Location-Guided Coarse-to-Fine Network for Whole Heart SegmentationZhang, Xiang / Zhang, Xiao / Luo, Hangzai / Zhong, Sheng / Tang, Lei et al. | 2022
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Semi-Supervised Coronary Vessels Segmentation from Invasive Coronary Angiography with Connectivity-Preserving Loss FunctionHe, Haorui / Banerjee, Abhirup / Beetz, Marcel / Choudhury, Robin P. / Grau, Vicente et al. | 2022
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An Efficient Anchor-Free Universal Lesion Detection in Ct-ScansSheoran, Manu / Dani, Meghal / Sharma, Monika / Vig, Lovekesh et al. | 2022
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Self Supervised Lesion Recognition for Breast Ultrasound DiagnosisGuo, Yuanfan / Yang, Canqian / Lin, Tiancheng / Li, Chunxiao / Zhang, Rui / Wu, Rong / Xu, Yi et al. | 2022
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Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised MannerNisar, Zeeshan / Vasiljevic, Jelica / Gancarski, Pierre / Lampert, Thomas et al. | 2022
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Segtransvae: Hybrid Cnn - Transformer with Regularization for Medical Image SegmentationPham, Quan-Dung / Nguyen-Truong, Hai / Phuong, Nam Nguyen / Nguyen, Khoa N. A. / Nguyen, Chanh D. T. / Bui, Trung / Truong, Steven Q.H. et al. | 2022
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A Deep Residual Learning Implementation of MetamorphosisMaillard, Matthis / Francois, Anton / Glaunes, Joan / Bloch, Isabelle / Gori, Pietro et al. | 2022
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Single Sideband Modulation as a Tool To Improve Functional Connectivity EstimationFaghiri, Ashkan / Adali, Tulay / Calhoun, Vince D. et al. | 2022
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From Supervised to Unsupervised Harmonization of Diffusion Mri AcquisitionsWeninger, Leon / Ahmad, Mushawar / Merhof, Dorit et al. | 2022
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Towards Efficient FMRI Data Re-Use: Can We Run Between-Group Analyses with Datasets Processed Differently with SPM?Rolland, Xavier / Maurel, Pierre / Maumet, Camille et al. | 2022
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Deep Unrolling for Magnetic Resonance FingerprintingChen, Dongdong / Davies, Mike E. / Golbabaee, Mohammad et al. | 2022
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Lung Cancer Identification via Deep Learning: A Multi-Stage WorkflowCanavesi, Irene / D'Arnese, Eleonora / Caramaschi, Sara / Santambrogio, Marco D. et al. | 2022
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Imbalanced Cell-Cycle Classification Using Wgan-Div and MixupRana, Priyanka / Sowmya, Arcot / Meijering, Erik / Song, Yang et al. | 2022
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Distributed Memory-Efficient Physics-Guided Deep Learning Reconstruction for Large-Scale 3d Non-Cartesian MRIZhang, Chi / Piccini, Davide / Demirel, Omer Burak / Bonanno, Gabriele / Yaman, Burhaneddin / Stuber, Matthias / Moeller, Steen / Akcakaya, Mehmet et al. | 2022
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An Unsupervised Approach to Detect Microglia Tip in Volumetric Fluorescence Imaging DataWang, Mengfan / Whiting, Kathleen / Lischka, Fritz W. / Galdzicki, Zygmunt / Yu, Guoqiang et al. | 2022
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Visual Attention Analysis Of Pathologists Examining Whole Slide Images Of Prostate CancerChakraborty, Souradeep / Ma, Ke / Gupta, Rajarsi / Knudsen, Beatrice / Zelinsky, Gregory J. / Saltz, Joel H. / Samaras, Dimitris et al. | 2022
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Semi-Supervised Segmentation of Mitochondria from Electron Microscopy Images Using Spatial ContinuityXiao, Yunpeng / Zhao, Youpeng / Yang, Ge et al. | 2022
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Multi-Class Brain Tumor Segmentation via 3d and 2d Neural NetworksPnev, Sergey / Groza, Vladimir / Tuchinov, Bair / Amelina, Evgeniya / Pavlovskiy, Evgeniy / Tolstokulakov, Nikolay / Amelin, Mihail / Golushko, Sergey / Letyagin, Andrey et al. | 2022
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Leaders: Learnable Deep Radial Subsampling for Mri ReconstructionWang, Zhiwen / Li, Bowen / Xia, Wenjun / Shen, Chenyu / Hou, Mingzheng / Chen, Hu / Liu, Yan / Zhou, Jiliu / Zhang, Yi et al. | 2022
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Improving the Automatic Segmentation of Elongated Organs Using Geometrical PriorsVetil, Rebeca / Bone, Alexandre / Vullierme, Marie-Pierre / Rohe, Marc-Michel / Gori, Pietro / Bloch, Isabelle et al. | 2022
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3D Image Super-Resolution by Fluorophore Fluctuations and MA-TIRF Microscopy Reconstruction (3D-COL0RME)Stergiopoulou, Vasiliki / Calatroni, Luca / Schaub, Sebastien / Blanc-Feraud, Laure et al. | 2022
- 1
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Fast Particle Picking For Cryo-Electron Tomography Using One-Stage DetectionWu, Shiyu / Liu, Guole / Yang, Ge et al. | 2022
- 1
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Learning with Less Labels in Digital Pathology Via Scribble Supervision from Natural ImagesWern The, Eu / Taylor, Graham W. et al. | 2022
- 1
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Riemannian Metric Learning for Progression Modeling of Longitudinal DatasetsSauty, Benoit / Durrleman, Stanley et al. | 2022
- 1
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Global-Local Attention Network for Weakly Supervised Cervical Cytology ROI AnalysisShi, Jun / Wu, Kun / Zheng, Yushan / He, Yuxin / Li, Jun / Jiang, Zhiguo / Yu, Lanlan et al. | 2022
- 1
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Longitudinal Whole-Brain Functional Network Change Patterns Over A Two-Year Period In The ABCD DataSaha, Rekha / Saha, Debbrata K. / Abdur Rahaman, Md / Fu, Zening / Calhoun, Vince D. et al. | 2022
- 1
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Class-Based Attention Mechanism for Chest Radiograph Multi-Label CategorizationSriker, David / Greenspan, Hayit / Goldberger, Jacob et al. | 2022
- 1
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Reproducibility and Evolution of Diffusion Mri Measurements Within the Cervical Spinal Cord in Multiple SclerosisSnoussi, Haykel / Combes, Benoit / Commowick, Olivier / Bannier, Elise / Kerbrat, Anne / Cohen-Adad, Julien / Barillot, Christian / Caruyer, Emmanuel et al. | 2022
- 1
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Improved Histology Image Classification under Label Noise Via Feature Aggregating Memory BanksKurian, Nikhil Cherian / Varsha, S / Bajpai, Akshay / Patel, Sunil / Sethi, Amit et al. | 2022
- 1
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Model and Predict Age and Sex in Healthy Subjects Using Brain White Matter Features: A Deep Learning ApproachHe, Hao / Zhang, Fan / Pieper, Steve / Makris, Nikos / Rathi, Yogesh / Wells, William / O'Donnell, Lauren J. et al. | 2022
- 1
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Incremental Learning for a Flexible CAD System DesignAkundi, Prathyusha / Sivaswamy, Jayanthi et al. | 2022
- 1
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MED-TEX: Transfer and Explain Knowledge with Less Data from Pretrained Medical Imaging ModelsNguyen-Duc, Thanh / Zhao, He / Cai, Jianfei / Phung, Dinh et al. | 2022
- 1
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Fedsld: Federated Learning with Shared Label Distribution for Medical Image ClassificationLuo, Jun / Wu, Shandong et al. | 2022
- 1
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A Novel Method to Preserve Scale-Free Property for the Inference of Dynamic Effective Connectivity Networks From fMRIZhang, Li / Huang, Gan / Liang, Zhen / Li, Linling / Zhang, Zhiguo et al. | 2022
- 1
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Universal Generative Modeling for Calibration-Free Parallel Mr ImagingZhu, Wanqing / Guan, Bing / Wang, Shanshan / Zhang, Minghui / Liu, Qiegen et al. | 2022
- 1
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Robust and Uncertainty-Aware VAE (RU-VAE) for One-Class ClassificationSharma, Renuka / Awate, Suyash P. et al. | 2022
- 1
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Manifold Learning in Detecting the Transitions of Dynamic Functional Connectivities Boosts Brain State-Specific RecognitionDan, Tingting / Huang, Zhuobin / Cai, Hongmin / Wu, Guorong et al. | 2022
- 1
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Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal ResearchZhu, Jiayi / Bolsterlee, Bart / Chow, Brian V. Y. / Song, Yang / Meijering, Erik et al. | 2022
- 1
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MRI Field Strength Predicts Alzheimer’s Disease: a Case Example of Bias in the ADNI Data SetThibeau-Sutre, Elina / Couvy-Duchesne, Baptiste / Dormont, Didier / Colliot, Olivier / Burgos, Ninon et al. | 2022
- 1
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Navier-Stokes-Based Regularization for 4d Flow MRI Super-ResolutionLevilly, Sebastien / Moussaoui, Said / Serfaty, Jean-Michel et al. | 2022
- 1
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Multi-Scale Context-Guided Lumbar Spine Disease Identification with Coarse-to-Fine Localization and ClassificationChen, Zifan / Zhao, Jie / Yu, Hao / Zhang, Yue / Zhang, Li et al. | 2022
- 1
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LADEN: Lesion-Aware Adversarial Deep Network for Grading of Macular Diseases Using Color Fundus ImagesKamble, Ravi / Srivastava, Aman / Singhal, Nitin et al. | 2022
- 1
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An Improved Deep Learning Framework for MR-to-CT Image Synthesis with a New Hybrid Objective FunctionAng, Sui Paul / Lam Phung, Son / Field, Matthew / Schira, Mark Matthias et al. | 2022
- 1
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Contrasting Axial T2W MRI for Prostate Cancer Triage: A Self-Supervised Learning ApproachFernandez-Quilez, Alvaro / Eftestol, Trygve / Kjosavik, Svein Reidar / Goodwin, Morten / Oppedal, Ketil et al. | 2022
- 1
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Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled DatasetsWu, Hao / Pang, Shuchao / Sowmya, Arcot et al. | 2022
- 1
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Improving Automated Lung Segmentation in Ct Images by Adding Anomalies Adjacent to the PleuraSousa, Azael M. / Da Silva, Ilan F. / Lapa, Noemi M. / Zerbini, Rachel / Reis, Fabiano / Comba, Joao L. D. / Falcao, Alexandre X. et al. | 2022
- 1
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An Exceedingly Simple Consistency Regularization Method For Semi-Supervised Medical Image SegmentationBasak, Hritam / Bhattacharya, Rajarshi / Hussain, Rukhshanda / Chatterjee, Agniv et al. | 2022
- 1
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Brain Source Localization by Alternating ProjectionAdler, Amir / Wax, Mati / Pantazis, Dimitrios et al. | 2022
- 1
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Scribble-Supervised Cell Segmentation Using Multiscale Contrastive RegularizationOh, Hyun-Jic / Lee, Kanggeun / Jeong, Won-Ki et al. | 2022
- 1
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Spherical Transformer for Quality Assessment of Pediatric Cortical SurfacesCheng, Jiale / Zhang, Xin / Zhao, Fenqiang / Wu, Zhengwang / Wang, Ya / Huang, Ying / Lin, Weili / Wang, Li / Li, Gang et al. | 2022
- 1
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Perfusion Imaging in Deep Prostate Cancer Detection from MP-MRI: Can We Take Advantage of it?Duran, Audrey / Dussert, Gaspard / Lartizien, Carole et al. | 2022
- 1
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Siamese-Gap Network for Early Detection of Knee OsteoarthritisWang, Zhe / Chetouani, Aladine / Hans, Didier / Lespessailles, Eric / Jennane, Rachid et al. | 2022
- 1
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Demonstrating the Risk of Imbalanced Datasets in Chest X-Ray Image-Based Diagnostics by Prototypical Relevance PropagationGautam, Srishti / Hohne, Marina M.-C. / Hansen, Stine / Jenssen, Robert / Kampffmeyer, Michael et al. | 2022
- 1
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Ca-Mt: A Self-Ensembling Model for Semi-Supervised Cardiac Segmentation with Elliptical Descriptor Based Contour-AwareXu, An / Wang, Shaoyu / Ye, Shaoping / Fan, Jingyi / Shi, Xiujin / Xia, Xiaoling et al. | 2022
- 1
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AMD Classification Based on Adversarial Domain Adaptation with Center LossYang, Shengzhu / Zhang, Xi / Zhao, He / Li, Huiqi / Liu, Hanruo / Wang, Ningli et al. | 2022
- 1
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Quantifying Newly Appearing Replication FOCI in Cell Nuclei Based on 3d Non-Rigid RegistrationGao, Qi / Chagin, Vadim O. / Cristina Cardoso, M. / Rohr, Karl et al. | 2022
- 1
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Peripapillary Atrophy Segmentation Based on ASM LossLi, Mengxuan / Zhao, He / Xu, Jie / Li, Huiqi et al. | 2022
- 1
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Deep Fusion of Ultrasound Videos for Furosemide ClassificationWshah, Safwan / Xu, Beilei / Bates, Jason / Morrissette, Katelin et al. | 2022
- 1
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Hybrid Learning of Non-Cartesian K-Space Trajectory and Mr Image Reconstruction NetworksG R, Chaithya / Ramzi, Zaccharie / Ciuciu, Philippe et al. | 2022
- 1
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Theia: Bleed-Through Estimation with Interaction Terms and Convolutional KernelsIshaq, Najib / Hotaling, Nathan / Schaub, Nicholas et al. | 2022
- 1
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Generation of 12-Lead Electrocardiogram with Subject-Specific, Image-Derived Characteristics Using a Conditional Variational AutoencoderSang, Yuling / Beetz, Marcel / Grau, Vicente et al. | 2022
- 1
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In Defense of Kalman Filtering for Polyp Tracking from Colonoscopy VideosButler, David / Zhang, Yuan / Chen, Tim / Shin, Seon Ho / Singh, Rajvinder / Carneiro, Gustavo et al. | 2022
- 1
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Additive Angular Margin Loss and Model Scaling Network for Optimised Colitis ScoringXu, Ziang / Ali, Sharib / East, James / Rittscher, Jens et al. | 2022
- 1
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LA-Net: Lung Adenocarcinoma Classification with Assistants from Lung Nodule Classification and Positional InformationMeng, Mancheng / Liu, Mianxin / Zhang, Xianjie / Liu, Yuxuan / Cai, Xiran / Gao, Yaozong / Zhou, Xiang / Shen, Dinggang et al. | 2022
- 1
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Microwave Breast Imaging Via Deep LearningAmbrosanio, M. / Autorino, M. M. / Franceschini, S. / Baselice, F. / Pascazio, V. et al. | 2022
- 1
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Semantic-Aware Temporal Channel-Wise Attention for Cardiac Function AssessmentChen, Guanqi / Li, Guanbin et al. | 2022
- 1
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Pneumonia Detection With Semantic Similarity ScoresGholamipoor, Rahil / Rafiee, Nima / Kollmann, Markus et al. | 2022
- 1
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Spatial Position Estimation Method for 3D Ultrasound Reconstruction Based on Hybrid TransfomersNing, Guochen / Liang, Hanying / Zhou, Lei / Zhang, Xinran / Liao, Hongen et al. | 2022
- 1
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MAG: A Simple Learning-Based Patient-Level Aggregation Method for Detecting Microsatellite Instability from Whole-Slide ImagesPang, Kaifeng / Asad, Zuhayr / Zhao, Shilin / Huo, Yuankai et al. | 2022
- 1
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Mask-Free Radiotherapy Dose Prediction via Multi-Task LearningJiao, Zhengyang / Peng, Xingchen / Xiao, Jianghong / Wu, Xi / Zhou, Jiliu / Wang, Yan et al. | 2022
- 1
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Anomaly Detection via Context and Local Feature MatchingKascenas, Antanas / Young, Rory / Jensen, Bjorn Sand / Pugeault, Nicolas / O'Neil, Alison Q. et al. | 2022
- 1
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Attention-Based Noise Prior Network for Magnetic Resonance Image DenoisingAetesam, Hazique / Maji, Suman Kumar et al. | 2022
- 1
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Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep LearningXue, Tengfei / Zhang, Fan / Zhang, Chaoyi / Chen, Yuqian / Song, Yang / Makris, Nikos / Rathi, Yogesh / Cai, Weidong / O'Donnell, Lauren J. et al. | 2022
- 1
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View-Disentangled Transformer for Brain Lesion DetectionLi, Haofeng / Huang, Junjia / Li, Guanbin / Liu, Zhou / Zhong, Yihong / Chen, Yingying / Wang, Yunfei / Wan, Xiang et al. | 2022
- 1
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EG-Trans3DUNet: A Single-Staged Transformer-Based Model for Accurate Vertebrae Segmentation from Spinal Ct ImagesYou, Xin / Gu, Yun / Liu, Yingying / Lu, Steve / Tang, Xin / Yang, Jie et al. | 2022
- 1
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A Riemannian Framework for Functional Clustering of Whole Brain White Matter FibersZhao, Yi / Su, Jingyong / Yang, Zhipeng / Ding, Zhaohua et al. | 2022
- 1
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A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded NetworkBelloso, Alvaro / Zhang, Xirang / Yang, Yongyi / Wernick, Miles N. / Hendrik Pretorius, P. / King, Michael A. et al. | 2022
- 1
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Decouple-Couple Network for Drug-Resistant EGFR Mutation Subtype Prediction with Lung Cancer CT ImagesZhu, Yongbei / Wang, Liusu / Yu, He / Liu, Meili / Zhang, Mingyu / Li, Weimin / Wang, Shuo / Tian, Jie et al. | 2022
- 1
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Purecomb: Poisson Unbiased Risk Estimator Based Ensemble of Self-Supervised Deep Denoisers For Clinical Bone Scan ImageKim, Hanvit / Yie, Si Young / Young Chun, Se / Lee, Jae Sung et al. | 2022
- 1
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BIDMIR: Bi-Directional Medical Image Registration with Symmetric Attention and Cyclic Consistency RegularizationGao, Xiaoru / Tao, Rong / Zheng, Guoyan et al. | 2022
- 1
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Improving Human Sperm Head Morphology Classification With Unsupervised Anatomical Feature DistillationZhang, Yejia / Zhang, Jingjing / Zha, Xiaomin / Zhou, Yiru / Cao, Yunxia / Chen, Danny et al. | 2022
- 1
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Multi-Modal Unsupervised Brain Image Registration Using Edge MapsSideri-Lampretsa, Vasiliki / Kaissis, Georgios / Rueckert, Daniel et al. | 2022
- 1
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Attention-Based Deep Multiple Instance Learning with Adaptive Instance SamplingTarkhan, Aliasghar / Nguyen, Trung Kien / Simon, Noah / Bengtsson, Thomas / Ocampo, Paolo / Dai, Jian et al. | 2022
- 1
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Two-Stage Topological Refinement Network for Retinal Artery/Vein ClassificationLuo, Shichen / Heng, Zhan / Pagnucco, Maurice / Song, Yang et al. | 2022
- 1
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Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency LearningPeng, Linkai / Lin, Li / Cheng, Pujin / Huang, Ziqi / Tang, Xiaoying et al. | 2022
- 1
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Coupling Deep Deformable Registration with Contextual Refinement for Semi-Supervised Medical Image SegmentationLi, Ziyang / Li, Zi / Liu, Risheng / Luo, Zhongxuan / Fan, Xin et al. | 2022
- 1
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Reconstruction of Standard-Dose Pet From Low-Dose Pet Via Dual-Frequency Supervision and Global Aggregation ModuleJiang, Caiwen / Pan, Yongsheng / Cui, Zhiming / Shen, Dinggang et al. | 2022
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[Front matter]| 2022
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Author Index| 2022
- c1
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[Front cover]| 2022
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[Copyright notice]| 2022
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Table of Contents| 2022