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The impact of transfer learning on 3D deep learning convolutional neural network segmentation of the hippocampus in mild cognitive impairment and Alzheimer disease subjects
Balboni, Erica, Nocetti, Luca, Carbone, Chiara, Dinsdale, Nicola, Genovese, Maurilio, Guidi, Gabriele, Malagoli, Marcella, Chiari, Annalisa, Namburete, Ana I. L., Jenkinson, Mark, Zamboni, Giovanna
Published in Human brain mapping (01.08.2022)
Published in Human brain mapping (01.08.2022)
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Use of chaos concept in medical image segmentation
Dakua, Sarada Prasad
Published in Computer methods in biomechanics and biomedical engineering. (01.03.2013)
Published in Computer methods in biomechanics and biomedical engineering. (01.03.2013)
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Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation
Chen, Chen, Hammernik, Kerstin, Ouyang, Cheng, Qin, Chen, Bai, Wenjia, Rueckert, Daniel
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
Published in Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 (2021)
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CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre, Gezer, N. Sinem, Barış, Mustafa, Aslan, Sinem, Conze, Pierre-Henri, Groza, Vladimir, Pham, Duc Duy, Chatterjee, Soumick, Ernst, Philipp, Özkan, Savaş, Baydar, Bora, Lachinov, Dmitry, Han, Shuo, Pauli, Josef, Isensee, Fabian, Perkonigg, Matthias, Sathish, Rachana, Rajan, Ronnie, Sheet, Debdoot, Dovletov, Gurbandurdy, Speck, Oliver, Nürnberger, Andreas, Maier-Hein, Klaus H., Bozdağı Akar, Gözde, Ünal, Gözde, Dicle, Oğuz, Selver, M. Alper
Published in Medical image analysis (01.04.2021)
Published in Medical image analysis (01.04.2021)
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Robustifying Deep Networks for Medical Image Segmentation
Liu, Zheng, Zhang, Jinnian, Jog, Varun, Loh, Po-Ling, McMillan, Alan B.
Published in Journal of digital imaging (01.10.2021)
Published in Journal of digital imaging (01.10.2021)
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Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study
Baur, Christoph, Denner, Stefan, Wiestler, Benedikt, Navab, Nassir, Albarqouni, Shadi
Published in Medical image analysis (01.04.2021)
Published in Medical image analysis (01.04.2021)
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Choroid segmentation from Optical Coherence Tomography with graph-edge weights learned from deep convolutional neural networks
Sui, Xiaodan, Zheng, Yuanjie, Wei, Benzheng, Bi, Hongsheng, Wu, Jianfeng, Pan, Xuemei, Yin, Yilong, Zhang, Shaoting
Published in Neurocomputing (Amsterdam) (10.05.2017)
Published in Neurocomputing (Amsterdam) (10.05.2017)
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Cross-Modal Progressive Comprehension for Referring Segmentation
Liu, Si, Hui, Tianrui, Huang, Shaofei, Wei, Yunchao, Li, Bo, Li, Guanbin
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2022)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2022)
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Subject‐Level Segmentation Precision Weights for Volumetric Studies Involving Label Fusion
Chen, Christina, Das, Sandhitsu R., Tisdall, M. Dylan, Hu, Fengling, Chen, Andrew A., Yushkevich, Paul A., Wolk, David A., Shinohara, Russell T.
Published in Human brain mapping (15.12.2024)
Published in Human brain mapping (15.12.2024)
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Elastic body spline based image segmentation
Meena, Sachin, Surya Prasath, V. B., Palaniappan, Kannappan, Seetharaman, Guna
Published in Proceedings - International Conference on Image Processing (01.10.2014)
Published in Proceedings - International Conference on Image Processing (01.10.2014)
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Renal and renal sinus fat volumes as quantified by magnetic resonance imaging in subjects with prediabetes, diabetes, and normal glucose tolerance
Notohamiprodjo, Mike, Goepfert, Martin, Will, Susanne, Lorbeer, Roberto, Schick, Fritz, Rathmann, Wolfgang, Martirosian, Petros, Peters, Annette, Müller-Peltzer, Katharina, Helck, Andreas, Rospleszcz, Susanne, Bamberg, Fabian
Published in PloS one (19.02.2020)
Published in PloS one (19.02.2020)
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Evaluation of the particle breakage of calcareous sand based on the detailed probability of grain survival: An application of repeated low-energy impacts
Peng, Yu, Ding, Xuanming, Zhang, Yu, Wang, Chenglong, Wang, Chunyan
Published in Soil dynamics and earthquake engineering (1984) (01.02.2021)
Published in Soil dynamics and earthquake engineering (1984) (01.02.2021)
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Current Evidence Base of FDG-PET/CT Imaging in the Clinical Management of Malignant Pleural Mesothelioma: Emerging Significance of Image Segmentation and Global Disease Assessment
Basu, Sandip, Saboury, Babak, Torigian, Drew A., Alavi, Abass
Published in Molecular imaging and biology (01.10.2011)
Published in Molecular imaging and biology (01.10.2011)
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Comparison of metrics for the evaluation of medical segmentations using prostate MRI dataset
Nai, Ying-Hwey, Teo, Bernice W., Tan, Nadya L., O'Doherty, Sophie, Stephenson, Mary C., Thian, Yee Liang, Chiong, Edmund, Reilhac, Anthonin
Published in Computers in biology and medicine (01.07.2021)
Published in Computers in biology and medicine (01.07.2021)
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Quantitative CMR population imaging on 20,000 subjects of the UK Biobank imaging study: LV/RV quantification pipeline and its evaluation
Attar, Rahman, Pereañez, Marco, Gooya, Ali, Albà, Xènia, Zhang, Le, de Vila, Milton Hoz, Lee, Aaron M., Aung, Nay, Lukaschuk, Elena, Sanghvi, Mihir M., Fung, Kenneth, Paiva, Jose Miguel, Piechnik, Stefan K., Neubauer, Stefan, Petersen, Steffen E., Frangi, Alejandro F.
Published in Medical image analysis (01.08.2019)
Published in Medical image analysis (01.08.2019)
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Automatic Tumor Segmentation with Deep Convolutional Neural Networks for Radiotherapy Applications
Wang, Yan, Zu, Chen, Hu, Guangliang, Luo, Yong, Ma, Zongqing, He, Kun, Wu, Xi, Zhou, Jiliu
Published in Neural processing letters (01.12.2018)
Published in Neural processing letters (01.12.2018)
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