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Precise diagnosis of intracranial hemorrhage and subtypes using a three-dimensional joint convolutional and recurrent neural network
Ye, Hai, Gao, Feng, Yin, Youbing, Guo, Danfeng, Zhao, Pengfei, Lu, Yi, Wang, Xin, Bai, Junjie, Cao, Kunlin, Song, Qi, Zhang, Heye, Chen, Wei, Guo, Xuejun, Xia, Jun
Published in European radiology (01.11.2019)
Published in European radiology (01.11.2019)
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Preoperative prediction for pathological grade of hepatocellular carcinoma via machine learning–based radiomics
Mao, Bing, Zhang, Lianzhong, Ning, Peigang, Ding, Feng, Wu, Fatian, Lu, Gary, Geng, Yayuan, Ma, Jingdong
Published in European radiology (01.12.2020)
Published in European radiology (01.12.2020)
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Automated quantification of COVID-19 severity and progression using chest CT images
Pu, Jiantao, Leader, Joseph K., Bandos, Andriy, Ke, Shi, Wang, Jing, Shi, Junli, Du, Pang, Guo, Youmin, Wenzel, Sally E., Fuhrman, Carl R., Wilson, David O., Sciurba, Frank C., Jin, Chenwang
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Published in European radiology (01.01.2021)
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Radiologists in the loop: the roles of radiologists in the development of AI applications
Scheek, Damian, Rezazade Mehrizi, Mohammad. H., Ranschaert, Erik
Published in European radiology (01.10.2021)
Published in European radiology (01.10.2021)
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Assessment of knee pain from MR imaging using a convolutional Siamese network
Chang, Gary H., Felson, David T., Qiu, Shangran, Guermazi, Ali, Capellini, Terence D., Kolachalama, Vijaya B.
Published in European radiology (01.06.2020)
Published in European radiology (01.06.2020)
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Multi-lesion radiomics model for discrimination of relapsing-remitting multiple sclerosis and neuropsychiatric systemic lupus erythematosus
Luo, Xiao, Piao, Sirong, Li, Haiqing, Li, Yuxin, Xia, Wei, Bao, Yifang, Liu, Xueling, Geng, Daoying, Wu, Hao, Yang, Liqin
Published in European radiology (01.08.2022)
Published in European radiology (01.08.2022)
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A novel MRI-based deep learning networks combined with attention mechanism for predicting CDKN2A/B homozygous deletion status in IDH-mutant astrocytoma
Zhang, Liqiang, Wang, Rui, Gao, Jueni, Tang, Yi, Xu, Xinyi, Kan, Yubo, Cao, Xu, Wen, Zhipeng, Liu, Zhi, Cui, Shaoguo, Li, Yongmei
Published in European radiology (01.01.2024)
Published in European radiology (01.01.2024)
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Automatic segmentation of the thalamus using a massively trained 3D convolutional neural network: higher sensitivity for the detection of reduced thalamus volume by improved inter-scanner stability
Opfer, Roland, Krüger, Julia, Spies, Lothar, Ostwaldt, Ann-Christin, Kitzler, Hagen H., Schippling, Sven, Buchert, Ralph
Published in European radiology (01.03.2023)
Published in European radiology (01.03.2023)
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Detection of liver cirrhosis in standard T2-weighted MRI using deep transfer learning
Nowak, Sebastian, Mesropyan, Narine, Faron, Anton, Block, Wolfgang, Reuter, Martin, Attenberger, Ulrike I., Luetkens, Julian A., Sprinkart, Alois M.
Published in European radiology (01.11.2021)
Published in European radiology (01.11.2021)
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Using interpretable deep learning radiomics model to diagnose and predict progression of early AD disease spectrum: a preliminary [18F]FDG PET study
Jiang, Jiehui, Li, Chenyang, Lu, Jiaying, Sun, Jie, Sun, Xiaoming, Yang, Jiacheng, Wang, Luyao, Zuo, Chuantao, Shi, Kuangyu
Published in European radiology (01.05.2025)
Published in European radiology (01.05.2025)
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SPINEPS—automatic whole spine segmentation of T2-weighted MR images using a two-phase approach to multi-class semantic and instance segmentation
Möller, Hendrik, Graf, Robert, Schmitt, Joachim, Keinert, Benjamin, Schön, Hanna, Atad, Matan, Sekuboyina, Anjany, Streckenbach, Felix, Kofler, Florian, Kroencke, Thomas, Bette, Stefanie, Willich, Stefan N., Keil, Thomas, Niendorf, Thoralf, Pischon, Tobias, Endemann, Beate, Menze, Bjoern, Rueckert, Daniel, Kirschke, Jan S.
Published in European radiology (01.03.2025)
Published in European radiology (01.03.2025)
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Deep learning to differentiate parkinsonian disorders separately using single midsagittal MR imaging: a proof of concept study
Kiryu, Shigeru, Yasaka, Koichiro, Akai, Hiroyuki, Nakata, Yasuhiro, Sugomori, Yusuke, Hara, Seigo, Seo, Maria, Abe, Osamu, Ohtomo, Kuni
Published in European radiology (01.12.2019)
Published in European radiology (01.12.2019)
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Prediction of disease severity in COPD: a deep learning approach for anomaly-based quantitative assessment of chest CT
Almeida, Silvia D., Norajitra, Tobias, Lüth, Carsten T., Wald, Tassilo, Weru, Vivienn, Nolden, Marco, Jäger, Paul F., von Stackelberg, Oyunbileg, Heußel, Claus Peter, Weinheimer, Oliver, Biederer, Jürgen, Kauczor, Hans-Ulrich, Maier-Hein, Klaus
Published in European radiology (01.07.2024)
Published in European radiology (01.07.2024)
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Impact and effect of imaging referral guidelines on patients and radiology services: a systematic review
Tay, Yi Xiang, Foley, Shane, Killeen, Ronan, Ong, Marcus E. H., Chen, Robert Chun, Chan, Lai Peng, Mak, May San, McNulty, Jonathan P.
Published in European radiology (01.01.2025)
Published in European radiology (01.01.2025)
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Diagnosing autism spectrum disorder in children using conventional MRI and apparent diffusion coefficient based deep learning algorithms
Guo, Xiang, Wang, Jiehuan, Wang, Xiaoqiang, Liu, Wenjing, Yu, Hao, Xu, Li, Li, Hengyan, Wu, Jiangfen, Dong, Mengxing, Tan, Weixiong, Chen, Weijian, Yang, Yunjun, Chen, Yueqin
Published in European radiology (01.02.2022)
Published in European radiology (01.02.2022)
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A deep learning model with data integration of ultrasound contrast-enhanced micro-flow cines, B-mode images, and clinical parameters for diagnosing significant liver fibrosis in patients with chronic hepatitis B
Liu, Zhong, Li, Wei, Zhu, Ziqi, Wen, Huiying, Li, Ming-de, Hou, Chao, Shen, Hui, Huang, Bin, Luo, Yudi, Wang, Wei, Chen, Xin
Published in European radiology (01.08.2023)
Published in European radiology (01.08.2023)
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Validation of a commercially available CAD-system for lung nodule detection and characterization using CT-scans
Paramasamy, Jasika, Mandal, Souvik, Blomjous, Maurits, Mulders, Ties, Bos, Daniel, Aerts, Joachim G. J. V., Vanapalli, Prakash, Challa, Vikash, Sathyamurthy, Saigopal, Devi, Ranjana, Jain, Ritvik, Visser, Jacob J.
Published in European radiology (01.02.2025)
Published in European radiology (01.02.2025)
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PlaqueViT: a vision transformer model for fully automatic vessel and plaque segmentation in coronary computed tomography angiography
Alvén, Jennifer, Petersen, Richard, Hagerman, David, Sandstedt, Mårten, Kitslaar, Pieter, Bergström, Göran, Fagman, Erika, Hjelmgren, Ola
Published in European radiology (01.08.2025)
Published in European radiology (01.08.2025)
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