Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets
Harmon, Stephanie A., Sanford, Thomas H., Xu, Sheng, Turkbey, Evrim B., Roth, Holger, Xu, Ziyue, Yang, Dong, Myronenko, Andriy, Anderson, Victoria, Amalou, Amel, Blain, Maxime, Kassin, Michael, Long, Dilara, Varble, Nicole, Walker, Stephanie M., Bagci, Ulas, Ierardi, Anna Maria, Stellato, Elvira, Plensich, Guido Giovanni, Franceschelli, Giuseppe, Girlando, Cristiano, Irmici, Giovanni, Labella, Dominic, Hammoud, Dima, Malayeri, Ashkan, Jones, Elizabeth, Summers, Ronald M., Choyke, Peter L., Xu, Daguang, Flores, Mona, Tamura, Kaku, Obinata, Hirofumi, Mori, Hitoshi, Patella, Francesca, Cariati, Maurizio, Carrafiello, Gianpaolo, An, Peng, Wood, Bradford J., Turkbey, Baris
Published in Nature communications (14.08.2020)
Published in Nature communications (14.08.2020)
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Journal Article
The future of digital health with federated learning
Rieke, Nicola, Hancox, Jonny, Li, Wenqi, Milletarì, Fausto, Roth, Holger R., Albarqouni, Shadi, Bakas, Spyridon, Galtier, Mathieu N., Landman, Bennett A., Maier-Hein, Klaus, Ourselin, Sébastien, Sheller, Micah, Summers, Ronald M., Trask, Andrew, Xu, Daguang, Baust, Maximilian, Cardoso, M. Jorge
Published in NPJ digital medicine (14.09.2020)
Published in NPJ digital medicine (14.09.2020)
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Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation
Xia, Yingda, Yang, Dong, Yu, Zhiding, Liu, Fengze, Cai, Jinzheng, Yu, Lequan, Zhu, Zhuotun, Xu, Daguang, Yuille, Alan, Roth, Holger
Published in Medical image analysis (01.10.2020)
Published in Medical image analysis (01.10.2020)
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Journal Article
Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation
Zhang, Ling, Wang, Xiaosong, Yang, Dong, Sanford, Thomas, Harmon, Stephanie, Turkbey, Baris, Wood, Bradford J., Roth, Holger, Myronenko, Andriy, Xu, Daguang, Xu, Ziyue
Published in IEEE transactions on medical imaging (01.07.2020)
Published in IEEE transactions on medical imaging (01.07.2020)
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Journal Article
Combo loss: Handling input and output imbalance in multi-organ segmentation
Taghanaki, Saeid Asgari, Zheng, Yefeng, Kevin Zhou, S., Georgescu, Bogdan, Sharma, Puneet, Xu, Daguang, Comaniciu, Dorin, Hamarneh, Ghassan
Published in Computerized medical imaging and graphics (01.07.2019)
Published in Computerized medical imaging and graphics (01.07.2019)
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Journal Article
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation
Yu, Qihang, Yang, Dong, Roth, Holger, Bai, Yutong, Zhang, Yixiao, Yuille, Alan L., Xu, Daguang
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
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Conference Proceeding
Going to Extremes: Weakly Supervised Medical Image Segmentation
Roth, Holger R., Yang, Dong, Xu, Ziyue, Wang, Xiaosong, Xu, Daguang
Published in Machine learning and knowledge extraction (01.06.2021)
Published in Machine learning and knowledge extraction (01.06.2021)
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Journal Article
Deep hiearchical multi-label classification applied to chest X-ray abnormality taxonomies
Chen, Haomin, Miao, Shun, Xu, Daguang, Hager, Gregory D., Harrison, Adam P.
Published in Medical image analysis (01.12.2020)
Published in Medical image analysis (01.12.2020)
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Journal Article
Generalized chest CT and lab curves throughout the course of COVID-19
Kassin, Michael T., Varble, Nicole, Blain, Maxime, Xu, Sheng, Turkbey, Evrim B., Harmon, Stephanie, Yang, Dong, Xu, Ziyue, Roth, Holger, Xu, Daguang, Flores, Mona, Amalou, Amel, Sun, Kaiyun, Kadri, Sameer, Patella, Francesca, Cariati, Maurizio, Scarabelli, Alice, Stellato, Elvira, Ierardi, Anna Maria, Carrafiello, Gianpaolo, An, Peng, Turkbey, Baris, Wood, Bradford J.
Published in Scientific reports (25.03.2021)
Published in Scientific reports (25.03.2021)
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Journal Article
Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge
Roth, Holger R., Xu, Ziyue, Tor-Díez, Carlos, Sanchez Jacob, Ramon, Zember, Jonathan, Molto, Jose, Li, Wenqi, Xu, Sheng, Turkbey, Baris, Turkbey, Evrim, Yang, Dong, Harouni, Ahmed, Rieke, Nicola, Hu, Shishuai, Isensee, Fabian, Tang, Claire, Yu, Qinji, Sölter, Jan, Zheng, Tong, Liauchuk, Vitali, Zhou, Ziqi, Moltz, Jan Hendrik, Oliveira, Bruno, Xia, Yong, Maier-Hein, Klaus H., Li, Qikai, Husch, Andreas, Zhang, Luyang, Kovalev, Vassili, Kang, Li, Hering, Alessa, Vilaça, João L., Flores, Mona, Xu, Daguang, Wood, Bradford, Linguraru, Marius George
Published in Medical image analysis (01.11.2022)
Published in Medical image analysis (01.11.2022)
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Journal Article
Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI
Mehralivand, Sherif, Yang, Dong, Harmon, Stephanie A., Xu, Daguang, Xu, Ziyue, Roth, Holger, Masoudi, Samira, Kesani, Deepak, Lay, Nathan, Merino, Maria J., Wood, Bradford J., Pinto, Peter A., Choyke, Peter L., Turkbey, Baris
Published in Abdominal imaging (01.04.2022)
Published in Abdominal imaging (01.04.2022)
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Journal Article
CT and clinical assessment in asymptomatic and pre-symptomatic patients with early SARS-CoV-2 in outbreak settings
Varble, Nicole, Blain, Maxime, Kassin, Michael, Xu, Sheng, Turkbey, Evrim B., Amalou, Amel, Long, Dilara, Harmon, Stephanie, Sanford, Thomas, Yang, Dong, Xu, Ziyue, Xu, Daguang, Flores, Mona, An, Peng, Carrafiello, Gianpaolo, Obinata, Hirofumi, Mori, Hitoshi, Tamura, Kaku, Malayeri, Ashkan A., Holland, Steven M., Palmore, Tara, Sun, Kaiyuan, Turkbey, Baris, Wood, Bradford J.
Published in European radiology (01.05.2021)
Published in European radiology (01.05.2021)
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Journal Article
Determination of disease severity in COVID-19 patients using deep learning in chest X-ray images
Blain, Maxime, Kassin, Michael T, Varble, Nicole, Wang, Xiaosong, Xu, Ziyue, Xu, Daguang, Carrafiello, Gianpaolo, Vespro, Valentina, Stellato, Elvira, Ierardi, Anna Maria, Meglio, Letizia Di, D Suh, Robert, A Walker, Stephanie, Xu, Sheng, H Sanford, Thomas, B Turkbey, Evrim, Harmon, Stephanie, Turkbey, Baris, J Wood, Bradford
Published in Diagnostic and interventional radiology (Ankara, Turkey) (01.01.2021)
Published in Diagnostic and interventional radiology (Ankara, Turkey) (01.01.2021)
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Journal Article
Correction to: CT and clinical assessment in asymptomatic and pre-symptomatic patients with early SARS-CoV-2 in outbreak settings
Varble, Nicole, Blain, Maxime, Kassin, Michael, Xu, Sheng, Turkbey, Evrim B., Amalou, Amel, Long, Dilara, Harmon, Stephanie, Sanford, Thomas, Yang, Dong, Xu, Ziyue, Xu, Daguang, Flores, Mona, An, Peng, Carrafiello, Gianpaolo, Obinata, Hirofumi, Mori, Hitoshi, Tamura, Kaku, Malayeri, Ashkan A., Holland, Steven M., Palmore, Tara, Sun, Kaiyuan, Turkbey, Baris, Wood, Bradford J.
Published in European radiology (01.06.2021)
Published in European radiology (01.06.2021)
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Journal Article
UNETR: Transformers for 3D Medical Image Segmentation
Hatamizadeh, Ali, Tang, Yucheng, Nath, Vishwesh, Yang, Dong, Myronenko, Andriy, Landman, Bennett, Roth, Holger R., Xu, Daguang
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
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Conference Proceeding
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
Tang, Yucheng, Yang, Dong, Li, Wenqi, Roth, Holger R., Landman, Bennett, Xu, Daguang, Nath, Vishwesh, Hatamizadeh, Ali
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Guest Editorial: Trustworthy Machine Learning for Health Informatics
Luo, Luyang, Xu, Daguang, Qin, Jing, Jin, Yueming, Chen, Hao
Published in IEEE journal of biomedical and health informatics (01.11.2024)
Published in IEEE journal of biomedical and health informatics (01.11.2024)
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Journal Article
The Medical Segmentation Decathlon
Antonelli, Michela, Reinke, Annika, Bakas, Spyridon, Farahani, Keyvan, Kopp-Schneider, Annette, Landman, Bennett A., Litjens, Geert, Menze, Bjoern, Ronneberger, Olaf, Summers, Ronald M., van Ginneken, Bram, Bilello, Michel, Bilic, Patrick, Christ, Patrick F., Do, Richard K. G., Gollub, Marc J., Heckers, Stephan H., Huisman, Henkjan, Jarnagin, William R., McHugo, Maureen K., Napel, Sandy, Pernicka, Jennifer S. Golia, Rhode, Kawal, Tobon-Gomez, Catalina, Vorontsov, Eugene, Meakin, James A., Ourselin, Sebastien, Wiesenfarth, Manuel, Arbeláez, Pablo, Bae, Byeonguk, Chen, Sihong, Daza, Laura, Feng, Jianjiang, He, Baochun, Isensee, Fabian, Ji, Yuanfeng, Jia, Fucang, Kim, Ildoo, Maier-Hein, Klaus, Merhof, Dorit, Pai, Akshay, Park, Beomhee, Perslev, Mathias, Rezaiifar, Ramin, Rippel, Oliver, Sarasua, Ignacio, Shen, Wei, Son, Jaemin, Wachinger, Christian, Wang, Liansheng, Wang, Yan, Xia, Yingda, Xu, Daguang, Xu, Zhanwei, Zheng, Yefeng, Simpson, Amber L., Maier-Hein, Lena, Cardoso, M. Jorge
Published in Nature communications (15.07.2022)
Published in Nature communications (15.07.2022)
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