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pro vyhledávání: '"Reinhold, Jacob C."'
Precision medicine involves answering counterfactual questions such as "Would this patient respond better to treatment A or treatment B?" These types of questions are causal in nature and require the tools of causal inference to be answered, e.g., wi
Externí odkaz:
http://arxiv.org/abs/2103.03158
Autor:
Reinhold, Jacob C., He, Yufan, Han, Shizhong, Chen, Yunqiang, Gao, Dashan, Lee, Junghoon, Prince, Jerry L., Carass, Aaron
Medical images are often used to detect and characterize pathology and disease; however, automatically identifying and segmenting pathology in medical images is challenging because the appearance of pathology across diseases varies widely. To address
Externí odkaz:
http://arxiv.org/abs/2002.04626
Autor:
Reinhold, Jacob C., He, Yufan, Han, Shizhong, Chen, Yunqiang, Gao, Dashan, Lee, Junghoon, Prince, Jerry L., Carass, Aaron
Medical images are increasingly used as input to deep neural networks to produce quantitative values that aid researchers and clinicians. However, standard deep neural networks do not provide a reliable measure of uncertainty in those quantitative va
Externí odkaz:
http://arxiv.org/abs/2002.04639
Image synthesis learns a transformation from the intensity features of an input image to yield a different tissue contrast of the output image. This process has been shown to have application in many medical image analysis tasks including imputation,
Externí odkaz:
http://arxiv.org/abs/1812.04652
Autor:
Dewey, Blake E., Zhao, Can, Reinhold, Jacob C., Carass, Aaron, Fitzgerald, Kathryn C., Sotirchos, Elias S., Saidha, Shiv, Oh, Jiwon, Pham, Dzung L., Calabresi, Peter A., van Zijl, Peter C.M., Prince, Jerry L.
Publikováno v:
In Magnetic Resonance Imaging December 2019 64:160-170
Akademický článek
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Publikováno v:
Proceedings of SPIE; 1/12/2019, Vol. 10949, p1-9, 9p
Autor:
Angelini, Elsa D., Landman, Bennett A., Reinhold, Jacob C., Dewey, Blake E., Carass, Aaron, Prince, Jerry L.
Publikováno v:
Proceedings of SPIE; March 2019, Vol. 10949 Issue: 1 p109493H-109493H-9, 985447p
Autor:
Tohidi, Pouria, Remedios, Samuel W., Greenman, Danielle L., Shao, Muhan, Han, Shuo, Dewey, Blake E., Reinhold, Jacob C., Chou, Yi-Yu, Pham, Dzung L., Prince, Jerry L., Carass, Aaron
Publikováno v:
Proceedings of SPIE; 1/3/2022, Vol. 12036, p1203625-1203625, 1p
Autor:
Gimi, Barjor S., Krol, Andrzej, Tohidi, Pouria, Remedios, Samuel W., Greenman, Danielle L., Shao, Muhan, Han, Shuo, Dewey, Blake E., Reinhold, Jacob C., Chou, Yi-Yu, Pham, Dzung L., Prince, Jerry L., Carass, Aaron
Publikováno v:
Proceedings of SPIE; April 2022, Vol. 12036 Issue: 1 p1203625-1203625-8