Zobrazeno 1 - 10
of 941
pro vyhledávání: '"Lehman, Constance"'
Autor:
Santos, Thiago, Kamath, Harish, McAdams, Christopher R., Newell, Mary S., Mosunjac, Marina, Oprea-Ilies, Gabriela, Smith, Geoffrey, Lehman, Constance, Gichoya, Judy, Banerjee, Imon, Trivedi, Hari
Automated classification of cancer pathology reports can extract information from unstructured reports and categorize each report into structured diagnosis and severity categories. Thus, such system can reduce the burden for populating tumor registri
Externí odkaz:
http://arxiv.org/abs/2312.12442
Autor:
Wang, Gary X., Mercaldo, Sarah F., Cahill, Jennifer E., Flanagan, Jane M., Lehman, Constance D., Park, Elyse R.
Publikováno v:
In Journal of the American College of Radiology October 2024 21(10):1645-1656
Autor:
Lamb, Leslie R., Mercaldo, Sarah F., Carney, Andrew, Leyva, Alexander, D’Alessandro, Helen Anne, Lehman, Constance D.
Publikováno v:
In Journal of the American College of Radiology September 2024 21(9):1477-1488
Autor:
Wang, Shuhang, Hu, Szu-Yeu, Cheah, Eugene, Wang, Xiaohong, Wang, Jingchao, Chen, Lei, Baikpour, Masoud, Ozturk, Arinc, Li, Qian, Chou, Shinn-Huey, Lehman, Constance D., Kumar, Viksit, Samir, Anthony
This paper proposes a novel U-Net variant using stacked dilated convolutions for medical image segmentation (SDU-Net). SDU-Net adopts the architecture of vanilla U-Net with modifications in the encoder and decoder operations (an operation indicates a
Externí odkaz:
http://arxiv.org/abs/2004.03466
Autor:
Kang, John, Thompson, Reid F., Aneja, Sanjay, Lehman, Constance, Trister, Andrew, Zou, James, Obcemea, Ceferino, Naqa, Issam El
Artificial intelligence (AI) is about to touch every aspect of radiotherapy from consultation, treatment planning, quality assurance, therapy delivery, to outcomes modeling. There is an urgent need to train radiation oncologists and medical physicist
Externí odkaz:
http://arxiv.org/abs/1910.13334
Akademický článek
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Akademický článek
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Autor:
Wu, Jimmy, Peck, Diondra, Hsieh, Scott, Dialani, Vandana, Lehman, Constance D., Zhou, Bolei, Syrgkanis, Vasilis, Mackey, Lester, Patterson, Genevieve
Publikováno v:
Medical Imaging 2018: Computer-Aided Diagnosis, Proc. of SPIE Vol. 10575, 105752T
This work interprets the internal representations of deep neural networks trained for classification of diseased tissue in 2D mammograms. We propose an expert-in-the-loop interpretation method to label the behavior of internal units in convolutional
Externí odkaz:
http://arxiv.org/abs/1803.04858
Autor:
Wang, Shuhang, Singh, Vivek Kumar, Cheah, Eugene, Wang, Xiaohong, Li, Qian, Chou, Shinn-Huey, Lehman, Constance D., Kumar, Viksit, Samir, Anthony E.
Publikováno v:
In Computers in Biology and Medicine September 2022 148
Autor:
Dontchos, Brian N., Cavallo-Hom, Katherine, Lamb, Leslie R., Mercaldo, Sarah F., Eklund, Martin, Dang, Pragya, Lehman, Constance D.
Publikováno v:
In Journal of the American College of Radiology September 2022 19(9):1021-1030