Zobrazeno 1 - 10
of 322
pro vyhledávání: '"Roland, Joseph T."'
Autor:
Remedios, Lucas W., Bao, Shunxing, Remedios, Samuel W., Lee, Ho Hin, Cai, Leon Y., Li, Thomas, Deng, Ruining, Newlin, Nancy R., Saunders, Adam M., Cui, Can, Li, Jia, Liu, Qi, Lau, Ken S., Roland, Joseph T., Washington, Mary K, Coburn, Lori A., Wilson, Keith T., Huo, Yuankai, Landman, Bennett A.
Understanding the way cells communicate, co-locate, and interrelate is essential to furthering our understanding of how the body functions. H&E is widely available, however, cell subtyping often requires expert knowledge and the use of specialized st
Externí odkaz:
http://arxiv.org/abs/2407.06116
Autor:
Remedios, Lucas W., Bao, Shunxing, Remedios, Samuel W., Lee, Ho Hin, Cai, Leon Y., Li, Thomas, Deng, Ruining, Cui, Can, Li, Jia, Liu, Qi, Lau, Ken S., Roland, Joseph T., Washington, Mary K., Coburn, Lori A., Wilson, Keith T., Huo, Yuankai, Landman, Bennett A.
Understanding the way cells communicate, co-locate, and interrelate is essential to understanding human physiology. Hematoxylin and eosin (H&E) staining is ubiquitously available both for clinical studies and research. The Colon Nucleus Identificatio
Externí odkaz:
http://arxiv.org/abs/2401.05602
Autor:
Bao, Shunxing, Zhu, Sichen, Kolachala, Vasantha L, Remedios, Lucas W., Hwang, Yeonjoo, Sun, Yutong, Deng, Ruining, Cui, Can, Li, Yike, Li, Jia, Roland, Joseph T., Liu, Qi, Lau, Ken S., Kugathasan, Subra, Qiu, Peng, Wilson, Keith T., Coburn, Lori A., Landman, Bennett A., Huo, Yuankai
Crohn's disease (CD) is a chronic and relapsing inflammatory condition that affects segments of the gastrointestinal tract. CD activity is determined by histological findings, particularly the density of neutrophils observed on Hematoxylin and Eosin
Externí odkaz:
http://arxiv.org/abs/2308.10166
Autor:
Cui, Can, Wang, Yaohong, Bao, Shunxing, Tang, Yucheng, Deng, Ruining, Remedios, Lucas W., Asad, Zuhayr, Roland, Joseph T., Lau, Ken S., Liu, Qi, Coburn, Lori A., Wilson, Keith T., Landman, Bennett A., Huo, Yuankai
Many anomaly detection approaches, especially deep learning methods, have been recently developed to identify abnormal image morphology by only employing normal images during training. Unfortunately, many prior anomaly detection methods were optimize
Externí odkaz:
http://arxiv.org/abs/2307.00750
Autor:
Deng, Ruining, Cui, Can, Remedios, Lucas W., Bao, Shunxing, Womick, R. Michael, Chiron, Sophie, Li, Jia, Roland, Joseph T., Lau, Ken S., Liu, Qi, Wilson, Keith T., Wang, Yaohong, Coburn, Lori A., Landman, Bennett A., Huo, Yuankai
Analyzing high resolution whole slide images (WSIs) with regard to information across multiple scales poses a significant challenge in digital pathology. Multi-instance learning (MIL) is a common solution for working with high resolution images by cl
Externí odkaz:
http://arxiv.org/abs/2304.00216
Autor:
Deng, Ruining, Cui, Can, Remedios, Lucas W., Bao, Shunxing, Womick, R. Michael, Chiron, Sophie, Li, Jia, Roland, Joseph T., Lau, Ken S., Liu, Qi, Wilson, Keith T., Wang, Yaohong, Coburn, Lori A., Landman, Bennett A., Huo, Yuankai
Multi-instance learning (MIL) is widely used in the computer-aided interpretation of pathological Whole Slide Images (WSIs) to solve the lack of pixel-wise or patch-wise annotations. Often, this approach directly applies "natural image driven" MIL al
Externí odkaz:
http://arxiv.org/abs/2208.07322
Autor:
Xiong, Jiangmei, McKinley, Eliot, Roland, Joseph T., Coffey, Robert, Shrubsole, Martha J., Lau, Ken S., Vandekar, Simon
Mixture models are useful in a wide array of applications to identify subpopulations in noisy overlapping distributions. For example, in multiplexed immunofluorescence (mIF), cell image intensities represent expression levels and the cell populations
Externí odkaz:
http://arxiv.org/abs/2110.13074
Autor:
Nguyen, Ethan H., Yang, Haichun, Deng, Ruining, Lu, Yuzhe, Zhu, Zheyu, Roland, Joseph T., Lu, Le, Landman, Bennett A., Fogo, Agnes B., Huo, Yuankai
Publikováno v:
in IEEE Transactions on Medical Imaging, vol. 41, no. 3, pp. 746-754, March 2022
Box representation has been extensively used for object detection in computer vision. Such representation is efficacious but not necessarily optimized for biomedical objects (e.g., glomeruli), which play an essential role in renal pathology. In this
Externí odkaz:
http://arxiv.org/abs/2110.12093
Autor:
Bao, Shunxing, Tang, Yucheng, Lee, Ho Hin, Gao, Riqiang, Chiron, Sophie, Lyu, Ilwoo, Coburn, Lori A., Wilson, Keith T., Roland, Joseph T., Landman, Bennett A., Huo, Yuankai
Multiplex immunofluorescence (MxIF) is an emerging imaging technique that produces the high sensitivity and specificity of single-cell mapping. With a tenet of 'seeing is believing', MxIF enables iterative staining and imaging extensive antibodies, w
Externí odkaz:
http://arxiv.org/abs/2109.09004
Autor:
Schapiro, Denis, Yapp, Clarence, Sokolov, Artem, Reynolds, Sheila M., Chen, Yu-An, Sudar, Damir, Xie, Yubin, Muhlich, Jeremy L., Arias-Camison, Raquel, Arena, Sarah, Taylor, Adam J., Nikolov, Milen, Tyler, Madison, Lin, Jia-Ren, Burlingame, Erik A., Network, Human Tumor Atlas, Chang, Young H., Farhi, Samouil L, Thorsson, Vésteinn, Venkatamohan, Nithya, Drewes, Julia L., Pe'er, Dana, Gutman, David A., Herrmann, Markus D., Gehlenborg, Nils, Bankhead, Peter, Roland, Joseph T., Herndon, John M., Snyder, Michael P., Angelo, Michael, Nolan, Garry, Swedlow, Jason R., Schultz, Nikolaus, Merrick, Daniel T., Mazzilli, Sarah A., Cerami, Ethan, Rodig, Scott J., Santagata, Sandro, Sorger, Peter K.
The imminent release of tissue atlases combining multi-channel microscopy with single cell sequencing and other omics data from normal and diseased specimens creates an urgent need for data and metadata standards that guide data deposition, curation
Externí odkaz:
http://arxiv.org/abs/2108.09499