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pro vyhledávání: '"Savir, Yonatan"'
Autor:
Taub, Ronen, Savir, Yonatan
Machine learning, and representation learning in particular, has the potential to facilitate drug discovery by screening a large chemical space in silico. A successful approach for representing molecules is to treat them as a graph and utilize graph
Externí odkaz:
http://arxiv.org/abs/2310.03028
Autor:
Aknin, Eliel, Larey, Ariel, Caldwell, Julie M., Collins, Margaret H., Abonia, Juan P., Aceves, Seema S., Arva, Nicoleta C., Chehade, Mirna, Dellon, Evan S., Gonsalves, Nirmala, Gupta, Sandeep K., Leung, John, Peterson, Kathryn A., Shoda, Tetsuo, Spergel, Jonathan M., Rothenberg, Marc E., Savir, Yonatan
Eosinophilic esophagitis (EoE) is a chronic, food antigen-driven, allergic inflammatory condition of the esophagus associated with elevated esophageal eosinophils. EoE is a top cause of chronic dysphagia after GERD. Diagnosis of EoE relies on countin
Externí odkaz:
http://arxiv.org/abs/2304.07787
Symbiotic Message Passing Model for Transfer Learning between Anti-Fungal and Anti-Bacterial Domains
Machine learning, and representation learning in particular, has the potential to facilitate drug discovery by screening billions of compounds. For example, a successful approach is representing the molecules as a graph and utilizing graph neural net
Externí odkaz:
http://arxiv.org/abs/2304.07017
Autor:
Daniel, Nati, Aknin, Eliel, Larey, Ariel, Peretz, Yoni, Sela, Guy, Fisher, Yael, Savir, Yonatan
Artificial intelligence and machine learning techniques have the promise to revolutionize the field of digital pathology. However, these models demand considerable amounts of data, while the availability of unbiased training data is limited. Syntheti
Externí odkaz:
http://arxiv.org/abs/2302.06549
The integration of artificial intelligence into digital pathology has the potential to automate and improve various tasks, such as image analysis and diagnostic decision-making. Yet, the inherent variability of tissues, together with the need for ima
Externí odkaz:
http://arxiv.org/abs/2302.06513
Autor:
Larey, Ariel, Aknin, Eliel, Daniel, Nati, Osswald, Garrett A., Caldwell, Julie M., Rochman, Mark, Wasserman, Tanya, Collins, Margaret H., Arva, Nicoleta C., Yang, Guang-Yu, Rothenberg, Marc E., Savir, Yonatan
Eosinophilic esophagitis (EoE) is a chronic allergic inflammatory condition of the esophagus associated with elevated esophageal eosinophils. Second only to gastroesophageal reflux disease, EoE is one of the leading causes of chronic refractory dysph
Externí odkaz:
http://arxiv.org/abs/2205.13583
Autor:
Daniel, Nati, Larey, Ariel, Aknin, Eliel, Osswald, Garrett A., Caldwell, Julie M., Rochman, Mark, Collins, Margaret H., Yang, Guang-Yu, Arva, Nicoleta C., Capocelli, Kelley E., Rothenberg, Marc E., Savir, Yonatan
Background. Eosinophilic esophagitis (EoE) is an allergic inflammatory condition of the esophagus associated with elevated numbers of eosinophils. Disease diagnosis and monitoring requires determining the concentration of eosinophils in esophageal bi
Externí odkaz:
http://arxiv.org/abs/2103.02015
Autor:
Czyzewski, Tomer, Daniel, Nati, Rochman, Mark, Caldwell, Julie M., Osswald, Garrett A., Collins, Margaret H., Rothenberg, Marc E., Savir, Yonatan
Goal: Eosinophilic esophagitis (EoE) is an allergic inflammatory condition characterized by eosinophil accumulation in the esophageal mucosa. EoE diagnosis includes a manual assessment of eosinophil levels in mucosal biopsies - a time-consuming, labo
Externí odkaz:
http://arxiv.org/abs/2101.04989
Akademický článek
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Autor:
Savir, Yonatan, Tlusty, Tsvi
Publikováno v:
Molecular Cell 40(3) 388-396 (2010)
Homologous recombination facilitates the exchange of genetic material between homologous DNA molecules. This crucial process requires detecting a specific homologous DNA sequence within a huge variety of heterologous sequences. The detection is media
Externí odkaz:
http://arxiv.org/abs/1011.4382