Zobrazeno 1 - 10
of 85
pro vyhledávání: '"Belochitski, A."'
The ability of Machine-Learning (ML) based model components to generalize to the previously unseen inputs, and the resulting stability of the models that use these components, has been receiving a lot of recent attention, especially when it comes to
Externí odkaz:
http://arxiv.org/abs/2103.07024
There has been a lot of recent interest in developing hybrid models that couple deterministic numerical model components to statistical model components derived using machine learning techniques. One approach that we follow in this pilot study is to
Externí odkaz:
http://arxiv.org/abs/2103.07028
Autor:
Ao Wang, Elchanan Quint, Ivan Kukeev, Ravit Agassi, Olga Belochitski, Gay Barski, Julie Vaynshtein
Publikováno v:
International Journal of Breast Cancer, Vol 2024 (2024)
Conclusion: Our findings suggest that IORT in selected low-risk patients can achieve an excellent prognosis with low rates of recurrence and metastasis.
Externí odkaz:
https://doaj.org/article/98c8d7018f934bc283cbff3e0c9b8925
In the overview, a generic mathematical object (mapping) is introduced, and its relation to model physics parameterization is explained. Machine learning (ML) tools that can be used to emulate and/or approximate mappings are introduced. Applications
Externí odkaz:
http://arxiv.org/abs/2002.00416
Autor:
Hadar, Maayan, Friger, Michael, Ariad, Samuel, Koretz, Michael, Delgado, Bertha, Tokar, Margarita, Bayme, Michael, Agassi, Ravit, Rosenthal, Maia, Dyomin, Victor, Belochitski, Olga, Amir, Noa, Libson, Shai, Meirovitz, Amichay, Lazarev, Irena, Abu-Ghanem, Sara, Geffen, David B.
Publikováno v:
Oncology; 2024, Vol. 102 Issue 8, p663-675, 13p
Autor:
A. Belochitski, V. Krasnopolsky
Publikováno v:
Geoscientific Model Development, Vol 14, Pp 7425-7437 (2021)
The ability of machine-learning-based (ML-based) model components to generalize to the previously unseen inputs and its impact on the stability of the models that use these components have been receiving a lot of recent attention, especially in the c
Externí odkaz:
https://doaj.org/article/9363a79944c0454c8f1bdef99bbe2edf
Autor:
Wang, Ao, Quint, Elchanan, Kukeev, Ivan, Agassi, Ravit, Belochitski, Olga, Barski, Gay, Vaynshtein, Julie, Sahgal, Pranshu
Publikováno v:
International Journal of Breast Cancer; 6/18/2024, Vol. 2024, p1-8, 8p
Publikováno v:
ORL J Otorhinolaryngol Relat Spec
Introduction: Second primary tumors (SPTs) in head and neck cancer are thought to occur from premalignant lesions that are present at the time of the primary tumor diagnosis. The association of the modality used to treat the primary lesion with SPT o
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Autor:
Lisi M. Dredze, Michael Friger, Samuel Ariad, Michael Koretz, Bertha Delgado, Ruthy Shaco-Levy, Margarita Tokar, Michael Bayme, Ravit Agassi, Maia Rosenthal, Victor Dyomin, Olga Belochitski, Shai Libson, Tamar Mizrahi, David B. Geffen
Publikováno v:
Breast cancer research and treatment. 193(3)
We analyzed outcomes of doxorubicin-cyclophosphamide (AC) followed by weekly paclitaxel as neoadjuvant chemotherapy (NAC) for breast cancer (BC), in an everyday practice with long-term follow-up of patients.All patients (n = 200) who received the AC-