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Showing 1 to 12 of 17 entries
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Generalization and capacity of extensively large two-layered perceptrons.

Physical review. E, Statistical, nonlinear, and soft matter physics

Rosen-Zvi M, Engel A, Kanter I.
PMID: 12366215
Phys Rev E Stat Nonlin Soft Matter Phys. 2002 Sep;66(3):036138. doi: 10.1103/PhysRevE.66.036138. Epub 2002 Sep 27.

The generalization ability and storage capacity of a treelike two-layered neural network with a number of hidden units scaling as the input dimension is examined. The mapping from the input to the hidden layer is via Boolean functions; the...

Post-transplantation erythrocytosis in kidney transplant recipients-A retrospective cohort study.

European journal of haematology

Hofstetter L, Rozen-Zvi B, Schechter A, Raanani P, Itzhaki O, Rahamimov R, Gafter-Gvili A.
PMID: 34370889
Eur J Haematol. 2021 Dec;107(6):595-601. doi: 10.1111/ejh.13696. Epub 2021 Aug 31.

OBJECTIVES: To characterize risk factors for the development of post-transplant erythrocytosis (PTE), and its long-term effect on mortality, graft failure, and thrombosis.METHODS: Retrospective study including all kidney transplant recipients in Rabin Medical Center (RMC) during the years 2005-2014. The...

Mutual learning in a tree parity machine and its application to cryptography.

Physical review. E, Statistical, nonlinear, and soft matter physics

Rosen-Zvi M, Klein E, Kanter I, Kinzel W.
PMID: 12513375
Phys Rev E Stat Nonlin Soft Matter Phys. 2002 Dec;66(6):066135. doi: 10.1103/PhysRevE.66.066135. Epub 2002 Dec 30.

Mutual learning of a pair of tree parity machines with continuous and discrete weight vectors is studied analytically. The analysis is based on a mapping procedure that maps the mutual learning in tree parity machines onto mutual learning in...

Emulated Clinical Trials from Longitudinal Real-World Data Efficiently Identify Candidates for Neurological Disease Modification: Examples from Parkinson's Disease.

Frontiers in pharmacology

Laifenfeld D, Yanover C, Ozery-Flato M, Shaham O, Rosen-Zvi M, Lev N, Goldschmidt Y, Grossman I.
PMID: 33967767
Front Pharmacol. 2021 Apr 22;12:631584. doi: 10.3389/fphar.2021.631584. eCollection 2021.

Real-world healthcare data hold the potential to identify therapeutic solutions for progressive diseases by efficiently pinpointing safe and efficacious repurposing drug candidates. This approach circumvents key early clinical development challenges, particularly relevant for neurological diseases, concordant with the vision...

Artificial Intelligence for Reducing Workload in Breast Cancer Screening with Digital Breast Tomosynthesis.

Radiology

Shoshan Y, Bakalo R, Gilboa-Solomon F, Ratner V, Barkan E, Ozery-Flato M, Amit M, Khapun D, Ambinder EB, Oluyemi ET, Panigrahi B, DiCarlo PA, Rosen-Zvi M, Mullen LA.
PMID: 35040677
Radiology. 2022 Jan 18;211105. doi: 10.1148/radiol.211105. Epub 2022 Jan 18.

Background Digital breast tomosynthesis (DBT) has higher diagnostic accuracy than digital mammography, but interpretation time is substantially longer. Artificial intelligence (AI) could improve reading efficiency. Purpose To evaluate the use of AI to reduce workload by filtering out normal...

Short versus prolonged antibiotic treatment for complicated urinary tract infection after kidney transplantation.

Transplant international : official journal of the European Society for Organ Transplantation

Avni-Nachman S, Yahav D, Nesher E, Rozen-Zvi B, Rahamimov R, Mor E, Ben-Zvi H, Milo Y, Atamna A, Green H.
PMID: 34668610
Transpl Int. 2021 Dec;34(12):2686-2695. doi: 10.1111/tri.14144. Epub 2021 Nov 09.

There is no consensus regarding the optimal duration of antibiotic therapy for urinary tract infection (UTI) following kidney transplantation (KT). We performed a retrospective study comparing short (6-10 days) versus prolonged (11-21 days) antibiotic therapy for complicated UTI among...

Short versus prolonged antibiotic treatment for complicated urinary tract infection after kidney transplantation.

Transplant international : official journal of the European Society for Organ Transplantation

Avni-Nachman S, Yahav D, Nesher E, Rozen-Zvi B, Rahamimov R, Mor E, Ben-Zvi H, Milo Y, Atamna A, Green H.
PMID: 34668610
Transpl Int. 2021 Dec;34(12):2686-2695. doi: 10.1111/tri.14144. Epub 2021 Nov 09.

There is no consensus regarding the optimal duration of antibiotic therapy for urinary tract infection (UTI) following kidney transplantation (KT). We performed a retrospective study comparing short (6-10 days) versus prolonged (11-21 days) antibiotic therapy for complicated UTI among...

On the role of artificial intelligence in medical imaging of COVID-19.

Patterns (New York, N.Y.)

Born J, Beymer D, Rajan D, Coy A, Mukherjee VV, Manica M, Prasanna P, Ballah D, Guindy M, Shaham D, Shah PL, Karteris E, Robertus JL, Gabrani M, Rosen-Zvi M.
PMID: 33969323
Patterns (N Y). 2021 Jun 11;2(6):100269. doi: 10.1016/j.patter.2021.100269. Epub 2021 Apr 30.

Although a plethora of research articles on AI methods on COVID-19 medical imaging are published, their clinical value remains unclear. We conducted the largest systematic review of the literature addressing the utility of AI in imaging for COVID-19 patient...

Antibody response to mRNA SARS-CoV-2 vaccine among dialysis patients - a prospectivecohort study.

Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association

Agur T, Ben-Dor N, Goldman S, Lichtenberg S, Herman-Edelstein M, Yahav D, Rozen-Zvi B, Zingerman B.
PMID: 33839785
Nephrol Dial Transplant. 2021 Apr 11; doi: 10.1093/ndt/gfab155. Epub 2021 Apr 11.

No abstract available.

Training a perceptron in a discrete weight space.

Physical review. E, Statistical, nonlinear, and soft matter physics

Rosen-Zvi M, Kanter I.
PMID: 11690092
Phys Rev E Stat Nonlin Soft Matter Phys. 2001 Oct;64(4):046109. doi: 10.1103/PhysRevE.64.046109. Epub 2001 Sep 20.

Learning in a perceptron having a discrete weight space, where each weight can take 2L+1 different values, is examined analytically and numerically. The learning algorithm is based on the training of the continuous perceptron and prediction following the clipped...

Correction to: Role of microRNAs in host defense against Echinococcus granulosus infection: a preliminary assessment.

Immunologic research

Mariconti M, Vola A, Manciulli T, Genco F, Lissandrin R, Meroni V, Rosenzvit M, Tamarozzi F, Brunetti E.
PMID: 30591988
Immunol Res. 2019 Feb;67(1):98. doi: 10.1007/s12026-018-9060-1.

The published article unfortunately contained mistake. After replacing the image from colored version to black and white, the Fig. 1 caption, unfortunately, was left unupdated.

Quantification of tumor heterogeneity: from data acquisition to metric generation.

Trends in biotechnology

Kashyap A, Rapsomaniki MA, Barros V, Fomitcheva-Khartchenko A, Martinelli AL, Rodriguez AF, Gabrani M, Rosen-Zvi M, Kaigala G.
PMID: 34972597
Trends Biotechnol. 2021 Dec 28; doi: 10.1016/j.tibtech.2021.11.006. Epub 2021 Dec 28.

Tumors are unique and complex ecosystems, in which heterogeneous cell subpopulations with variable molecular profiles, aggressiveness, and proliferation potential coexist and interact. Understanding how heterogeneity influences tumor progression has important clinical implications for improving diagnosis, prognosis, and treatment response...

Showing 1 to 12 of 17 entries