Yaara Goldschmidt  Yaara Goldschmidt photo         

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Manager and Senior Technical Staff Member, Machine Learning for Healthcare and Life Sciences
Haifa Research Lab, Haifa, Israel
  +972dash74dash7929549

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More information:  Machine Learning for Healthcare and Life Sciences  |  Health Informatics Department  |  HRL


2018

Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-term HIV Therapy
Amit Gruber, Chen Yanover, Tal El-Hay, Anders Sonnerborg, Vanni Borghi, Francesca Incardona, Yaara Goldschmidt
International Conference on Artificial Intelligence and Statistics (AISTATS), pp. 317--326, 2018

Characterizing Subpopulations with Better Response to Treatment Using Observational Data-an Epilepsy Case Study
Ozery-Flato, Michal and El-Hay, Tal and Aharonov, Ranit and Parush-Shear-Yashuv, Naama and Goldschmidt, Yaara and Borghs, Simon and Chan, Jane and Haddad, Nassim and Pierre-Louis, Bosny and Kalilani, Linda
bioRxiv, 290585, Cold Spring Harbor Laboratory, 2018

Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis
Shimoni, Yishai and Yanover, Chen and Karavani, Ehud and Goldschmnidt, Yaara
arXiv preprint arXiv:1802.05046, 2018
Abstract


2017

Estimating the effects of second-line therapy for type 2 diabetes mellitus: retrospective cohort study
Gottlieb, Assaf and Yanover, Chen and Cahan, Amos and Goldschmidt, Yaara
BMJ Open Diabetes Research and Care 5(1), e000435, BMJ Specialist Journals, 2017
Abstract

Epidemiological Models Lacking Process Noise Can Be Overconfident.
SHPIGELMAN, Lavi and CHOREV, Michal and WAKS, Zeev and GOLDSCHMIDT, Ya’ara and MICHAEL, Edwin
Informatics for Health: Connected Citizen-Led Wellness and Population Health235, 136, IOS Press, 2017
Abstract

Estimating Effects Of Second Line Therapy For Type 2 Diabetes Mellitus: Retrospective Cohort Study
Gottlieb, Assaf and Yanover, Chen and Cahan, Amos and Goldschmidt, Yaara
bioRxiv, 130724, Cold Spring Harbor Labs Journals, 2017
Abstract

Fast and Efficient Feature Engineering for Multi-Cohort Analysis of EHR Data.
OZERY-FLATO, Michal and YANOVER, Chen and GOTTLIEB, Assaf and WEISSBROD, Omer and SHEAR-YASHUV, Naama PARUSH and GOLDSCHMIDT, Yaara
Informatics for Health: Connected Citizen-Led Wellness and Population Health235, 181, IOS Press, 2017

Integrated multisystem analysis in a mental health and criminal justice ecosystem
Falconer E, El-Hay T, Alevras D, Docherty JP, Yanover C, Kalton A, Goldschmidt Y, Rosen-Zvi M
Health & Justice 5 (1)(4), 2017


2016

Paradoxical Hypersusceptibility of Drug-resistant Mycobacteriumtuberculosis to $eta$-lactam Antibiotics
Cohen, Keira A and El-Hay, Tal and Wyres, Kelly L and Weissbrod, Omer and Munsamy, Vanisha and Yanover, Chen and Aharonov, Ranit and Shaham, Oded and Conway, Thomas C and Goldschmidt, Yaara and others
EBioMedicine9, 170--179, Elsevier, 2016
Abstract

Changing the approach to treatment choice in epilepsy using big data
Orrin Devinsky, Cynthia Dilley, Michal Ozery-Flato, Ranit Aharonov, Ya'ara Goldschmidt, Michal Rosen-Zvi, Chris Clark, Patty Fritz
http://www.epilepsybehavior.com/article/S1525-5050(15)00694-0/abstract, 2016

Driver gene classification reveals a substantial overrepresentation of tumor suppressors among very large chromatin-regulating proteins
Waks, Zeev and Weissbrod, Omer and Carmeli, Boaz and Norel, Raquel and Utro, Filippo and Goldschmidt, Yaara
Scientific Reports6, Nature Publishing Group, 2016
Abstract

Paradoxical Hypersusceptibility of Drug-resistant Mycobacteriumtuberculosis to $eta$-lactam Antibiotics
Cohen, Keira A and El-Hay, Tal and Wyres, Kelly L and Weissbrod, Omer and Munsamy, Vanisha and Yanover, Chen and Aharonov, Ranit and Shaham, Oded and Conway, Thomas C and Goldschmidt, Yaara and others
EBioMedicine9, 170--179, Elsevier, 2016
Abstract


2014

Integrated Multisystem Analysis in a Mental Health and Criminal Justice Ecosystem
Falconer, Erin and El-Hay, Tal and Alevras, Dimitris and Docherty, John and Yanover, Chen and Kalton, Alan and Goldschmidt, Yaara and Rosen-Zvi, Michal
AMIA Annual Symposium Proceedings, pp. 526, 2014
Abstract


2013

Analytics for resiliency in the mainframe
L Ein-Dor, Y Goldschmidt, O Lavi, GE Miller, M Ninio, D Dillenberger
IBM Journal of Research and Development 57(5), 8--1, IBM, 2013


2011

A standard based approach for biomedical knowledge representation
Ariel Farkash, Hani Neuvirth, Yaara Goldschmidt, Costanza Conti, Federica Rizzi, Stefano Bianchi, Erika Salvi, Daniele Cusi, Amnon Shabo
Stud. Health Technol. Inform169, 689--693, 2011

A standard based approach for biomedical knowledge representation.
Farkash, Ariel and Neuvirth, Hani and Goldschmidt, Yaara and Conti, Costanza and Rizzi, Federica and Bianchi, Stefano and Salvi, Erika and Cusi, Daniele and Shabo, Amnon
MIE, pp. 689--693, 2011
Abstract

Smarter log analysis
E Aharoni, S Fine, Y Goldschmidt, O Lavi, O Margalit, M Rosen-Zvi, L Shpigelman
IBM Journal of Research and Development 55(5), 10:1 - 10:10 , IBM, 2011


2010

Author-Topic Models for Recommendation Tasks
Ya'ara Goldschmidt, Iris Eiron, Benjamin Sznajder, Michal Rosen-Zvi
Workshop on Topic Models, ICML, 2010


2009

Enhancing Cluster Labeling Using Wikipedia
David Carmel, Haggai Roitman, Naama Zwerdling
29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 139--146, [Content Analysis, Clustering], 2009


2005

Fast multilevel clustering
Ya'ara Goldschmidt, Meirav Galun, Eitan Sharon, Ronen Basri, Achi Brandt
2005 - Citeseer, Citeseer


2003