Giovanni Parmigiani

26 papers Misc 1Journal 25
YearRankTypeTitle / Venue / Authors
2023 J jnl
Defining Replicability of Prediction Rules.
CoRR
Giovanni Parmigiani
2023 J jnl
Multi-source domain adaptation for regression.
CoRR
Yujie Wu, Giovanni Parmigiani, Boyu Ren
2022 J jnl
Multi-Study Boosting: Theoretical Considerations for Merging vs. Ensembling.
CoRR
Cathy Shyr, Pragya Sur, Giovanni Parmigiani, Prasad Patil
2021 J jnl
Cross-Cluster Weighted Forests.
CoRR
Maya Ramchandran, Rajarshi Mukherjee, Giovanni Parmigiani
2021 J jnl
Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation.
CoRR
Gabriel Loewinger, Rolando Acosta Nunez, Rahul Mazumder, Giovanni Parmigiani
2021 J jnl
Prediction of Hereditary Cancers Using Neural Networks.
CoRR
Zoe Guan, Giovanni Parmigiani, Danielle Braun, Lorenzo Trippa
2021 J jnl
Robustifying genomic classifiers to batch effects via ensemble learning.
Bioinform.
Yuqing Zhang, Prasad Patil, W. Evan Johnson, Giovanni Parmigiani
2021 J jnl
covid19census: U.S. and Italy COVID-19 metrics and other epidemiological data.
Database J. Biol. Databases Curation
Claudio Zanettini, Mohamed Omar, Wikum Dinalankara, Eddie Luidy Imada, Elizabeth Colantuoni, Giovanni Parmigiani, Luigi Marchionni
2020 J jnl
Receiver operating characteristic curves with an indeterminacy zone.
Pattern Recognit. Lett.
Giovanni Parmigiani
2020 J jnl
Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations.
CoRR
Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur
2020 Misc conf
Tree-Weighting for Multi-Study Ensemble Learners.
PSB
Maya Ramchandran, Prasad Patil, Giovanni Parmigiani
2019 J jnl
Merging versus Ensembling in Multi-Study Machine Learning: Theoretical Insight from Random Effects.
CoRR
Zoe Guan, Giovanni Parmigiani, Prasad Patil
2019 J jnl
Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes.
CoRR
Yujia Bao, Zhengyi Deng, Yan Wang, Heeyoon Kim, Victor Diego Armengol, Francisco Acevedo, Nofal Ouardaoui, Cathy Wang, Giovanni Parmigiani, Regina Barzilay, Danielle Braun, Kevin S. Hughes
2014 J jnl
Cross-study validation for the assessment of prediction algorithms.
Bioinform.
Christoph Bernau, Markus Riester, Anne-Laure Boulesteix, Giovanni Parmigiani, Curtis Huttenhower, Levi Waldron, Lorenzo Trippa
2014 J jnl
Integrative correlation: Properties and relation to canonical correlations.
J. Multivar. Anal.
Leslie Cope, Daniel Q. Naiman, Giovanni Parmigiani
2014 J jnl
Más-o-menos: a simple sign averaging method for discrimination in genomic data analysis.
Bioinform.
Sihai Dave Zhao, Giovanni Parmigiani, Curtis Huttenhower, Levi Waldron
2013 J jnl
DeMix: deconvolution for mixed cancer transcriptomes using raw measured data.
Bioinform.
Jaeil Ahn, Ying Yuan, Giovanni Parmigiani, Milind B. Suraokar, Lixia Diao, Ignacio I. Wistuba, Wenyi Wang
2013 J jnl
curatedOvarianData: clinically annotated data for the ovarian cancer transcriptome.
Database J. Biol. Databases Curation
Benjamin Frederick Ganzfried, Markus Riester, Benjamin Haibe-Kains, Thomas Risch, Svitlana Tyekucheva, Ina Jazic, Xin Victoria Wang, Mahnaz Ahmadifar, Michael J. Birrer, Giovanni Parmigiani, Curtis Huttenhower, Levi Waldron
2012 J jnl
Estimation of sequencing error rates in short reads.
BMC Bioinform.
Xin Victoria Wang, Natalie Blades, Jie Ding, Razvan Sultana, Giovanni Parmigiani
2010 J jnl
CoGAPS: an R/C++ package to identify patterns and biological process activity in transcriptomic data.
Bioinform.
Elana J. Fertig, Jie Ding, Alexander V. Favorov, Giovanni Parmigiani, Michael F. Ochs
2009 J jnl
The ordering of expression among a few genes can provide simple cancer biomarkers and signal BRCA1 mutations.
BMC Bioinform.
Xue Lin, Bahman Afsari, Luigi Marchionni, Leslie Cope, Giovanni Parmigiani, Daniel Q. Naiman, Donald Geman
2008 J jnl
Identifying differential correlation in gene/pathway combinations.
BMC Bioinform.
Rosemary Braun, Leslie Cope, Giovanni Parmigiani
2007 J jnl
Multivariate Analysis and Visualization of Splicing Correlations in Single-Gene Transcriptomes.
BMC Bioinform.
Mark C. Emerick, Giovanni Parmigiani, William S. Agnew
2007 J jnl
Penalized likelihood for sparse contingency tables with an application to full-length cDNA libraries.
BMC Bioinform.
Corinne Dahinden, Giovanni Parmigiani, Mark C. Emerick, Peter Bühlmann
2007 J jnl
Pre-processing Agilent microarray data.
BMC Bioinform.
Marianna Zahurak, Giovanni Parmigiani, Wayne Yu, Robert B. Scharpf, David Berman, Edward M. Schaeffer, Shabana Shabbeer, Leslie Cope
1996 J jnl
Optimal Scheduling of Fallible Inspections.
Oper. Res.
Giovanni Parmigiani