Giovanni Parmigiani

1. ComBat-seq: batch effect adjustment for RNA-seq count data
   2020/09/01 by Yuqing Zhang, Giovanni Parmigiani, W. Evan Johnson · 31 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #Genomics and Phylogenetic Studies #Molecular Biology Techniques and Applications
2. Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations
   2020/06/20 by Zhun Deng, Frances Ding, Deng, Zhun +11 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Combining Breast Cancer Risk Prediction Models
   2020/07/31 by Zoe Guan, Theodore Huang, Guan, Zoe +15 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #BRCA gene mutations in cancer #Cancer Genomics and Diagnostics #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME)
4. Causal Inference for Latent Outcomes Learned with Factor Models
   2025/06/25 by Jenna M. Landy, Landy, Jenna M., Dafne Zorzetto +5 · 2 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Methodology (stat.ME)
5. Bayesian Probit Multi-Study Non-negative Matrix Factorization for Mutational Signatures
   2025/02/03 by Blake Hansen, Isabella N. Grabski, Hansen, Blake +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #FOS: Computer and information sciences #Gene expression and cancer classification #Genomics and Chromatin Dynamics #Machine Learning in Bioinformatics #Methodology (stat.ME)