Gronsbell, Jessica

1. Semi-Supervised Approaches to Efficient Evaluation of Model Prediction Performance
   2017/11/15 by Jessica Gronsbell, Tianxi Cai, Gronsbell, Jessica +1 · 4 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference
2. Another look at statistical inference with machine learning-imputed data
   2024/11/29 by Jessica Gronsbell, Gronsbell, Jessica, Jianhui Gao +7 · 6 citations
   Arts and Humanities · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Philosophy and History of Science
3. ssROC: Semi-Supervised ROC Analysis for Reliable and Streamlined Evaluation of Phenotyping Algorithms
   2023/05/02 by Jianhui Gao, Gao, Jianhui, Clara-Lea Bonzel +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Applications (stat.AP) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Machine Learning in Healthcare
4. What is Fair? Defining Fairness in Machine Learning for Health
   2024/06/13 by Gao, Jianhui, Chou, Benson, McCaw, Zachary R. +4 · 4 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. A Common Pipeline for Harmonizing Electronic Health Record Data for Translational Research
   2025/09/10 by Jessica Gronsbell, Gronsbell, Jessica, Vidul Ayakulangara Panickan +24 · 1 citation
   Health Professions · Computer Science · Biochemistry, Genetics and Molecular Biology · #Electronic Health Records Systems #Machine Learning in Healthcare #Biomedical Text Mining and Ontologies