Glass, Lucas

1. SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations
   2021/05/05 by Chaoqi Yang, Yang, Chaoqi, Cao Xiao +7 · 9 citations
   Computer Science · Materials Science · Chemistry · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Asymmetric Hydrogenation and Catalysis
2. Change Matters: Medication Change Prediction with Recurrent Residual Networks
   2021/05/05 by Chaoqi Yang, Yang, Chaoqi, Cao Xiao +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
3. FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection
   2023/05/30 by Brandon Theodorou, Lucas M. Glass, Theodorou, Brandon +5 · 3 citations
   Economics, Econometrics and Finance · Mathematics · Medicine · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Sex and Gender in Healthcare
4. Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification
   2020/06/15 by Srinivasa, Rakshith S, Xiao, Cao, Glass, Lucas +2 · 2 citations
   #05C50 #68T07 #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks
   2020/04/30 by Kexin Huang, Huang, Kexin, Cao Xiao +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Bioinformatics and Genomic Networks #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Molecular Networks (q-bio.MN)
6. TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets
   2024/06/30 by Jintai Chen, Yaojun Hu, Chen, Jintai +27 · 1 citation
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging