Regression Modeling and Prediction

Capstone Papers

Top cited papers (250+ citations, 2018-2024) ranked by citation count.

#	Paper	Citations
1	Highly accurate protein structure prediction with AlphaFold John Jumper, K Taki, Alexander Pritzel et al. Nature 2021	39,627
2	Accurate prediction of protein structures and interactions using a three-track neural network Minkyung Baek, Frank DiMaio, Ivan Anishchenko et al. Science 2021	5,139
3	An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai, J. Zico Kolter, Vladlen Koltun arXiv (Cornell University) 2018	4,274
4	Evolutionary-scale prediction of atomic-level protein structure with a language model Zeming Lin, Halil Akin, Roshan Rao et al. Science 2023	3,635
5	Improved protein structure prediction using potentials from deep learning Andrew Senior, K Taki, John Jumper et al. Nature 2020	3,284
6	Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal Laure Wynants, Ben Van Calster, Gary S. Collins et al. BMJ 2020	3,088
7	Highly accurate protein structure prediction for the human proteome Kathryn Tunyasuvunakool, Jonas Adler, Zachary Wu et al. Nature 2021	2,970
8	Clinical Prediction Models Ewout W. Steyerberg Statistics for biology and health 2019	2,899
9	Multi-task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Roberto Cipolla, Yarin Gal, Alex Kendall 2018	2,556
10	Deep generative modeling for single-cell transcriptomics Romain Lopez, Jeffrey Regier, Michael B. Cole et al. Nature Methods 2018	2,246