Standout Papers

Assessing the accuracy of prediction algorithms for classificatio... 1989 2026 2001 2013 1.4k
  1. Assessing the accuracy of prediction algorithms for classification: an overview (2000)
    Pierre Baldi, Søren Brunak et al. Bioinformatics
  2. A Bayesian framework for the analysis of microarray expression data: regularized t -test and statistical inferences of gene changes (2001)
    Pierre Baldi, Anthony D. Long Bioinformatics
  3. SCRATCH: a protein structure and structural feature prediction server (2005)
    Jianlin Cheng, Arlo Randall et al. Nucleic Acids Research
  4. Prediction of protein stability changes for single‐site mutations using support vector machines (2005)
    Jianlin Cheng, Arlo Randall et al. Proteins Structure Function and Bioinformatics
  5. Neural networks and principal component analysis: Learning from examples without local minima (1989)
    Pierre Baldi, Kurt Hornik Neural Networks
  6. Bayesian surprise attracts human attention (2008)
    Laurent Itti, Pierre Baldi Vision Research
  7. Mitochondrial mutations in cancer (2006)
    Martin Brandon, Pierre Baldi et al. Oncogene
  8. Searching for exotic particles in high-energy physics with deep learning (2014)
    Pierre Baldi, Peter Sadowski et al. Nature Communications
  9. Reprogramming of the Circadian Clock by Nutritional Challenge (2013)
    Kristin Eckel‐Mahan, Vishal R. Patel et al. Cell
  10. Autoencoders, Unsupervised Learning, and Deep Architectures (2011)
    Pierre Baldi International Conference on Machine Learning
  11. Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy (2018)
    Gregor Urban, Priyam Tripathi et al. Gastroenterology
  12. Deep Architectures and Deep Learning in Chemoinformatics: The Prediction of Aqueous Solubility for Drug-Like Molecules (2013)
    Gianluca Pollastri, Pierre Baldi et al. Journal of Chemical Information and Modeling
  13. Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas (2018)
    Peter Chang, Jack Grinband et al. American Journal of Neuroradiology
  14. Enforcing Analytic Constraints in Neural Networks Emulating Physical Systems (2021)
    Tom Beucler, Michael S. Pritchard et al. Physical Review Letters

Immediate Impact

10 by Nobel laureates 29 from Science/Nature 108 standout
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Citing Papers

Circadian alignment of early onset caloric restriction promotes longevity in male C57BL/6J mice
2022 StandoutScience
Biofuels for a sustainable future
2021 Standout
45 intermediate papers

Works of Pierre Baldi being referenced

ClusterCAD: a computational platform for type I modular polyketide synthase design
2017
Reprogramming of the Circadian Clock by Nutritional Challenge
2013 Standout
and 18 more

Author Peers

Author Last Decade Papers Cites
Pierre Baldi 13965 3567 2541 2548 378 29.2k
Shlomo Havlin 9198 2390 1800 561 692 53.6k
Todd R. Golub 73850 4030 3912 3452 227 109.1k
Gerald M. Rubin 61345 1370 1561 2221 328 84.6k
Pablo Tamayo 45648 3924 2048 2818 140 69.8k
Jill P. Mesirov 49254 3427 1887 2935 128 75.7k
George M. Church 71437 1600 1610 2313 523 87.7k
William J. Welch 15637 2266 6979 5165 403 37.9k
Lars Juhl Jensen 47759 1956 7086 3086 232 71.9k
Trey Ideker 44414 822 4609 2951 236 63.2k
James J. Collins 44644 1403 1667 1241 327 71.9k

All Works

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2026