Shantanu Jain
Assam Agricultural University(IN)City Hospital(GB)
Publications by Year
Research Areas
Congenital Heart Disease Studies, Machine Learning and Data Classification, Machine Learning and Algorithms, Genomics and Rare Diseases, Imbalanced Data Classification Techniques
Most-Cited Works
- → Estimating the class prior and posterior from noisy positives and unlabeled data(2016)72 cited
- → CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods(2024)54 cited
- → Recovering True Classifier Performance in Positive-Unlabeled Learning(2017)45 cited
- → Fast Nonparametric Estimation of Class Proportions in the Positive-Unlabeled Classification Setting(2020)30 cited
- → The Loss and Gain of Functional Amino Acid Residues Is a Common Mechanism Causing Human Inherited Disease(2016)20 cited
- → Nonparametric semi-supervised learning of class proportions(2016)18 cited
- → Estimating classification accuracy in positive-unlabeled learning: characterization and correction strategies(2018)15 cited
- → Class Prior Estimation with Biased Positives and Unlabeled Examples(2020)12 cited
- → New mixture models for decoy-free false discovery rate estimation in mass spectrometry proteomics(2020)12 cited