| Tailored for real-world: a whole slide image classification system validated on uncurated multi-site data emulating the prospective pathology workload JD Ianni, RE Soans, S Sankarapandian, RV Chamarthi, D Ayyagari, ... Scientific reports 10 (1), 3217, 2020 | 87 | 2020 |
| Linear extrapolated MPPT-an alternative to fractional open circuit voltage technique S Sivaramakrishnan 2016 Biennial International Conference on Power and Energy Systems: Towards …, 2016 | 23 | 2016 |
| A Pathology Deep Learning System Capable of Triage of Melanoma Specimens Utilizing Dermatopathologist Consensus as Ground Truth S Sankarapandian, S Kohn, V Spurrier, S Grullon, RE Soans, ... Proceedings of the IEEE/CVF International Conference on Computer Vision, 629-638, 2021 | 20 | 2021 |
| A novel hybrid MPPT algorithm using Linear Extrapolation S Sivaramakrishnan 2015 International Conference on Computing and Network Communications …, 2015 | 8 | 2015 |
| Image Compression Using Deep Learning HK Cilingir, S Sankarapandian, MO Tezcan | 3 | |
| Stain normalization for automated whole-slide image classification J Ianni, RE Soans, S Sankarapandian US Patent 11,462,032, 2022 | 2 | 2022 |
| Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World JD Ianni, RE Soans, S Sankarapandian, RV Chamarthi, D Ayyagari, ... arXiv preprint arXiv:1909.11212, 2019 | 2 | 2019 |
| -Annealed Variational Autoencoder for glitches S Sankarapandian, B Kulis arXiv preprint arXiv:2107.10667, 2021 | 1 | 2021 |
| TRAINING END-TO-END WEAKLY SUPERVISED NETWORKS AT THE SPECIMEN (SUPRA-IMAGE) LEVEL J Ianni, S Kohn, S Sankarapandian, RE Soans US Patent App. 18/245,701, 2023 | | 2023 |
| Find your microenvironments faster with Neural Spatial LDA S Sankarapandian, J Xu, Z Chen NeurIPS 2022 Workshop on Learning Meaningful Representations of Life, 2022 | | 2022 |
| Automated whole-slide image classification using deep learning RE Soans, J Ianni, S Sankarapandian US Patent 11,423,678, 2022 | | 2022 |
| Robust Classification of Melanocytic Lesions Using Deep Neural Networks: Flagging Dysplastic and Malignant Morphologies Before Pathology Review W Shon, J Ianni, B Balzer, S Kohn, RV Chamarthi, KD Ayyagari, ... LABORATORY INVESTIGATION 101 (SUPPL 1), 317-317, 2021 | | 2021 |
| Learning Compact Networks via Adaptive Network Regularization S Sankarapandian, A Kag, R Manzelli, B Kulis | | 2018 |
| Small-variance asymptotics for Bayesian neural networks S Sankarapandian Boston University, 2018 | | 2018 |
Rajath Elias SoansSenior Scientist, Image Data Analytics, Merck & Co., Inc.Verified email at merck.com
