| Diagnostic performance of deep learning algorithms applied to three common diagnoses in dermatopathology TG Olsen, BH Jackson, TA Feeser, MN Kent, JC Moad, S Krishnamurthy, ... Journal of Pathology Informatics 9 (1), 32, 2018 | 99 | 2018 |
| 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), 1-12, 2020 | 87 | 2020 |
| Different cyclical intermittent hypoxia severities have different effects on hippocampal microvasculature DC Lim, DC Brady, R Soans, EY Kim, L Valverde, BT Keenan, X Guo, ... Journal of applied physiology 121 (1), 78-88, 2016 | 24 | 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 |
| Automated Protein Localization of Blood Brain Barrier Vasculature in Brightfield IHC Images RE Soans, DC Lim, BT Keenan, AI Pack, JA Shackleford PLoS ONE 11, e0148411, 2016 | 4 | 2016 |
| 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 |
| Organ localization and identification in thoracic CT volumes using 3D CNNs leveraging spatial anatomic relations RE Soans, JA Shackleford Medical Imaging 2018, 10574 - 12, 2018 | 2 | 2018 |
| Method and electronic device for generating optimal neural network (nn) model M Das, B Singh, P Nelahonne Sivamurthappa, A Kapoor, R Soans, ... WO Patent WO2023282569A1, 2023 | 1 | 2023 |
| What Did We Expected from Porto's ECDP2020? C Eloy, S Campelos Journal of Pathology Informatics 11, 2020 | 1 | 2020 |
| Automated anomaly detection in histology images using deep learning L Shelton, R Soans, T Shah, T Forest, K Janardhan, M Napolitano, ... Medical Imaging 2024: Digital and Computational Pathology 12933, 152-158, 2024 | | 2024 |
| HER2 prediction from breast H&E-stained whole slide images: a comparison between ROI-based supervised learning and multiple instance learning approaches T Shah, L Li, A Chen, R Krishnan, R Soans, A Vajdi, R Cristescu Medical Imaging 2024: Digital and Computational Pathology 12933, 185-192, 2024 | | 2024 |
| Method and system for optimizing neural networks (nn) for on-device deployment in an electronic device AP Visweswara, P Anand, A Abraham, VN Rajendiran, RE Soans US Patent App. 18/223,888, 2024 | | 2024 |
| NASEREX: Optimizing Early Exits via AutoML for Scalable Efficient Inference in Big Image Streams A Kapoor, RE Soans, S Dixit, P Ns, B Singh, M Das 2023 IEEE International Conference on Big Data (BigData), 5266-5271, 2023 | | 2023 |
| Method and electronic device for processing input frame for on-device ai model RE Soans, PN Shivamurthappa, K Marupalli, AAK Senapati, P Ananya US Patent App. 18/172,774, 2023 | | 2023 |
| Deep learning-based segmentation of rabbit fetal skull with limited and sub-optimal training labels R Soans, A Gleason, TS Shah, C Miller, B Robinson, K Brannen, ... arxiv.org, 2023 | | 2023 |
| Automated whole-slide image classification using deep learning RE Soans, J Ianni, S Sankarapandian US Patent 11,423,678, 2022 | | 2022 |
| Critical component detection using deep learning and attention J Ianni, R Soans, KD Ayyagari, K Saul WO Patent WO2022066736A1, 2022 | | 2022 |
| Training end-to-end weakly supervised networks at the specimen (supra-image) level J Ianni, S Kohn, S Sankarapandian, RE Soans WO Patent WO2022061083A1, 2022 | | 2022 |
| Training end-to-end weakly supervised networks in a multi-task fashion at the specimen (supra-image) level J Ianni, S Kohn, S Sankarapandian, RE Soans WO Patent WO2022066725A1, 2021 | | 2021 |
Julianna IanniProsciaVerified email at vanderbilt.edu
