| 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 |
| Trajectory auto‐corrected image reconstruction JD Ianni, WA Grissom Magnetic resonance in medicine 76 (3), 757-768, 2016 | 30 | 2016 |
| Machine learning RF shimming: Prediction by iteratively projected ridge regression JD Ianni, Z Cao, WA Grissom Magnetic resonance in medicine 80 (5), 1871-1881, 2018 | 27 | 2018 |
| 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 |
| Electrophysiological measurement of information flow during visual search JD Cosman, JT Arita, JD Ianni, GF Woodman Psychophysiology 53 (4), 535-543, 2016 | 13 | 2016 |
| Ghost reduction in echo‐planar imaging by joint reconstruction of images and line‐to‐line delays and phase errors JD Ianni, EB Welch, WA Grissom Magnetic resonance in medicine 79 (6), 3114-3121, 2018 | 10 | 2018 |
| 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 |
| SAR-efficient RF shim prediction via machine learning JD Ianni, Z Cao, WA Grissom Proc Intl Soc Magn Reson Med 25, 3992, 2017 | 2 | 2017 |
| k-SPIRiT: Non-Cartesian SPIRiT Image Reconstruction with Automatic Trajectory Error Compensation J Ianni, G WA Proceedings of the 22nd Annual Meeting of ISMRM, 83, 2014 | 2 | 2014 |
| Critical component detection using deep learning and attention J Ianni, RE Soans, KD Ayyagari, S Kohn US Patent 11,861,881, 2024 | | 2024 |
| 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 |
| Digital pathology artificial intelligence quality check J Ianni, V Spurrier, S Grullon US Patent App. 18/065,715, 2023 | | 2023 |
| Using Whole Slide Image Representations from Self-supervised Contrastive Learning for Melanoma Concordance Regression S Grullon, V Spurrier, J Zhao, C Chivers, Y Jiang, K Motaparthi, J Lee, ... European Conference on Computer Vision, 442-456, 2022 | | 2022 |
| Automated whole-slide image classification using deep learning RE Soans, J Ianni, S Sankarapandian US Patent 11,423,678, 2022 | | 2022 |
| Evaluation of Performance and Impact of a Pathology Deep Learning System to Classify Skin Specimens Prior to Routine Pathology Review K Motaparthi, M Bonham, J Ianni, A Ergin, L Zhu, P Patel, J Lee LABORATORY INVESTIGATION 102 (SUPPL 1), 342-343, 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 |
| Trajectory Optimization and Machine Learning Radiofrequency Pulses for Enhanced Magnetic Resonance Imaging JD Ianni Vanderbilt University, 2017 | | 2017 |
| Learning SimCLR Representations for Improving Melanoma Whole Slide Images Classification Model Generalization Y Jiang, S Grullon, C Chivers, V Spurrier, J Zhao, J Ianni | | |
| Calibration-free EPI trajectory error correction by k-space data consistency JD Ianni, WA Grissom | | |
WillIam A GrissomCase Western Reserve UniversityZweryfikowany adres z case.edu
