Independent real‐world application of a clinical‐grade automated prostate cancer detection system LM da Silva, EM Pereira, PGO Salles, R Godrich, R Ceballos, JD Kunz, ... The Journal of pathology 254 (2), 147-158, 2021 | 109 | 2021 |
Clinical validation of artificial intelligence–augmented pathology diagnosis demonstrates significant gains in diagnostic accuracy in prostate cancer detection P Raciti, J Sue, JA Retamero, R Ceballos, R Godrich, JD Kunz, A Casson, ... Archives of Pathology & Laboratory Medicine 147 (10), 1178-1185, 2023 | 51 | 2023 |
Virchow: a million-slide digital pathology foundation model E Vorontsov, A Bozkurt, A Casson, G Shaikovski, M Zelechowski, S Liu, ... arXiv preprint arXiv:2309.07778, 2023 | 42 | 2023 |
A foundation model for clinical-grade computational pathology and rare cancers detection E Vorontsov, A Bozkurt, A Casson, G Shaikovski, M Zelechowski, ... Nature Medicine, 1-12, 2024 | 14 | 2024 |
Computational pathological identification of prostate cancer following neoadjuvant treatment. B Dogdas, C Kanan, P Raciti, SK Tian, SD Brookman-May, L Wetherhold, ... Journal of Clinical Oncology 38 (15_suppl), e14052-e14052, 2020 | 5 | 2020 |
Abstract PD11-01: An artificial intelligence-based predictor of CDH1 biallelic mutations and invasive lobular carcinoma JS Reis-Filho, F Pareja, F Derakhshan, DN Brown, J Sue, P Selenica, ... Cancer Research 82 (4_Supplement), PD11-01-PD11-01, 2022 | 3 | 2022 |
Morphological Breast Cancer Subtyping by Weakly Supervised Neural Networks M Hanna, M Lee, A Bozkurt, R Godrich, A Casson, P Raciti, J Sue, J Viret, ... LABORATORY INVESTIGATION 101 (SUPPL 1), 109-110, 2021 | 3 | 2021 |
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology G Shaikovski, A Casson, K Severson, E Zimmermann, YK Wang, JD Kunz, ... arXiv preprint arXiv:2405.10254, 2024 | 2 | 2024 |
Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution Network Trained on Large-Scale H&E Whole Slide Images with Weak Labels A Casson, S Liu, RA Godrich, H Aghdam, D Lee, K Malfroid, B Rothrock, ... Medical Imaging with Deep Learning, 2023 | 2 | 2023 |
A Genomics-Driven Artificial Intelligence-Based Model Classifies Breast Invasive Lobular Carcinoma and Discovers CDH1 Inactivating Mechanisms F Pareja, H Dopeso, YK Wang, AM Gazzo, DN Brown, M Banerjee, ... Cancer Research, 2024 | 1 | 2024 |
Virchow 2: Scaling Self-Supervised Mixed Magnification Models in Pathology E Zimmermann, E Vorontsov, J Viret, A Casson, M Zelechowski, ... arXiv preprint arXiv:2408.00738, 2024 | 1 | 2024 |
Adapting Self-Supervised Learning for Computational Pathology E Zimmermann, N Tenenholtz, J Hall, G Shaikovski, M Zelechowski, ... arXiv preprint arXiv:2405.01688, 2024 | 1 | 2024 |
Abstract PD6-03: clinical-grade detection of breast cancer in biopsies and excisions using machine learning MG Hanna, P Raciti, R Godrich, A Casson, J Viret, D Lee, M Lee, ... Cancer Research 81 (4_Supplement), PD6-03-PD6-03, 2021 | 1 | 2021 |
Systems and methods for processing electronic images using deep foundation models S Liu, E Vorontsov, A Bozkurt, G Shaikovski, M Zelechowski, A Casson, ... US Patent App. 18/521,903, 2024 | | 2024 |
Abstract GS03-04: Novel Mechanisms of CDH1 Inactivation in Breast Invasive Lobular Carcinoma Unveiled by the Integration of Artificial Intelligence and Genomics F Pareja, H Dopeso, Y Wang, A Gazzo, D Brown, P Selenica, J Bernhard, ... Cancer Research 84 (9_Supplement), GS03-04-GS03-04, 2024 | | 2024 |
2328P Alternative molecular mechanisms underpinning breast invasive lobular carcinoma identified by genomics-driven artificial intelligence model F Pareja, H Dopeso, YK Wang, A Gazzo, D Brown, P Selenica, J Bernhard, ... Annals of Oncology 34, S1189, 2023 | | 2023 |
SYSTEMS AND METHODS TO PROCESS ELECTRONIC IMAGES FOR MODEL SELECTION JD Kunz, D Gorton, A Casson US Patent App. 18/179,871, 2023 | | 2023 |
Morphological Subtyping of Breast Cancer using Machine Learning M Hanna, M Lee, A Bozkurt, P Hamilton, R Godrich, A Casson, P Raciti, ... JOURNAL OF PATHOLOGY 255, S35-S35, 2021 | | 2021 |
Abstract PD6-02: Digital MammaPrint and BluePrint using machine learning and whole slide imaging AM Glas, JS Reis-Filho, D Wehkamp, B Dodgas, L Delahaye, R Godrich, ... Cancer Research 81 (4_Supplement), PD6-02-PD6-02, 2021 | | 2021 |