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Assessing the robustness of a machine-learning model for early detection of pancreatic adenocarcinoma (PDA): evaluating resilience to variations in image acquisition and radiomics workflow using image perturbation methods.
Mukherjee S, Korfiatis P, Patnam NG, Trivedi KH, Karbhari A, Suman G, Fletcher JG, Goenka AH. Mukherjee S, et al. Among authors: karbhari a. Abdom Radiol (NY). 2024 Mar;49(3):964-974. doi: 10.1007/s00261-023-04127-1. Epub 2024 Jan 4. Abdom Radiol (NY). 2024. PMID: 38175255
Gallium-68-labeled fibroblast activation protein inhibitor-46 PET in patients with resectable or borderline resectable pancreatic ductal adenocarcinoma: A phase 2, multicenter, single arm, open label non-randomized study protocol.
Karbhari A, Mosessian S, Trivedi KH, Valla F Jr, Jacobson M, Truty MJ, Patnam NG, Simeone DM, Zan E, Brennan T, Chen H, Kuo PH, Herrmann K, Goenka AH. Karbhari A, et al. PLoS One. 2023 Nov 27;18(11):e0294564. doi: 10.1371/journal.pone.0294564. eCollection 2023. PLoS One. 2023. PMID: 38011131 Free PMC article.
Automated Artificial Intelligence Model Trained on a Large Data Set Can Detect Pancreas Cancer on Diagnostic Computed Tomography Scans As Well As Visually Occult Preinvasive Cancer on Prediagnostic Computed Tomography Scans.
Korfiatis P, Suman G, Patnam NG, Trivedi KH, Karbhari A, Mukherjee S, Cook C, Klug JR, Patra A, Khasawneh H, Rajamohan N, Fletcher JG, Truty MJ, Majumder S, Bolan CW, Sandrasegaran K, Chari ST, Goenka AH. Korfiatis P, et al. Among authors: karbhari a. Gastroenterology. 2023 Dec;165(6):1533-1546.e4. doi: 10.1053/j.gastro.2023.08.034. Epub 2023 Aug 30. Gastroenterology. 2023. PMID: 37657758
Bounding box-based 3D AI model for user-guided volumetric segmentation of pancreatic ductal adenocarcinoma on standard-of-care CTs.
Mukherjee S, Korfiatis P, Khasawneh H, Rajamohan N, Patra A, Suman G, Singh A, Thakkar J, Patnam NG, Trivedi KH, Karbhari A, Chari ST, Truty MJ, Halfdanarson TR, Bolan CW, Sandrasegaran K, Majumder S, Goenka AH. Mukherjee S, et al. Among authors: karbhari a. Pancreatology. 2023 Aug;23(5):522-529. doi: 10.1016/j.pan.2023.05.008. Epub 2023 May 26. Pancreatology. 2023. PMID: 37296006 Clinical Trial.