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For: Perez AA, Noe-Kim V, Lubner MG, Graffy PM, Garrett JW, Elton DC, Summers RM, Pickhardt PJ. Deep Learning CT-based Quantitative Visualization Tool for Liver Volume Estimation: Defining Normal and Hepatomegaly. Radiology 2021;302:336-342. [PMID: 34698566 PMCID: PMC8805660 DOI: 10.1148/radiol.2021210531] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Number Cited by Other Article(s)
1
Garrett JW, Pickhardt PJ, Summers RM. Methodology for a fully automated pipeline of AI-based body composition tools for abdominal CT. Abdom Radiol (NY) 2025:10.1007/s00261-025-04951-7. [PMID: 40293521 DOI: 10.1007/s00261-025-04951-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2024] [Revised: 04/04/2025] [Accepted: 04/09/2025] [Indexed: 04/30/2025]
2
Tan Y, Li PP, Liu H, Zhu JY, Wu QS. Hepatic Arterial Infusion Chemotherapy for Hepatocellular Carcinoma: A Three-Dimensional Visualization Perspective. J Hepatocell Carcinoma 2025;12:837-840. [PMID: 40322279 PMCID: PMC12047304 DOI: 10.2147/jhc.s513695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Accepted: 04/05/2025] [Indexed: 05/08/2025]  Open
3
Huang Z, Deng Z, Ye J, Wang H, Su Y, Li T, Sun H, Cheng J, Chen J, He J, Gu Y, Zhang S, Gu L, Qiao Y. A-Eval: A benchmark for cross-dataset and cross-modality evaluation of abdominal multi-organ segmentation. Med Image Anal 2025;101:103499. [PMID: 39970528 DOI: 10.1016/j.media.2025.103499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 01/16/2025] [Accepted: 02/06/2025] [Indexed: 02/21/2025]
4
Mathai TS, Lubner MG, Pickhardt PJ, Summers RM. Fully Automated and Explainable Measurement of Liver Surface Nodularity in CT: Utility for Staging Hepatic Fibrosis. Acad Radiol 2025;32:1398-1408. [PMID: 39379241 PMCID: PMC11875990 DOI: 10.1016/j.acra.2024.09.050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 09/19/2024] [Accepted: 09/23/2024] [Indexed: 10/10/2024]
5
Pomohaci MD, Grasu MC, Băicoianu-Nițescu AŞ, Enache RM, Lupescu IG. Systematic Review: AI Applications in Liver Imaging with a Focus on Segmentation and Detection. Life (Basel) 2025;15:258. [PMID: 40003667 PMCID: PMC11856300 DOI: 10.3390/life15020258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2024] [Revised: 02/02/2025] [Accepted: 02/05/2025] [Indexed: 02/27/2025]  Open
6
Gringeri E, Furlanetto A, Polacco M, Perin L, Nieddu E, Rosso E, De Nardi C, Ballo M, De Feo T, Trapani S, Burra P, Spada M, Colledan M, Lauterio A, Romagnoli R, Cardillo M, Feltrin G, De Carlis L, Cillo U. Exploring auxiliary liver transplantation in the era of transplant oncology-A proposal for a new liver splitting program (ALERT-50). Liver Transpl 2025:01445473-990000000-00552. [PMID: 39835850 DOI: 10.1097/lvt.0000000000000574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Accepted: 12/08/2024] [Indexed: 01/22/2025]
7
Wei H, Zheng T, Zhang X, Zheng C, Jiang D, Wu Y, Lee JM, Bashir MR, Lerner E, Liu R, Wu B, Guo H, Chen Y, Yang T, Gong X, Jiang H, Song B. Deep learning-based 3D quantitative total tumor burden predicts early recurrence of BCLC A and B HCC after resection. Eur Radiol 2025;35:127-139. [PMID: 39028376 PMCID: PMC11632001 DOI: 10.1007/s00330-024-10941-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 05/15/2024] [Accepted: 06/16/2024] [Indexed: 07/20/2024]
8
Bull N, Goonawardena J, Hua L, Lim D, Cheung KT, Ramachandran V, Fox A, Hassen S. Measurement of the distal bile duct density on computed tomography can differentiate choledocholithiasis from a control population. ANZ J Surg 2024;94:2195-2200. [PMID: 39101372 DOI: 10.1111/ans.19189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Revised: 06/25/2024] [Accepted: 07/25/2024] [Indexed: 08/06/2024]
9
Ma J, Zhang Y, Gu S, Ge C, Mae S, Young A, Zhu C, Yang X, Meng K, Huang Z, Zhang F, Pan Y, Huang S, Wang J, Sun M, Zhang R, Jia D, Choi JW, Alves N, de Wilde B, Koehler G, Lai H, Wang E, Wiesenfarth M, Zhu Q, Dong G, He J, FLARE Challenge Consortium, Wang B. Unleashing the strengths of unlabelled data in deep learning-assisted pan-cancer abdominal organ quantification: the FLARE22 challenge. Lancet Digit Health 2024;6:e815-e826. [PMID: 39455194 DOI: 10.1016/s2589-7500(24)00154-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Collaborators] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 06/30/2024] [Accepted: 07/08/2024] [Indexed: 10/28/2024]
10
Moeller AR, Garrett JW, Summers RM, Pickhardt PJ. Adjusting for the effect of IV contrast on automated CT body composition measures during the portal venous phase. Abdom Radiol (NY) 2024;49:2543-2551. [PMID: 38744704 DOI: 10.1007/s00261-024-04376-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 05/04/2024] [Accepted: 05/06/2024] [Indexed: 05/16/2024]
11
Fan L, Liu J, Ju B, Lou D, Tian Y. A deep learning based holistic diagnosis system for immunohistochemistry interpretation and molecular subtyping. Neoplasia 2024;50:100976. [PMID: 38412576 PMCID: PMC10904904 DOI: 10.1016/j.neo.2024.100976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 02/02/2024] [Indexed: 02/29/2024]
12
Hill DLG. AI in imaging: the regulatory landscape. Br J Radiol 2024;97:483-491. [PMID: 38366148 PMCID: PMC11027239 DOI: 10.1093/bjr/tqae002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/03/2023] [Accepted: 12/26/2023] [Indexed: 02/18/2024]  Open
13
Zhang Y, Fan X, Song B, Liu Y, Chen Y, Zheng T, Guo Y, Duan T, Huang Z, Yang L. Noninvasive prediction of insufficient biochemical response after ursodeoxycholic acid treatment in patients with primary biliary cholangitis based on pretreatment nonenhanced MRI. Eur Radiol 2024;34:1268-1279. [PMID: 37581659 PMCID: PMC10853298 DOI: 10.1007/s00330-023-10080-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 06/12/2023] [Accepted: 07/20/2023] [Indexed: 08/16/2023]
14
Machry M, Ferreira LF, Lucchese AM, Kalil AN, Feier FH. Liver volumetric and anatomic assessment in living donor liver transplantation: The role of modern imaging and artificial intelligence. World J Transplant 2023;13:290-298. [PMID: 38174151 PMCID: PMC10758682 DOI: 10.5500/wjt.v13.i6.290] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 08/17/2023] [Accepted: 10/17/2023] [Indexed: 12/15/2023]  Open
15
Rao S, Glavis-Bloom J, Bui TL, Afzali K, Bansal R, Carbone J, Fateri C, Roth B, Chan W, Kakish D, Cortes G, Wang P, Meraz J, Chantaduly C, Chow DS, Chang PD, Houshyar R. Artificial Intelligence for Improved Hepatosplenomegaly Diagnosis. Curr Probl Diagn Radiol 2023;52:501-504. [PMID: 37277270 DOI: 10.1067/j.cpradiol.2023.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 04/14/2023] [Accepted: 05/08/2023] [Indexed: 06/07/2023]
16
Zhang Y, Zheng T, Huang Z, Song B. CT and MR imaging of primary biliary cholangitis: a pictorial review. Insights Imaging 2023;14:180. [PMID: 37880457 PMCID: PMC10600092 DOI: 10.1186/s13244-023-01517-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 09/03/2023] [Indexed: 10/27/2023]  Open
17
Zhang L, LaBelle W, Unberath M, Chen H, Hu J, Li G, Dreizin D. A vendor-agnostic, PACS integrated, and DICOM-compatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow. Front Med (Lausanne) 2023;10:1241570. [PMID: 37954555 PMCID: PMC10637622 DOI: 10.3389/fmed.2023.1241570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 10/09/2023] [Indexed: 11/14/2023]  Open
18
Sun K, Fan C, Feng Z, Min X, Wang Y, Sun Z, Li Y, Cai W, Yin X, Zhang P, Liu Q, Xia L. Magnetic resonance imaging based deep-learning model: a rapid, high-performance, automated tool for testicular volume measurements. Front Med (Lausanne) 2023;10:1277535. [PMID: 37795413 PMCID: PMC10546058 DOI: 10.3389/fmed.2023.1277535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 09/06/2023] [Indexed: 10/06/2023]  Open
19
Zhang L, LaBelle W, Unberath M, Chen H, Hu J, Li G, Dreizin D. A vendor-agnostic, PACS integrated, and DICOMcompatible software-server pipeline for testing segmentation algorithms within the clinical radiology workflow. RESEARCH SQUARE 2023:rs.3.rs-2837634. [PMID: 37163064 PMCID: PMC10168465 DOI: 10.21203/rs.3.rs-2837634/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
20
Elhakim T, Trinh K, Mansur A, Bridge C, Daye D. Role of Machine Learning-Based CT Body Composition in Risk Prediction and Prognostication: Current State and Future Directions. Diagnostics (Basel) 2023;13:968. [PMID: 36900112 PMCID: PMC10000509 DOI: 10.3390/diagnostics13050968] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 02/11/2023] [Accepted: 02/18/2023] [Indexed: 03/08/2023]  Open
21
de Padua V Alves V, Dillman JR, Somasundaram E, Taylor ZP, Brady SL, Zhang B, Trout AT. Computed tomography-based measurements of normative liver and spleen volumes in children. Pediatr Radiol 2023;53:378-386. [PMID: 36471169 DOI: 10.1007/s00247-022-05551-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/29/2022] [Accepted: 11/10/2022] [Indexed: 12/12/2022]
22
Yu Q, Xu C, Li Q, Ding Z, Lv Y, Liu C, Huang Y, Zhou J, Huang S, Xia C, Meng X, Lu C, Li Y, Tang T, Wang Y, Song Y, Qi X, Ye J, Ju S. Spleen volume-based non-invasive tool for predicting hepatic decompensation in people with compensated cirrhosis (CHESS1701). JHEP Rep 2022;4:100575. [PMID: 36204707 PMCID: PMC9531280 DOI: 10.1016/j.jhepr.2022.100575] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 07/14/2022] [Accepted: 08/16/2022] [Indexed: 11/30/2022]  Open
23
Bates DDB, Pickhardt PJ. CT-Derived Body Composition Assessment as a Prognostic Tool in Oncologic Patients: From Opportunistic Research to Artificial Intelligence-Based Clinical Implementation. AJR Am J Roentgenol 2022;219:671-680. [PMID: 35642760 DOI: 10.2214/ajr.22.27749] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
24
Bao J, Feng X, Ma Y, Wang Y, Qi J, Qin C, Tan X, Tian Y. The latest application progress of radiomics in prediction and diagnosis of liver diseases. Expert Rev Gastroenterol Hepatol 2022;16:707-719. [PMID: 35880549 DOI: 10.1080/17474124.2022.2104711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
25
Yuan E, Ye Z, Song B. Imaging-based deep learning in liver diseases. Chin Med J (Engl) 2022;135:1325-1327. [PMID: 35837673 PMCID: PMC9433077 DOI: 10.1097/cm9.0000000000002199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Indexed: 02/05/2023]  Open
26
Pickhardt PJ. Value-added Opportunistic CT Screening: State of the Art. Radiology 2022;303:241-254. [PMID: 35289661 PMCID: PMC9083232 DOI: 10.1148/radiol.211561] [Citation(s) in RCA: 119] [Impact Index Per Article: 39.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/24/2021] [Accepted: 08/27/2021] [Indexed: 12/13/2022]
27
Pavone AM, Benfante V, Stefano A, Mamone G, Milazzo M, Di Pizza A, Parenti R, Maruzzelli L, Miraglia R, Comelli A. Automatic Liver Segmentation in Pre-TIPS Cirrhotic Patients: A Preliminary Step for Radiomics Studies. LECTURE NOTES IN COMPUTER SCIENCE 2022:408-418. [DOI: 10.1007/978-3-031-13321-3_36] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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