Jana Lipkova

Title(s)Assistant Professor, Pathology
SchoolSchool of Medicine
Address1001 Health Sciences Road
Irvine CA 92697-3950
Phone(949) 824-6574
ORCID ORCID Icon0000-0001-8101-4794 Additional info
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. A Learnable Prior Improves Inverse Tumor Growth Modeling. IEEE Trans Med Imaging. 2024 Nov 08; PP. Weidner J, Ezhov I, Balcerak M, Metz MC, Litvinov S, Kaltenbach S, Feiner L, Lux L, Kofler F, Lipkova J, Latz J, Rueckert D, Menze B, Wiestler B. PMID: 39514352.
      View in: PubMed   Mentions:    Fields:    
    2. A Learnable Prior Improves Inverse Tumor Growth Modeling. ArXiv. 2024 Nov 06. Weidner J, Ezhov I, Balcerak M, Metz MC, Litvinov S, Kaltenbach S, Feiner L, Lux L, Kofler F, Lipkova J, Latz J, Rueckert D, Menze B, Wiestler B. PMID: 38495563; PMCID: PMC10942480.
      View in: PubMed   Mentions:
    3. The age of foundation models. Nat Rev Clin Oncol. 2024 Nov; 21(11):769-770. Lipkova J, Kather JN. PMID: 39237731.
      View in: PubMed   Mentions:    Fields:    
    4. Demographic bias in misdiagnosis by computational pathology models. Nat Med. 2024 Apr; 30(4):1174-1190. Vaidya A, Chen RJ, Williamson DFK, Song AH, Jaume G, Yang Y, Hartvigsen T, Dyer EC, Lu MY, Lipkova J, Shaban M, Chen TY, Mahmood F. PMID: 38641744.
      View in: PubMed   Mentions: 6     Fields:    
    5. Toward image-based personalization of glioblastoma therapy: A clinical and biological validation study of a novel, deep learning-driven tumor growth model. Neurooncol Adv. 2024 Jan-Dec; 6(1):vdad171. Metz MC, Ezhov I, Peeken JC, Buchner JA, Lipkova J, Kofler F, Waldmannstetter D, Delbridge C, Diehl C, Bernhardt D, Schmidt-Graf F, Gempt J, Combs SE, Zimmer C, Menze B, Wiestler B. PMID: 38435962; PMCID: PMC10907005.
      View in: PubMed   Mentions:
    6. Algorithmic fairness in artificial intelligence for medicine and healthcare. Nat Biomed Eng. 2023 06; 7(6):719-742. Chen RJ, Wang JJ, Williamson DFK, Chen TY, Lipkova J, Lu MY, Sahai S, Mahmood F. PMID: 37380750; PMCID: PMC10632090.
      View in: PubMed   Mentions: 40     Fields:    Translation:Humans
    7. Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling. Med Image Anal. 2023 01; 83:102672. Ezhov I, Scibilia K, Franitza K, Steinbauer F, Shit S, Zimmer L, Lipkova J, Kofler F, Paetzold JC, Canalini L, Waldmannstetter D, Menten MJ, Metz M, Wiestler B, Menze B. PMID: 36395623.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    8. Artificial intelligence for multimodal data integration in oncology. Cancer Cell. 2022 10 10; 40(10):1095-1110. Lipkova J, Chen RJ, Chen B, Lu MY, Barbieri M, Shao D, Vaidya AJ, Chen C, Zhuang L, Williamson DFK, Shaban M, Chen TY, Mahmood F. PMID: 36220072; PMCID: PMC10655164.
      View in: PubMed   Mentions: 95     Fields:    Translation:Humans
    9. Pan-cancer integrative histology-genomic analysis via multimodal deep learning. Cancer Cell. 2022 08 08; 40(8):865-878.e6. Chen RJ, Lu MY, Williamson DFK, Chen TY, Lipkova J, Noor Z, Shaban M, Shady M, Williams M, Joo B, Mahmood F. PMID: 35944502; PMCID: PMC10397370.
      View in: PubMed   Mentions: 89     Fields:    Translation:Humans
    10. Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models. IEEE Trans Med Imaging. 2022 05; 41(5):1269-1278. Ezhov I, Mot T, Shit S, Lipkova J, Paetzold JC, Kofler F, Pellegrini C, Kollovieh M, Navarro F, Li H, Metz M, Wiestler B, Menze B. PMID: 34928790.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    11. Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies. Nat Med. 2022 03; 28(3):575-582. Lipkova J, Chen TY, Lu MY, Chen RJ, Shady M, Williams M, Wang J, Noor Z, Mitchell RN, Turan M, Coskun G, Yilmaz F, Demir D, Nart D, Basak K, Turhan N, Ozkara S, Banz Y, Odening KE, Mahmood F. PMID: 35314822; PMCID: PMC9353336.
      View in: PubMed   Mentions: 24     Fields:    Translation:Humans
    12. Federated learning for computational pathology on gigapixel whole slide images. Med Image Anal. 2022 02; 76:102298. Lu MY, Chen RJ, Kong D, Lipkova J, Singh R, Williamson DFK, Chen TY, Mahmood F. PMID: 34911013; PMCID: PMC9340569.
      View in: PubMed   Mentions: 40     Fields:    Translation:Humans
    13. The Relationship between Physical Fitness and Selected Anthropometric and Cardiometabolic Parameters in Adults. Iran J Public Health. 2021 Aug; 50(8):1732-1734. Lipkova J, Medekova H, Chovanec L, Hirosova K, Samohyl M, Kachutova I, Argalasova L, Jurkovicova J. PMID: 34917548; PMCID: PMC8643512.
      View in: PubMed   Mentions:
    14. AI-based pathology predicts origins for cancers of unknown primary. Nature. 2021 06; 594(7861):106-110. Lu MY, Chen TY, Williamson DFK, Zhao M, Shady M, Lipkova J, Mahmood F. PMID: 33953404.
      View in: PubMed   Mentions: 179     Fields:    Translation:Humans
    15. BraTS Toolkit: Translating BraTS Brain Tumor Segmentation Algorithms Into Clinical and Scientific Practice. Front Neurosci. 2020; 14:125. Kofler F, Berger C, Waldmannstetter D, Lipkova J, Ezhov I, Tetteh G, Kirschke J, Zimmer C, Wiestler B, Menze BH. PMID: 32410929; PMCID: PMC7201293.
      View in: PubMed   Mentions: 37  
    16. CXCR4-Targeted PET Imaging of Central Nervous System B-Cell Lymphoma. J Nucl Med. 2020 12; 61(12):1765-1771. Herhaus P, Lipkova J, Lammer F, Yakushev I, Vag T, Slotta-Huspenina J, Habringer S, Lapa C, Pukrop T, Hellwig D, Wiestler B, Buck AK, Deckert M, Wester HJ, Bassermann F, Schwaiger M, Weber W, Menze B, Keller U. PMID: 32332145.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    17. Predicting Glioblastoma Recurrence from Preoperative MR Scans Using Fractional-Anisotropy Maps with Free-Water Suppression. Cancers (Basel). 2020 Mar 19; 12(3). Metz MC, Molina-Romero M, Lipkova J, Gempt J, Liesche-Starnecker F, Eichinger P, Grundl L, Menze B, Combs SE, Zimmer C, Wiestler B. PMID: 32204544; PMCID: PMC7140058.
      View in: PubMed   Mentions: 19  
    18. Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference. IEEE Trans Med Imaging. 2019 08; 38(8):1875-1884. Lipkova J, Angelikopoulos P, Wu S, Alberts E, Wiestler B, Diehl C, Preibisch C, Pyka T, Combs SE, Hadjidoukas P, Van Leemput K, Koumoutsakos P, Lowengrub J, Menze B. PMID: 30835219; PMCID: PMC7170051.
      View in: PubMed   Mentions: 45     Fields:    Translation:Humans
    19. Automated Whole-Body Bone Lesion Detection for Multiple Myeloma on 68Ga-Pentixafor PET/CT Imaging Using Deep Learning Methods. Contrast Media Mol Imaging. 2018; 2018:2391925. Xu L, Tetteh G, Lipkova J, Zhao Y, Li H, Christ P, Piraud M, Buck A, Shi K, Menze BH. PMID: 29531504; PMCID: PMC5817261.
      View in: PubMed   Mentions: 26     Fields:    Translation:Humans
    20. Importance of the assessment of coenzyme Q10, alpha-tocopherol and oxidative stress for the diagnosis and therapy of infertility in men. Bratisl Lek Listy. 2013; 114(11):607-9. Gvozdjakova A, Kucharska J, Lipkova J, Bartolcicova B, Dubravicky J, Vorakova M, Cernakova I, Singh RB. PMID: 24236426.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
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