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Jana Lipkova, Ph.D.



Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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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. 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. Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models. IEEE Trans Med Imaging. 2022 05; 41(5):1269-1278. PMID: 34928790.
    Citations:    Fields:    Translation:Humans
  2. 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. Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies. Nat Med. 2022 03; 28(3):575-582. PMID: 35314822; PMCID: PMC9353336.
    Citations:    Fields:    Translation:Humans
  3. Lu MY, Chen RJ, Kong D, Lipkova J, Singh R, Williamson DFK, Chen TY, Mahmood F. Federated learning for computational pathology on gigapixel whole slide images. Med Image Anal. 2022 02; 76:102298. PMID: 34911013; PMCID: PMC9340569.
    Citations: 3     Fields:    Translation:Humans
  4. Lipkova J, Medekova H, Chovanec L, Hirosova K, Samohyl M, Kachutova I, Argalasova L, Jurkovicova J. The Relationship between Physical Fitness and Selected Anthropometric and Cardiometabolic Parameters in Adults. Iran J Public Health. 2021 Aug; 50(8):1732-1734. PMID: 34917548.
  5. Lu MY, Chen TY, Williamson DFK, Zhao M, Shady M, Lipkova J, Mahmood F. AI-based pathology predicts origins for cancers of unknown primary. Nature. 2021 06; 594(7861):106-110. PMID: 33953404.
    Citations: 28     Fields:    Translation:Humans
  6. Kofler F, Berger C, Waldmannstetter D, Lipkova J, Ezhov I, Tetteh G, Kirschke J, Zimmer C, Wiestler B, Menze BH. BraTS Toolkit: Translating BraTS Brain Tumor Segmentation Algorithms Into Clinical and Scientific Practice. Front Neurosci. 2020; 14:125. PMID: 32410929; PMCID: PMC7201293.
    Citations: 12     
  7. 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. CXCR4-Targeted PET Imaging of Central Nervous System B-Cell Lymphoma. J Nucl Med. 2020 12; 61(12):1765-1771. PMID: 32332145.
    Citations: 11     Fields:    Translation:Humans
  8. Metz MC, Molina-Romero M, Lipkova J, Gempt J, Liesche-Starnecker F, Eichinger P, Grundl L, Menze B, Combs SE, Zimmer C, Wiestler B. Predicting Glioblastoma Recurrence from Preoperative MR Scans Using Fractional-Anisotropy Maps with Free-Water Suppression. Cancers (Basel). 2020 Mar 19; 12(3). PMID: 32204544; PMCID: PMC7140058.
    Citations: 8     
  9. 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. Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference. IEEE Trans Med Imaging. 2019 08; 38(8):1875-1884. PMID: 30835219; PMCID: PMC7170051.
    Citations: 22     Fields:    Translation:Humans
  10. Xu L, Tetteh G, Lipkova J, Zhao Y, Li H, Christ P, Piraud M, Buck A, Shi K, Menze BH. 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. PMID: 29531504.
    Citations: 19     Fields:    Translation:Humans
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.