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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.
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Humans
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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.
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Humans
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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.
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15 Fields:
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Humans
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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.
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22 Fields:
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Humans
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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.
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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.
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14 Fields:
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Humans
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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.
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20 Fields:
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Humans
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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.
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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.
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91 Fields:
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Humans
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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.
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PubMed Mentions:
24
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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.
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17 Fields:
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Humans
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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.
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14
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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.
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PubMed Mentions:
32 Fields:
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Humans
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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.
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25 Fields:
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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.
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PubMed Mentions:
4 Fields:
Translation:
Humans