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Page 1
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology.
Kapse S, Pati P, Das S, Zhang J, Chen C, Vakalopoulou M, Saltz J, Samaras D, Gupta RR, Prasanna P. Kapse S, et al. Among authors: vakalopoulou m. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2024 Jun;2024:11226-11237. doi: 10.1109/cvpr52733.2024.01067. Epub 2024 Sep 16. Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit. 2024. PMID: 39606709 Free PMC article.
Automatic gross tumor volume segmentation with failure detection for safe implementation in locally advanced cervical cancer.
Rouhi R, Niyoteka S, Carré A, Achkar S, Laurent PA, Ba MB, Veres C, Henry T, Vakalopoulou M, Sun R, Espenel S, Mrissa L, Laville A, Chargari C, Deutsch E, Robert C. Rouhi R, et al. Among authors: vakalopoulou m. Phys Imaging Radiat Oncol. 2024 Apr 13;30:100578. doi: 10.1016/j.phro.2024.100578. eCollection 2024 Apr. Phys Imaging Radiat Oncol. 2024. PMID: 38912007 Free PMC article.
Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial.
Mosele F, Deluche E, Lusque A, Le Bescond L, Filleron T, Pradat Y, Ducoulombier A, Pistilli B, Bachelot T, Viret F, Levy C, Signolle N, Alfaro A, Tran DTN, Garberis IJ, Talbot H, Christodoulidis S, Vakalopoulou M, Droin N, Stourm A, Kobayashi M, Kakegawa T, Lacroix L, Saulnier P, Job B, Deloger M, Jimenez M, Mahier C, Baris V, Laplante P, Kannouche P, Marty V, Lacroix-Triki M, Diéras V, André F. Mosele F, et al. Among authors: vakalopoulou m. Nat Med. 2023 Aug;29(8):2110-2120. doi: 10.1038/s41591-023-02478-2. Epub 2023 Jul 24. Nat Med. 2023. PMID: 37488289 Free PMC article. Clinical Trial.
Deep Learning: Basics and Convolutional Neural Networks (CNNs).
Vakalopoulou M, Christodoulidis S, Burgos N, Colliot O, Lepetit V. Vakalopoulou M, et al. 2023 Jul 23. In: Colliot O, editor. Machine Learning for Brain Disorders [Internet]. New York, NY: Humana; 2023. Chapter 3. 2023 Jul 23. In: Colliot O, editor. Machine Learning for Brain Disorders [Internet]. New York, NY: Humana; 2023. Chapter 3. PMID: 37988533 Free Books & Documents. Review.
Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer.
Chounta S, Allodji R, Vakalopoulou M, Bentriou M, Do DT, De Vathaire F, Diallo I, Fresneau B, Charrier T, Zossou V, Christodoulidis S, Lemler S, Letort Le Chevalier V. Chounta S, et al. Among authors: vakalopoulou m. Cancers (Basel). 2023 Jun 8;15(12):3107. doi: 10.3390/cancers15123107. Cancers (Basel). 2023. PMID: 37370717 Free PMC article.
Prognostic value of automated assessment of interstitial lung disease on CT in systemic sclerosis.
Le Gall A, Hoang-Thi TN, Porcher R, Dunogué B, Berezné A, Guillevin L, Le Guern V, Cohen P, Chaigne B, London J, Groh M, Paule R, Chassagnon G, Vakalopoulou M, Dinh-Xuan AT, Revel MP, Mouthon L, Régent A. Le Gall A, et al. Among authors: vakalopoulou m. Rheumatology (Oxford). 2024 Jan 4;63(1):103-110. doi: 10.1093/rheumatology/kead164. Rheumatology (Oxford). 2024. PMID: 37074923
Artificial intelligence in lung cancer: current applications and perspectives.
Chassagnon G, De Margerie-Mellon C, Vakalopoulou M, Marini R, Hoang-Thi TN, Revel MP, Soyer P. Chassagnon G, et al. Among authors: vakalopoulou m. Jpn J Radiol. 2023 Mar;41(3):235-244. doi: 10.1007/s11604-022-01359-x. Epub 2022 Nov 9. Jpn J Radiol. 2023. PMID: 36350524 Free PMC article. Review.
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning.
Hering A, Hansen L, Mok TCW, Chung ACS, Siebert H, Hager S, Lange A, Kuckertz S, Heldmann S, Shao W, Vesal S, Rusu M, Sonn G, Estienne T, Vakalopoulou M, Han L, Huang Y, Yap PT, Brudfors M, Balbastre Y, Joutard S, Modat M, Lifshitz G, Raviv D, Lv J, Li Q, Jaouen V, Visvikis D, Fourcade C, Rubeaux M, Pan W, Xu Z, Jian B, De Benetti F, Wodzinski M, Gunnarsson N, Sjolund J, Grzech D, Qiu H, Li Z, Thorley A, Duan J, Grosbrohmer C, Hoopes A, Reinertsen I, Xiao Y, Landman B, Huo Y, Murphy K, Lessmann N, van Ginneken B, Dalca AV, Heinrich MP. Hering A, et al. Among authors: vakalopoulou m. IEEE Trans Med Imaging. 2023 Mar;42(3):697-712. doi: 10.1109/TMI.2022.3213983. Epub 2023 Mar 2. IEEE Trans Med Imaging. 2023. PMID: 36264729
24 results