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Using chest CT scan and unsupervised machine learning for predicting and evaluating response to lumacaftor-ivacaftor in people with cystic fibrosis.
Campredon A, Battistella E, Martin C, Durieu I, Mely L, Marguet C, Belleguic C, Murris-Espin M, Chiron R, Fanton A, Bui S, Reynaud-Gaubert M, Reix P, Hoang-Thi TN, Vakalopoulou M, Revel MP, Da Silva J, Burgel PR, Chassagnon G; French Cystic Fibrosis Reference Network Study Group. Campredon A, et al. Among authors: battistella e. Eur Respir J. 2021 Nov 18:2101344. doi: 10.1183/13993003.01344-2021. Online ahead of print. Eur Respir J. 2021. PMID: 34795038
AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia.
Chassagnon G, Vakalopoulou M, Battistella E, Christodoulidis S, Hoang-Thi TN, Dangeard S, Deutsch E, Andre F, Guillo E, Halm N, El Hajj S, Bompard F, Neveu S, Hani C, Saab I, Campredon A, Koulakian H, Bennani S, Freche G, Barat M, Lombard A, Fournier L, Monnier H, Grand T, Gregory J, Nguyen Y, Khalil A, Mahdjoub E, Brillet PY, Tran Ba S, Bousson V, Mekki A, Carlier RY, Revel MP, Paragios N. Chassagnon G, et al. Among authors: battistella e. Med Image Anal. 2021 Jan;67:101860. doi: 10.1016/j.media.2020.101860. Epub 2020 Oct 15. Med Image Anal. 2021. PMID: 33171345 Free PMC article.
Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation.
Estienne T, Lerousseau M, Vakalopoulou M, Alvarez Andres E, Battistella E, Carré A, Chandra S, Christodoulidis S, Sahasrabudhe M, Sun R, Robert C, Talbot H, Paragios N, Deutsch E. Estienne T, et al. Among authors: battistella e. Front Comput Neurosci. 2020 Mar 20;14:17. doi: 10.3389/fncom.2020.00017. eCollection 2020. Front Comput Neurosci. 2020. PMID: 32265680 Free PMC article.
Dosimetry-Driven Quality Measure of Brain Pseudo Computed Tomography Generated From Deep Learning for MRI-Only Radiation Therapy Treatment Planning.
Alvarez Andres E, Fidon L, Vakalopoulou M, Lerousseau M, Carré A, Sun R, Klausner G, Ammari S, Benzazon N, Reuzé S, Estienne T, Niyoteka S, Battistella E, Rouyar A, Noël G, Beaudre A, Dhermain F, Deutsch E, Paragios N, Robert C. Alvarez Andres E, et al. Among authors: battistella e. Int J Radiat Oncol Biol Phys. 2020 Nov 1;108(3):813-823. doi: 10.1016/j.ijrobp.2020.05.006. Epub 2020 May 14. Int J Radiat Oncol Biol Phys. 2020. PMID: 32417412
Standardization of brain MR images across machines and protocols: bridging the gap for MRI-based radiomics.
Carré A, Klausner G, Edjlali M, Lerousseau M, Briend-Diop J, Sun R, Ammari S, Reuzé S, Alvarez Andres E, Estienne T, Niyoteka S, Battistella E, Vakalopoulou M, Dhermain F, Paragios N, Deutsch E, Oppenheim C, Pallud J, Robert C. Carré A, et al. Among authors: battistella e. Sci Rep. 2020 Jul 23;10(1):12340. doi: 10.1038/s41598-020-69298-z. Sci Rep. 2020. PMID: 32704007 Free PMC article.
Radiomics to predict outcomes and abscopal response of patients with cancer treated with immunotherapy combined with radiotherapy using a validated signature of CD8 cells.
Sun R, Sundahl N, Hecht M, Putz F, Lancia A, Rouyar A, Milic M, Carré A, Battistella E, Alvarez Andres E, Niyoteka S, Romano E, Louvel G, Durand-Labrunie J, Bockel S, Bahleda R, Robert C, Boutros C, Vakalopoulou M, Paragios N, Frey B, Soria JC, Massard C, Ferté C, Fietkau R, Ost P, Gaipl U, Deutsch E. Sun R, et al. Among authors: battistella e. J Immunother Cancer. 2020 Nov;8(2):e001429. doi: 10.1136/jitc-2020-001429. J Immunother Cancer. 2020. PMID: 33188037 Free PMC article.
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures.
Battistella E, Vakalopoulou M, Sun R, Estienne T, Lerousseau M, Nikolaev S, Andres EA, Carre A, Niyoteka S, Robert C, Paragios N, Deutsch E. Battistella E, et al. IEEE/ACM Trans Comput Biol Bioinform. 2022 Nov-Dec;19(6):3317-3331. doi: 10.1109/TCBB.2021.3123910. Epub 2022 Dec 8. IEEE/ACM Trans Comput Biol Bioinform. 2022. PMID: 34714749 Free article.
[Artificial intelligence, radiomics and pathomics to predict response and survival of patients treated with radiations].
Sun R, Lerousseau M, Henry T, Carré A, Leroy A, Estienne T, Niyoteka S, Bockel S, Rouyar A, Alvarez Andres É, Benzazon N, Battistella E, Classe M, Robert C, Scoazec JY, Deutsch É. Sun R, et al. Among authors: battistella e. Cancer Radiother. 2021 Oct;25(6-7):630-637. doi: 10.1016/j.canrad.2021.06.027. Epub 2021 Jul 17. Cancer Radiother. 2021. PMID: 34284970 Review. French.
Systematic Screening of COVID-19 Disease Based on Chest CT and RT-PCR for Cancer Patients Undergoing Radiation Therapy in a Coronavirus French Hotspot.
Sun R, Achkar S, Ammari S, Bockel S, Gallois E, Bayle A, Battistella E, Salviat F, Merad M, Laville A, Ka K, Griscelli F, Albiges L, Barlesi F, Bossi A, Rivera S, Chargari C, Deutsch E. Sun R, et al. Among authors: battistella e. Int J Radiat Oncol Biol Phys. 2021 Jul 15;110(4):947-956. doi: 10.1016/j.ijrobp.2021.02.022. Epub 2021 Feb 17. Int J Radiat Oncol Biol Phys. 2021. PMID: 33609591 Free PMC article.
39 results