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CaDIS: Cataract dataset for surgical RGB-image segmentation.
Grammatikopoulou M, Flouty E, Kadkhodamohammadi A, Quellec G, Chow A, Nehme J, Luengo I, Stoyanov D. Grammatikopoulou M, et al. Among authors: luengo i. Med Image Anal. 2021 Jul;71:102053. doi: 10.1016/j.media.2021.102053. Epub 2021 Mar 31. Med Image Anal. 2021. PMID: 33864969 Free article.
EasyLabels: weak labels for scene segmentation in laparoscopic videos.
Fuentes-Hurtado F, Kadkhodamohammadi A, Flouty E, Barbarisi S, Luengo I, Stoyanov D. Fuentes-Hurtado F, et al. Among authors: luengo i. Int J Comput Assist Radiol Surg. 2019 Jul;14(7):1247-1257. doi: 10.1007/s11548-019-02003-2. Epub 2019 Jun 4. Int J Comput Assist Radiol Surg. 2019. PMID: 31165349
Automated operative workflow analysis of endoscopic pituitary surgery using machine learning: development and preclinical evaluation (IDEAL stage 0).
Khan DZ, Luengo I, Barbarisi S, Addis C, Culshaw L, Dorward NL, Haikka P, Jain A, Kerr K, Koh CH, Layard Horsfall H, Muirhead W, Palmisciano P, Vasey B, Stoyanov D, Marcus HJ. Khan DZ, et al. Among authors: luengo i. J Neurosurg. 2021 Nov 5:1-8. doi: 10.3171/2021.6.JNS21923. Online ahead of print. J Neurosurg. 2021. PMID: 34740198 Free PMC article.
Data-centric multi-task surgical phase estimation with sparse scene segmentation.
Sanchez-Matilla R, Robu M, Grammatikopoulou M, Luengo I, Stoyanov D. Sanchez-Matilla R, et al. Among authors: luengo i. Int J Comput Assist Radiol Surg. 2022 May;17(5):953-960. doi: 10.1007/s11548-022-02616-0. Epub 2022 May 3. Int J Comput Assist Radiol Surg. 2022. PMID: 35505149 Free PMC article.
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Nwoye CI, Alapatt D, Yu T, Vardazaryan A, Xia F, Zhao Z, Xia T, Jia F, Yang Y, Wang H, Yu D, Zheng G, Duan X, Getty N, Sanchez-Matilla R, Robu M, Zhang L, Chen H, Wang J, Wang L, Zhang B, Gerats B, Raviteja S, Sathish R, Tao R, Kondo S, Pang W, Ren H, Abbing JR, Sarhan MH, Bodenstedt S, Bhasker N, Oliveira B, Torres HR, Ling L, Gaida F, Czempiel T, Vilaça JL, Morais P, Fonseca J, Egging RM, Wijma IN, Qian C, Bian G, Li Z, Balasubramanian V, Sheet D, Luengo I, Zhu Y, Ding S, Aschenbrenner JA, van der Kar NE, Xu M, Islam M, Seenivasan L, Jenke A, Stoyanov D, Mutter D, Mascagni P, Seeliger B, Gonzalez C, Padoy N. Nwoye CI, et al. Among authors: luengo i. Med Image Anal. 2023 May;86:102803. doi: 10.1016/j.media.2023.102803. Epub 2023 Mar 27. Med Image Anal. 2023. PMID: 37004378
Self-knowledge distillation for surgical phase recognition.
Zhang J, Barbarisi S, Kadkhodamohammadi A, Stoyanov D, Luengo I. Zhang J, et al. Among authors: luengo i. Int J Comput Assist Radiol Surg. 2024 Jan;19(1):61-68. doi: 10.1007/s11548-023-02970-7. Epub 2023 Jun 20. Int J Comput Assist Radiol Surg. 2024. PMID: 37340283
A spatio-temporal network for video semantic segmentation in surgical videos.
Grammatikopoulou M, Sanchez-Matilla R, Bragman F, Owen D, Culshaw L, Kerr K, Stoyanov D, Luengo I. Grammatikopoulou M, et al. Among authors: luengo i. Int J Comput Assist Radiol Surg. 2024 Feb;19(2):375-382. doi: 10.1007/s11548-023-02971-6. Epub 2023 Jun 22. Int J Comput Assist Radiol Surg. 2024. PMID: 37347345
Artificial intelligence for the real-time classification of intrapapillary capillary loop patterns in the endoscopic diagnosis of early oesophageal squamous cell carcinoma: A proof-of-concept study.
Everson M, Herrera L, Li W, Luengo IM, Ahmad O, Banks M, Magee C, Alzoubaidi D, Hsu HM, Graham D, Vercauteren T, Lovat L, Ourselin S, Kashin S, Wang HP, Wang WL, Haidry RJ. Everson M, et al. Among authors: luengo im. United European Gastroenterol J. 2019 Mar;7(2):297-306. doi: 10.1177/2050640618821800. Epub 2019 Jan 6. United European Gastroenterol J. 2019. PMID: 31080614 Free PMC article.
13 results