de Souza LA Jr - Search Results

1

Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation.

Mendel R, Rauber D, de Souza LA Jr, Papa JP, Palm C. Mendel R, et al. Among authors: de souza la jr. Comput Biol Med. 2023 Mar;154:106585. doi: 10.1016/j.compbiomed.2023.106585. Epub 2023 Jan 24. Comput Biol Med. 2023. PMID: 36731360 Free article.

2

Vessel and tissue recognition during third-space endoscopy using a deep learning algorithm.

Ebigbo A, Mendel R, Scheppach MW, Probst A, Shahidi N, Prinz F, Fleischmann C, Römmele C, Goelder SK, Braun G, Rauber D, Rueckert T, de Souza LA Jr, Papa J, Byrne M, Palm C, Messmann H. Ebigbo A, et al. Among authors: de souza la jr. Gut. 2022 Dec;71(12):2388-2390. doi: 10.1136/gutjnl-2021-326470. Epub 2022 Sep 15. Gut. 2022. PMID: 36109151 Free PMC article.

3

Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box.

de Souza LA Jr, Mendel R, Strasser S, Ebigbo A, Probst A, Messmann H, Papa JP, Palm C. de Souza LA Jr, et al. Comput Biol Med. 2021 Aug;135:104578. doi: 10.1016/j.compbiomed.2021.104578. Epub 2021 Jun 17. Comput Biol Med. 2021. PMID: 34171639 Free article.

4

Endoscopic prediction of submucosal invasion in Barrett's cancer with the use of artificial intelligence: a pilot study.

Ebigbo A, Mendel R, Rückert T, Schuster L, Probst A, Manzeneder J, Prinz F, Mende M, Steinbrück I, Faiss S, Rauber D, de Souza LA Jr, Papa JP, Deprez PH, Oyama T, Takahashi A, Seewald S, Sharma P, Byrne MF, Palm C, Messmann H. Ebigbo A, et al. Among authors: de souza la jr. Endoscopy. 2021 Sep;53(9):878-883. doi: 10.1055/a-1311-8570. Epub 2021 Feb 11. Endoscopy. 2021. PMID: 33197942

5

Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks.

de Souza LA Jr, Passos LA, Mendel R, Ebigbo A, Probst A, Messmann H, Palm C, Papa JP. de Souza LA Jr, et al. Comput Biol Med. 2020 Nov;126:104029. doi: 10.1016/j.compbiomed.2020.104029. Epub 2020 Oct 10. Comput Biol Med. 2020. PMID: 33059236 Free article.

6

Real-time use of artificial intelligence in the evaluation of cancer in Barrett's oesophagus.

Ebigbo A, Mendel R, Probst A, Manzeneder J, Prinz F, de Souza LA Jr, Papa J, Palm C, Messmann H. Ebigbo A, et al. Among authors: de souza la jr. Gut. 2020 Apr;69(4):615-616. doi: 10.1136/gutjnl-2019-319460. Epub 2019 Sep 20. Gut. 2020. PMID: 31541004 Free PMC article. No abstract available.

7

A survey on Barrett's esophagus analysis using machine learning.

de Souza LA Jr, Palm C, Mendel R, Hook C, Ebigbo A, Probst A, Messmann H, Weber S, Papa JP. de Souza LA Jr, et al. Comput Biol Med. 2018 May 1;96:203-213. doi: 10.1016/j.compbiomed.2018.03.014. Epub 2018 Mar 30. Comput Biol Med. 2018. PMID: 29626734

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