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Deep learning for biomedical photoacoustic imaging: A review.
Gröhl J, Schellenberg M, Dreher K, Maier-Hein L. Gröhl J, et al. Photoacoustics. 2021 Feb 2;22:100241. doi: 10.1016/j.pacs.2021.100241. eCollection 2021 Jun. Photoacoustics. 2021. PMID: 33717977 Free PMC article. Review.
Learned spectral decoloring enables photoacoustic oximetry.
Gröhl J, Kirchner T, Adler TJ, Hacker L, Holzwarth N, Hernández-Aguilera A, Herrera MA, Santos E, Bohndiek SE, Maier-Hein L. Gröhl J, et al. Sci Rep. 2021 Mar 22;11(1):6565. doi: 10.1038/s41598-021-83405-8. Sci Rep. 2021. PMID: 33753769 Free PMC article.
Heidelberg colorectal data set for surgical data science in the sensor operating room.
Maier-Hein L, Wagner M, Ross T, Reinke A, Bodenstedt S, Full PM, Hempe H, Mindroc-Filimon D, Scholz P, Tran TN, Bruno P, Kisilenko A, Müller B, Davitashvili T, Capek M, Tizabi MD, Eisenmann M, Adler TJ, Gröhl J, Schellenberg M, Seidlitz S, Lai TYE, Pekdemir B, Roethlingshoefer V, Both F, Bittel S, Mengler M, Mündermann L, Apitz M, Kopp-Schneider A, Speidel S, Nickel F, Probst P, Kenngott HG, Müller-Stich BP. Maier-Hein L, et al. Sci Data. 2021 Apr 12;8(1):101. doi: 10.1038/s41597-021-00882-2. Sci Data. 2021. PMID: 33846356 Free PMC article.
Semantic segmentation of multispectral photoacoustic images using deep learning.
Schellenberg M, Dreher KK, Holzwarth N, Isensee F, Reinke A, Schreck N, Seitel A, Tizabi MD, Maier-Hein L, Gröhl J. Schellenberg M, et al. Photoacoustics. 2022 Mar 5;26:100341. doi: 10.1016/j.pacs.2022.100341. eCollection 2022 Jun. Photoacoustics. 2022. PMID: 35371919 Free PMC article.
142 results