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Medical large language models are susceptible to targeted misinformation attacks.
Han T, Nebelung S, Khader F, Wang T, Müller-Franzes G, Kuhl C, Försch S, Kleesiek J, Haarburger C, Bressem KK, Kather JN, Truhn D. Han T, et al. Among authors: muller franzes g. NPJ Digit Med. 2024 Oct 23;7(1):288. doi: 10.1038/s41746-024-01282-7. NPJ Digit Med. 2024. PMID: 39443664 Free PMC article.
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report.
Huijben EMC, Terpstra ML, Galapon AJ, Pai S, Thummerer A, Koopmans P, Afonso M, van Eijnatten M, Gurney-Champion O, Chen Z, Zhang Y, Zheng K, Li C, Pang H, Ye C, Wang R, Song T, Fan F, Qiu J, Huang Y, Ha J, Sung Park J, Alain-Beaudoin A, Bériault S, Yu P, Guo H, Huang Z, Li G, Zhang X, Fan Y, Liu H, Xin B, Nicolson A, Zhong L, Deng Z, Müller-Franzes G, Khader F, Li X, Zhang Y, Hémon C, Boussot V, Zhang Z, Wang L, Bai L, Wang S, Mus D, Kooiman B, Sargeant CAH, Henderson EGA, Kondo S, Kasai S, Karimzadeh R, Ibragimov B, Helfer T, Dafflon J, Chen Z, Wang E, Perko Z, Maspero M. Huijben EMC, et al. Among authors: muller franzes g. Med Image Anal. 2024 Oct;97:103276. doi: 10.1016/j.media.2024.103276. Epub 2024 Jul 17. Med Image Anal. 2024. PMID: 39068830 Free article.
Weakly Supervised Deep Learning in Radiology.
Misera L, Müller-Franzes G, Truhn D, Kather JN. Misera L, et al. Among authors: muller franzes g. Radiology. 2024 Jul;312(1):e232085. doi: 10.1148/radiol.232085. Radiology. 2024. PMID: 39041937 Review.
Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance.
Niehues JM, Müller-Franzes G, Schirris Y, Wagner SJ, Jendrusch M, Kloor M, Pearson AT, Muti HS, Hewitt KJ, Veldhuizen GP, Zigutyte L, Truhn D, Kather JN. Niehues JM, et al. Among authors: muller franzes g. Comput Biol Med. 2024 Jun;175:108410. doi: 10.1016/j.compbiomed.2024.108410. Epub 2024 Apr 4. Comput Biol Med. 2024. PMID: 38678938 Free article.
Encrypted federated learning for secure decentralized collaboration in cancer image analysis.
Truhn D, Tayebi Arasteh S, Saldanha OL, Müller-Franzes G, Khader F, Quirke P, West NP, Gray R, Hutchins GGA, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Brobeil A, Yuan T, Chang-Claude J, Hoffmeister M, Foersch S, Han T, Keil S, Schulze-Hagen M, Isfort P, Bruners P, Kaissis G, Kuhl C, Nebelung S, Kather JN. Truhn D, et al. Among authors: muller franzes g. Med Image Anal. 2024 Feb;92:103059. doi: 10.1016/j.media.2023.103059. Epub 2023 Dec 7. Med Image Anal. 2024. PMID: 38104402 Free PMC article.
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