Wenzel M - Search Results

1

From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology.

Springenberg M, Frommholz A, Wenzel M, Weicken E, Ma J, Strodthoff N. Springenberg M, et al. Among authors: wenzel m. Med Image Anal. 2023 Jul;87:102809. doi: 10.1016/j.media.2023.102809. Epub 2023 Apr 28. Med Image Anal. 2023. PMID: 37201221

2

UDSMProt: universal deep sequence models for protein classification.

Strodthoff N, Wagner P, Wenzel M, Samek W. Strodthoff N, et al. Among authors: wenzel m. Bioinformatics. 2020 Apr 15;36(8):2401-2409. doi: 10.1093/bioinformatics/btaa003. Bioinformatics. 2020. PMID: 31913448 Free PMC article.

3

USMPep: universal sequence models for major histocompatibility complex binding affinity prediction.

Vielhaben J, Wenzel M, Samek W, Strodthoff N. Vielhaben J, et al. Among authors: wenzel m. BMC Bioinformatics. 2020 Jul 2;21(1):279. doi: 10.1186/s12859-020-03631-1. BMC Bioinformatics. 2020. PMID: 32615972 Free PMC article.

4

Evaluation framework to guide implementation of AI systems into healthcare settings.

Reddy S, Rogers W, Makinen VP, Coiera E, Brown P, Wenzel M, Weicken E, Ansari S, Mathur P, Casey A, Kelly B. Reddy S, et al. Among authors: wenzel m. BMJ Health Care Inform. 2021 Oct;28(1):e100444. doi: 10.1136/bmjhci-2021-100444. BMJ Health Care Inform. 2021. PMID: 34642177 Free PMC article. Review.

5

Machine Learning for Health: Algorithm Auditing & Quality Control.

Oala L, Murchison AG, Balachandran P, Choudhary S, Fehr J, Leite AW, Goldschmidt PG, Johner C, Schörverth EDM, Nakasi R, Meyer M, Cabitza F, Baird P, Prabhu C, Weicken E, Liu X, Wenzel M, Vogler S, Akogo D, Alsalamah S, Kazim E, Koshiyama A, Piechottka S, Macpherson S, Shadforth I, Geierhofer R, Matek C, Krois J, Sanguinetti B, Arentz M, Bielik P, Calderon-Ramirez S, Abbood A, Langer N, Haufe S, Kherif F, Pujari S, Samek W, Wiegand T. Oala L, et al. Among authors: wenzel m. J Med Syst. 2021 Nov 2;45(12):105. doi: 10.1007/s10916-021-01783-y. J Med Syst. 2021. PMID: 34729675 Free PMC article.

6

Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements.

Sattler F, Ma J, Wagner P, Neumann D, Wenzel M, Schäfer R, Samek W, Müller KR, Wiegand T. Sattler F, et al. Among authors: wenzel m. NPJ Digit Med. 2020 Oct 6;3:129. doi: 10.1038/s41746-020-00340-0. eCollection 2020. NPJ Digit Med. 2020. PMID: 33083564 Free PMC article.

7

[No title available]

[No authors listed] [No authors listed] PMID: 34611266

8

WHO and ITU establish benchmarking process for artificial intelligence in health.

Wiegand T, Krishnamurthy R, Kuglitsch M, Lee N, Pujari S, Salathé M, Wenzel M, Xu S. Wiegand T, et al. Among authors: wenzel m. Lancet. 2019 Jul 6;394(10192):9-11. doi: 10.1016/S0140-6736(19)30762-7. Epub 2019 Mar 29. Lancet. 2019. PMID: 30935732 No abstract available.

9

Automatic classification of dopamine transporter SPECT: deep convolutional neural networks can be trained to be robust with respect to variable image characteristics.

Wenzel M, Milletari F, Krüger J, Lange C, Schenk M, Apostolova I, Klutmann S, Ehrenburg M, Buchert R. Wenzel M, et al. Eur J Nucl Med Mol Imaging. 2019 Dec;46(13):2800-2811. doi: 10.1007/s00259-019-04502-5. Epub 2019 Aug 31. Eur J Nucl Med Mol Imaging. 2019. PMID: 31473800

10

Classification of Eye Fixation Related Potentials for Variable Stimulus Saliency.

Wenzel MA, Golenia JE, Blankertz B. Wenzel MA, et al. Front Neurosci. 2016 Feb 15;10:23. doi: 10.3389/fnins.2016.00023. eCollection 2016. Front Neurosci. 2016. PMID: 26912993 Free PMC article.

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