Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images

Autor: Čavojská, Jana, Petrasch, Julian, Lehmann, Nicolas J., Voisard, Agnès, Böttcher, Peter

Publikováno v: Communications biology, 2020, 3(1), pp.1-13

In this paper, we present a deep-learning based method for estimating the 3D structure of a bone from a pair of 2D X-ray images. Our triplet loss-trained neural network selects the most closely matching 3D bone shape from a predefined set of shapes.

Externí odkaz: http://arxiv.org/abs/2001.11499

Estimating and abstracting the 3D structure of feline bones using neural networks on X-ray (2D) images

Autor: Čavojská, Jana, Petrasch, Julian, Mattern, Denny, Lehmann, Nicolas Jens, Voisard, Agnès, Böttcher, Peter

Publikováno v: Communications Biology
Communications Biology, Vol 3, Iss 1, Pp 1-13 (2020)

Computing 3D bone models using traditional Computed Tomography (CT) requires a high-radiation dose, cost and time. We present a fully automated, domain-agnostic method for estimating the 3D structure of a bone from a pair of 2D X-ray images. Our trip

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3b1cd1499dcc64aca04a3c75614b7885
https://pubmed.ncbi.nlm.nih.gov/32606393

The Electronic Bee Spy: Eavesdropping on Honeybee Communication via Electrostatic Field Recordings.

Autor: Paffhausen BH; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Petrasch J; Department Information Science, Freie Universität Berlin, Berlin, Germany., Greggers U; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Duer A; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Wang Z; CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Kunming, China., Menzel S; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Stieber P; CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Kunming, China., Haink K; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Geldenhuys M; Independent Researcher, HAPE Imkerei GmbH, Neulußheim, Germany., Čavojská J; Department Information Science, Freie Universität Berlin, Berlin, Germany., Stein TA; Complex and Distributed IT Systems, Technische Universtät Berlin, Berlin, Germany., Wutke S; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Voigt A; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Coburn J; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany., Menzel R; Department Biology, Neurobiology, Freie Universität Berlin, Berlin, Germany.

Publikováno v: Frontiers in behavioral neuroscience [Front Behav Neurosci] 2021 Apr 28; Vol. 15, pp. 647224. Date of Electronic Publication: 2021 Apr 28 (Print Publication: 2021).