Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools
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Published:2024-06-25
Issue:7
Volume:21
Page:1316-1328
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ISSN:1548-7091
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Container-title:Nature Methods
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language:en
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Short-container-title:Nat Methods
Author:
Biderman DanORCID, Whiteway Matthew R.ORCID, Hurwitz Cole, Greenspan Nicholas, Lee Robert S., Vishnubhotla Ankit, Warren Richard, Pedraja FedericoORCID, Noone Dillon, Schartner Michael M.ORCID, Huntenburg Julia M., Khanal Anup, Meijer Guido T., Noel Jean-Paul, Pan-Vazquez Alejandro, Socha Karolina Z., Urai Anne E.ORCID, , Abbot Larry, Acerbi Luigi, Aguillon-Rodriguez Valeria, Ahmadi Mandana, Amjad Jaweria, Angelaki Dora, Arlandis Jaime, Ashwood Zoe C., Banga Kush, Barrell Hailey, Bayer Hannah M., Benson Brandon, Benson Julius, Bhagat Jai, Birman Dan, Bonacchi Niccolò, Bougrova Kcenia, Boussard Julien, Bruijns Sebastian A., Buchanan E. Kelly, Campbell Robert, Carandini Matteo, Catarino Joana A., Cazettes Fanny, Chapuis Gaelle A., Churchland Anne K., Dan Yang, Davatolhagh Felicia, Dayan Peter, Denève Sophie, DeWitt Eric E. J., Dong Ling Liang, Engel Tatiana, Fabbri Michele, Faulkner Mayo, Fetcho Robert, Fiete Ila, Findling Charles, Freitas-Silva Laura, Ganguli Surya, Gercek Berk, Ghani Naureen, Gordeliy Ivan, Haetzel Laura M., Harris Kenneth D., Hausser Michael, Hiratani Naoki, Hofer Sonja, Hu Fei, Huber Felix, Hurwitz Cole, Khanal Anup, Krasniak Christopher S., Krishnagopal Sanjukta, Krumin Michael, Kundu Debottam, Landemard Agnès, Langdon Christopher, Langfield Christopher, Laranjeira Inês, Latham Peter, Lau Petrina, Lee Hyun Dong, Liu Ari, Mainen Zachary F., Makri-Cottington Amalia, Martinez-Vergara Hernando, McMannon Brenna, McRoberts Isaiah, Meijer Guido T., Melin Maxwell, Meshulam Leenoy, Miller Kim, Miska Nathaniel J., Mitelut Catalin, Mohammadi Zeinab, Mrsic-Flogel Thomas, Murakami Masayoshi, Noel Jean-Paul, Nylund Kai, Oloomi Farideh, Pan-Vazquez Alejandro, Paninski Liam, Pezzotta Alberto, Picard Samuel, Pillow Jonathan W., Pouget Alexandre, Rau Florian, Rossant Cyrille, Roth Noam, Roy Nicholas A., Saniee Kamron, Schaeffer Rylan, Schartner Michael M., Shi Yanliang, Soares Carolina, Socha Karolina Z., Soitu Cristian, Steinmetz Nicholas A., Svoboda Karel, Taheri Marsa, Tessereau Charline, Urai Anne E., Varol Erdem, Wells Miles J., West Steven J., Whiteway Matthew R., Windolf Charles, Winter Olivier, Witten Ilana, Wool Lauren E., Xu Zekai, Yu Han, Zador Anthony M., Zhang Yizi, Cunningham John P.ORCID, Sawtell Nathaniel B., Paninski Liam
Publisher
Springer Science and Business Media LLC
Reference74 articles.
1. Krakauer, J. W., Ghazanfar, A. A., Gomez-Marin, A., MacIver, M. A. & Poeppel, D. Neuroscience needs behavior: correcting a reductionist bias. Neuron 93, 480–490 (2017). 2. Branson, K., Robie, A. A., Bender, J., Perona, P. & Dickinson, M. H. High-throughput ethomics in large groups of Drosophila. Nat. Methods 6, 451–457 (2009). 3. Berman, G. J., Choi, D. M., Bialek, W. & Shaevitz, J. W. Mapping the stereotyped behaviour of freely moving fruit flies. J. Royal Soc. Interface 11, 20140672 (2014). 4. Wiltschko, A. B. et al. Mapping sub-second structure in mouse behavior. Neuron 88, 1121–1135 (2015). 5. Wiltschko, A. B. et al. Revealing the structure of pharmacobehavioral space through motion sequencing. Nat. Neurosci. 23, 1433–1443 (2020).
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