Mackenzie W. Mathis

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Alexander MathisEPFL (Ecole Polytechnique Fédérale de Lausanne / Swiss Federal Institute of Technology)Adresse e-mail validée de epfl.ch
Matthias BethgeTübingen University & Maddox Co-FounderAdresse e-mail validée de bethgelab.org
Steffen SchneiderHelmholtz MunichAdresse e-mail validée de helmholtz-munich.de
Hynek WichterleColumbia UniversityAdresse e-mail validée de columbia.edu
Venkatesh N. MurthyProfessor of MCB & Director of Center for Brain Science, Harvard UniversityAdresse e-mail validée de fas.harvard.edu
Shaokai YeEPFLAdresse e-mail validée de epfl.ch
Gabriella L. BoultingAssistant Professor of Neurobiology, UMass Chan Medical SchoolAdresse e-mail validée de umassmed.edu
Amir PatelAssociate Professor, University College LondonAdresse e-mail validée de ucl.ac.uk
Naoshige UchidaProfessor of Molecular and Cellular Biology, Harvard UniversityAdresse e-mail validée de mcb.harvard.edu
Christoph BockCeMM Research Center for Molecular Medicine (ÖAW) & Medical University of ViennaAdresse e-mail validée de bock.name
George LauderProfessor, Harvard UniversityAdresse e-mail validée de oeb.harvard.edu
Jeremiah Y. CohenAllen Institute for Neural DynamicsAdresse e-mail validée de alleninstitute.org
Mert YuksekgonulStanford UniversityAdresse e-mail validée de stanford.edu
Sandeep Robert DattaProfessor of Neurobiology, Harvard UniversityAdresse e-mail validée de hms.harvard.edu
Tom ManiatisDepartment of Biochemistry and Molecular Biophysics, Columbia UniversityAdresse e-mail validée de columbia.edu
Anastasiia FilippovaAppleAdresse e-mail validée de apple.com
Gary A KaneData Scientist, Alto NeuroscienceAdresse e-mail validée de alumni.princeton.edu
Sebastien B HausmannEPFLAdresse e-mail validée de epfl.ch
Hossein MirzaeiPhD student @ Mathis LabAdresse e-mail validée de epfl.ch

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Mackenzie W. Mathis

Autres nomsMackenzie Weygandt Mathis, Mackenzie Weygandt Amoroso

Swiss Federal Institute of Technology in Lausanne (EPFL)

Adresse e-mail validée de epfl.ch - Page d'accueil

Systems Neuroscience Sensorimotor Control Computer Vision Machine Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning A Mathis, P Mamidanna, KM Cury, T Abe, VN Murthy, MW Mathis, ... Nature Neuroscience 21 (9), 1281-1289, 2018	4265	2018
Using DeepLabCut for 3D markerless pose estimation across species and behaviors. T Nath, A Mathis, AC Chen, A Patel, M Bethge, MW Mathis Nature protocols 14 (7), 2152–2176, 2019	1260	2019
Reference Maps of human ES and iPS cell variation enable high-throughput characterization of pluripotent cell lines C Bock, E Kiskinis, G Verstappen, H Gu, G Boulting, ZD Smith, M Ziller, ... Cell 144 (3), 439-452, 2011	1176	2011
A functionally characterized test set of human induced pluripotent stem cells GL Boulting, E Kiskinis, GF Croft, MW Amoroso, DH *Oakley, ... Nature biotechnology 29 (3), 279-286, 2011	602	2011
Perspectives in machine learning for wildlife conservation D Tuia, B Kellenberger, S Beery, BR Costelloe, S Zuffi, B Risse, A Mathis, ... Nature Communications 13 (1), 1-15, 2022	496	2022
Necroptosis Drives Motor Neuron Death in Models of Both Sporadic and Familial ALS DB Re, V Le Verche, C Yu, MW Amoroso, KA Politi, S Phani, B Ikiz, ... Neuron 81 (5), 1001-1008, 2014	488	2014
Multi-animal pose estimation, identification and tracking with DeepLabCut J Lauer, M Zhou, S Ye, W Menegas, S Schneider, T Nath, MM Rahman, ... Nature Methods 19 (4), 496-504, 2022	456*	2022
Deep learning tools for the measurement of animal behavior in neuroscience MW Mathis, A Mathis Current Opinion in Neurobiology 60, 1-11, 2020	424	2020
Serotonergic neurons signal reward and punishment on multiple timescales JY Cohen, MW Amoroso, N Uchida eLife 4, e06346, 2015	381	2015
Accelerated high-yield generation of limb-innervating motor neurons from human stem cells A Mackenzie W, GF Croft, DJ Williams, S O'Keeffe, MA Carrasco, ... Journal of Neuroscience 33 (2), 574-586, 2013	315*	2013
Learnable latent embeddings for joint behavioural and neural analysis S Schneider, JH Lee, MW Mathis Nature, 360-368, 2023	248	2023
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls, and Perspectives A Mathis, S Schneider, J Lauer, MW Mathis Neuron 108 (1), 44-65, 2020	226	2020
Somatosensory Cortex Plays an Essential Role in Forelimb Motor Adaptation in Mice MW Mathis, A Mathis, N Uchida Neuron 93 (6), 1493 - 1503.e6, 2017	196	2017
Pretraining boosts out-of-domain robustness for pose estimation A Mathis, T Biasi, S Schneider, M Yüksekgönül, B Rogers, M Bethge, ... WACV 2021, 1859.1868, 2021	160	2021
Real-time, low-latency closed-loop feedback using markerless posture tracking GA Kane, G Lopes, JL Saunders, A Mathis, MW Mathis Elife 9, e61909, 2020	156	2020
ALS disrupts spinal motor neuron maturation and aging pathways within gene co-expression networks R Ho, S Sances, G Gowing, MW Amoroso, JG O'Rourke, A Sahabian, ... Nature Neuroscience 19 (9), 1256, 2016	113	2016
Maturation of spinal motor neurons derived from human embryonic stem cells T Takazawa, GF Croft, MW Amoroso, L Studer, H Wichterle, ... PloS one 7 (7), e40154, 2012	98	2012
Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics C Weinreb, JE Pearl, S Lin, MAM Osman, L Zhang, S Annapragada, ... Nature Methods 21 (7), 1329-1339, 2024	77	2024
Striatal dopamine explains novelty-induced behavioral dynamics and individual variability in threat prediction K Akiti, I Tsutsui-Kimura, Y Xie, A Mathis, JE Markowitz, R Anyoha, ... Neuron 110 (22), 3789-3804. e9, 2022	66	2022
Measuring and modeling the motor system with machine learning SB Hausmann, AM Vargas, A Mathis, MW Mathis Current Opinion in Neurobiology 70, 11-23, 2021	62	2021

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