Mackenzie W. Mathis
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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
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
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
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
Serotonergic neurons signal reward and punishment on multiple timescales
JY Cohen, MW Amoroso, N Uchida
eLife 4, e06346, 2015
Accelerated high-yield generation of limb-innervating motor neurons from human stem cells
MW Amoroso, GF Croft, DJ Williams, S O'Keeffe, MA Carrasco, AR Davis, ...
Journal of Neuroscience 33 (2), 574-586, 2013
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
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
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
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
Deep learning tools for the measurement of animal behavior in neuroscience
MW Mathis, A Mathis
Current Opinion in Neurobiology 60, 1-11, 2020
Concentration-dependent requirement for local protein synthesis in motor neuron subtype-specific response to axon guidance cues
S Nédelec, M Peljto, P Shi, MW Amoroso, LC Kam, H Wichterle
Journal of Neuroscience 32 (4), 1496-1506, 2012
Protein Prenylation Constitutes an Endogenous Brake on Axonal Growth
H Li, T Kuwajima, D Oakley, E Nikulina, J Hou, WS Yang, ER Lowry, ...
Cell Reports 16 (2), 545-558, 2016
Markerless tracking of user-defined features with deep learning
A Mathis, P Mamidanna, T Abe, KM Cury, VN Murthy, MW Mathis, ...
arXiv preprint arXiv:1804.03142, 2018
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
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
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
Task-driven hierarchical deep neural network models of the proprioceptive pathway
KJ Sandbrink, P Mamidanna, C Michaelis, MW Mathis, M Bethge, ...
bioRxiv, 2020
Dynamic extrinsic pacing of the HOX clock in human axial progenitors controls motor neuron subtype specification
V Mouilleau, C Vaslin, S Gribaudo, R Robert, N Nicolas, M Jarrige, ...
bioRxiv, 2020
Imagenet performance correlates with pose estimation robustness and generalization on out-of-domain data
A Mathis, T Biasi, Y Mert, B Rogers, M Bethge, MW Mathis
(ICML) International Conference on Machine Learning 2020 Workshop on …, 2020
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