Amin Nejatbakhsh

Flatiron Health (United States) — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

9h-index527citations33works4.32yr avg
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Research Topics

Genetics, Aging, and Longevity in Model Organisms(13), Cell Image Analysis Techniques(7), Neural dynamics and brain function(5), Neural Networks and Applications(4), Neuroscience and Neural Engineering(4)

Publications33 total

Modeling Neural Activity with Conditionally Linear Dynamical Systems.
PubMed·2025Open Access
Quantifying Differences in Neural Population Activity With Shape Metrics
2025· 4 citedOpen Access
Comparing noisy neural population dynamics using optimal transport distances
arXiv (Cornell University)·2024· 1 citedOpen Access
Versatile multiple object tracking in sparse 2D/3D videos via deformable image registration
PLoS Computational Biology·2024· 12 citedOpen Access
Predicting the effect of micro-stimulation on macaque prefrontal activity based on spontaneous circuit dynamics
Physical Review Research·2023· 9 citedOpen Access
Estimating Noise Correlations Across Continuous Conditions With Wishart Processes
arXiv (Cornell University)·2023· 2 citedOpen Access
Learning Probabilistic Piecewise Rigid Atlases of Model Organisms via Generative Deep Networks
Lecture notes in computer science·2023Open Access
Versatile Multiple Object Tracking in Sparse 2D/3D Videos Via Diffeomorphic Image Registration
2022· 1 citedOpen Access
Toward a more accurate 3D atlas of C. elegans neurons
BMC Bioinformatics·2022· 21 citedOpen Access
Estimating the Unique Information of Continuous Variables.
PubMed·2021· 10 citedOpen Access
Visualizing the organization and differentiation of the male-specific nervous system of C. elegans
2021· 2 citedOpen Access
Visualizing the organization and differentiation of the male-specific nervous system of <i>C. elegans</i>
Development·2021· 26 citedOpen Access
Visualizing the organization and differentiation of the male-specific nervous system of C. elegans
Zenodo (CERN European Organization for Nuclear Research)·2021· 8 citedOpen Access
Visualizing the organization and differentiation of the male-specific nervous system of <i>C. elegans</i>
2021· 6 citedOpen Access
NeuroPAL Microfluidic Chip Images, GCaMP, and dNMF Neuronal Activity
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
NeuroPAL Microfluidic Chip Images, GCaMP, and dNMF Neuronal Activity
Figshare·2021Open Access
Estimating the Unique Information of Continuous Variables
arXiv (Cornell University)·2021Open Access
Estimating the Unique Information of Continuous Variables in Recurrent Networks
arXiv (Cornell University)·2021· 2 citedOpen Access
Neuron matching in C. elegans with robust approximate linear regression without correspondence
2021· 11 cited
NeuroPAL: A Multicolor Atlas for Whole-Brain Neuronal Identification in C. elegans
Cell·2020· 306 citedOpen Access
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Frequent Co-authors

Erdem Varol(21), Liam Paninski(18), Eviatar Yemini(16), Oliver Hobert(13), Vivek Venkatachalam(11), Albert Lin(8), Aravinthan D. T. Samuel(8), Gonzalo E. Mena(7), Ruoxi Sun(5), Luca Mazzucato(5), Tessa Tekieli(4), Robert W. Fernandez(4), Neda Masoudi(4), Alex H. Williams(4), Chen Wang(3), Ari Pakman(3), Dar Gilboa(3), Abdullah Makkeh(3), Michael Wibral(3), Elad Schneidman(3)