ROC curve for each ML algorithm. حسب Caroline L. Alves (14271413)

Algorithm timings on a laptop computer with Intel i9–9900K CPU, 32GB RAM and an NVIDIA RTX2080 GPU. حسب Adam L. Tyson (10892822)

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Confusion matrices depict the performance of various ML algorithms. حسب Caroline L. Alves (14271413)

BNA Neuromarker scores as a function of LEDD. حسب Sharon Hassin-Baer (420354)

الموضوعات:

Application of the algorithm to unseen data. Presynaptic neurons labelled by rabies viral injection into layer 2/3 primary visual cortex in Penk-Cre mice. حسب Adam L. Tyson (10892822)

الموضوعات:

Geometric interpretation and data visualisation equivalent describing the DI algorithmic pipeline. حسب Borjan Milinkovic (21349908)

Overview of the initial cell candidate detection steps, from raw data to a cuboid of data fed into the classification network. حسب Adam L. Tyson (10892822)

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Distribution of objective function values solved by three algorithms. حسب Meilin Zhu (688698)

Comparison between algorithm and expert cell counting. حسب Adam L. Tyson (10892822)

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Architecture of the 3D ResNet. حسب Adam L. Tyson (10892822)

الموضوعات:

Architecture of the bottleneck 3D ResNet. حسب Adam L. Tyson (10892822)

الموضوعات:

Cell classification. حسب Adam L. Tyson (10892822)

الموضوعات:

Simplified schematic diagram of the serial two-photon microscope and data acquisition process. حسب Adam L. Tyson (10892822)

الموضوعات:

Assignment of signal to individual cell candidates in the third dimension. Saggital sections (i.e. orthogonal to acquisition) shown. حسب Adam L. Tyson (10892822)

الموضوعات:

Illustration of the cell detection process. حسب Adam L. Tyson (10892822)

الموضوعات:

Algorithm results based on experimental likelihood functions. حسب Nicolas Herzig (9230425)

The skeleton algorithm identifies mitochondrial density in sample images from cells. حسب Margarita M. Ivanova (11604141)

Algorithm performance compared to mean of expert manual counts with varying axial sampling. حسب Adam L. Tyson (10892822)

الموضوعات:

Reverse engineering information flow using stimulus-encoding and stimulus-transfer estimation algorithms. حسب Gabriel Matías Lorenz (21094672)

Variations of loss functions versus epoch number. حسب Xueliang Guo (4797057)