Nyxus: A Next Generation Image Feature Extraction Library for the Big Data and AI Era

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References (27)

[1]
Open‐source magnetic resonance imaging: Improving access, science, and education through global collaboration
2023Lukas Winter, J. Periquito et al.
[2]
Scalable generation of sensory neurons from human pluripotent stem cells
2023Tao Deng, V. Jovanovic et al.
[3]
High throughput 3D gel-based neural organotypic model for cellular assays using fluorescence biosensors
2022Srikanya Kundu, M. Boutin et al.
[4]
RadiomicsJ: a library to compute radiomic features
2022Tatsuaki Kobayashi
[5]
A Novel Benchmarking Approach to Assess the Agreement among Radiomic Tools.
2022A. Bettinelli, F. Marturano et al.
[6]
CellProfiler 4: improvements in speed, utility and usability
2021D. Stirling, M. J. Swain-Bowden et al.
[7]
Generalization Guarantees for Neural Architecture Search with Train-Validation Split
2021Samet Oymak, Mingchen Li et al.
[8]
Towards community-driven metadata standards for light microscopy: tiered specifications extending the OME model
2021Mathias Hammer, Maximiliaan Huisman et al.
[9]
Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks
2021D. Maric, J. Jahanipour et al.
[10]
Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning
2021N. Greenwald, G. Miller et al.
[11]
Harnessing non-destructive 3D pathology
2021Jonathan T. C. Liu, A. Glaser et al.
[12]
Visualizing cellular and tissue ultrastructure using Ten-fold Robust Expansion Microscopy (TREx)
2021Hugo G. J. Damstra, Boaz Mohar et al.
[13]
Repeatability and reproducibility study of radiomic features on a phantom and human cohort
2021A. Jha, S. Mithun et al.
[14]
The Biological Meaning of Radiomic Features.
2021M. Tomaszewski, R. Gillies
[15]
Object measurements from 2D microscopy images
2021P. Bajcsy, Joe Chalfoun et al.
[16]
Learning Machines
2020M. Boman, Magnus Sahlgren et al.
[17]
Gray-level invariant Haralick texture features
2019Tommy Löfstedt, P. Brynolfsson et al.
[18]
MITK Phenotyping: An open-source toolchain for image-based personalized medicine with radiomics.
2019M. Götz, M. Nolden et al.
[19]
CellProfiler 3.0: Next-generation image processing for biology
2018C. McQuin, A. Goodman et al.
[20]
Quality Control for High-Throughput Imaging Experiments Using Machine Learning in Cellprofiler.
2018M. Bray, Anne E Carpenter

Showing 20 of 27 references

Founder's Pitch

"Nyxus is a scalable image feature extraction library designed for efficient processing of large datasets across various biomedical domains."

Image ProcessingScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

1/4 signals

2.5

Quick Build

4/4 signals

10

Series A Potential

0/4 signals

0

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