Statistical distortion of supervised learning predictions in optical microscopy induced by image compression Article Swipe

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Enrico Pomarico , Cédric Schmidt , Florian Chays , David Nguyen , Arielle Planchette , Audrey Tissot , Adrien Roux , Stéphane Pagès , Laura Batti , Christoph Clausen , Theo Lasser , Aleksandra Rađenović , Bruno Sanguinetti , Jérôme Extermann ·

YOU? · · 2022 · Open Access · · DOI: https://doi.org/10.1038/s41598-022-07445-4

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JPEG Computer science Image compression Data compression Compression ratio Artificial intelligence Compression (physics) Calibration Distortion (music) Noise (video) Reliability (semiconductor) Pixel Image processing Pattern recognition (psychology) Statistics Image (mathematics) Mathematics Materials science Engineering Amplifier Computer network Bandwidth (computing) Physics Automotive engineering Composite material Internal combustion engine Power (physics) Quantum mechanics

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Type: article
Language: en
Landing Page: https://doi.org/10.1038/s41598-022-07445-4
PDF: https://www.nature.com/articles/s41598-022-07445-4.pdf
OA Status: gold
Cited By: 3
References: 36
Related Works: 10
OpenAlex ID: https://openalex.org/W4220655756

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DOI: https://doi.org/10.1038/s41598-022-07445-4

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Title: Statistical distortion of supervised learning predictions in optical microscopy induced by image compression

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Type: article

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Language: en

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Publication year: 2022

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Publication date: 2022-03-02

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Authors: Enrico Pomarico, Cédric Schmidt, Florian Chays, David Nguyen, Arielle Planchette, Audrey Tissot, Adrien Roux, Stéphane Pagès, Laura Batti, Christoph Clausen, Theo Lasser, Aleksandra Rađenović, Bruno Sanguinetti, Jérôme Extermann

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Landing page: https://doi.org/10.1038/s41598-022-07445-4

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Concepts: JPEG, Computer science, Image compression, Data compression, Compression ratio, Artificial intelligence, Compression (physics), Calibration, Distortion (music), Noise (video), Reliability (semiconductor), Pixel, Image processing, Pattern recognition (psychology), Statistics, Image (mathematics), Mathematics, Materials science, Engineering, Amplifier, Computer network, Bandwidth (computing), Physics, Automotive engineering, Composite material, Internal combustion engine, Power (physics), Quantum mechanics

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Cited by: 3

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Citations by year (recent): 2025: 1, 2023: 2

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