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Academic Journal

Improving Cell Detection and Tracking in Microscopy Images Using YOLO and an Enhanced DeepSORT Algorithm.

Authors : Al-Hamadani, Mokhaled N. A.^1,2,3 (AUTHOR) ; Poroszlay, Richard^1,2 (AUTHOR); Szeman-Nagy, Gabor^3,4 (AUTHOR)

Source: Sensors (14248220). Jul2025, Vol. 25 Issue 14, p4361. 15p.

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Academic Journal

Extracting regions of lipid droplets from confocal microscopy images utilizing optical properties of oleaginous yeast.

Authors : Harakawa, Ryosuke¹ (AUTHOR) ; Imai, Yuki¹ (AUTHOR); Takahashi, Yuka² (AUTHOR)

Source: Applied Microbiology & Biotechnology. 9/2/2025, Vol. 109 Issue 1, p1-13. 13p.

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Academic Journal

Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images: A comprehensive in- and out-of-distribution evaluation of YOLOv7 variants.

Authors : Mohammed, Mohammed Aliy^1,2 (AUTHOR) ; Anzaku, Esla Timothy^3,4 (AUTHOR); Ward, Peter Kenneth^1,5,6 (AUTHOR)

Source: PLoS Neglected Tropical Diseases. 7/3/2025, Vol. 19 Issue 7, p1-28. 28p.

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Academic Journal

Attention-driven UNet enhancement for accurate segmentation of bacterial spore outgrowth in microscopy images.

Authors : Qamar, Saqib^1,2,3 (AUTHOR); Malyshev, Dmitry¹ (AUTHOR); Öberg, Rasmus¹ (AUTHOR)

Source: Scientific Reports. 6/20/2025, Vol. 15 Issue 1, p1-13. 13p.

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Academic Journal

Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images.

Authors : Hickl, Vincent^1,2,3 (AUTHOR) ; Khan, Abid^4,5 (AUTHOR); Rossi, René M.³ (AUTHOR)

Source: PLoS Computational Biology. 4/4/2025, Vol. 21 Issue 4, p1-20. 20p.

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Academic Journal

Point Defect Detection and Classification in MoS 2 Scanning Tunneling Microscopy Images: A Deep Learning Approach.

Authors : Wu, Shiru¹ (AUTHOR); Chen, Guoyang^2,3 (AUTHOR); Shen, Si^1,3 (AUTHOR)

Source: Molecules. Jun2025, Vol. 30 Issue 12, p2644. 10p.

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Academic Journal

Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images.

Authors : Jang, Chan¹ (AUTHOR); Lee, Hojun² (AUTHOR); Yoo, Jaejun¹ (AUTHOR)

Source: Scientific Reports. 5/30/2025, Vol. 15 Issue 1, p1-13. 13p.

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Academic Journal

A Machine Learning Approach to Quantitative Analysis of Enamel Microstructure from Scanning Electron Microscopy Images.

Authors : Marsico, Carli^1,2 (AUTHOR); Renteria, Cameron^1,3 (AUTHOR); Grimm, Jack R.¹ (AUTHOR)

Source: Small Structures. May2025, Vol. 6 Issue 5, p1-10. 10p.

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Academic Journal

Cellpose as a reliable method for single-cell segmentation of autofluorescence microscopy images.

Authors : Riendeau, Jeremiah M.^1,2 (AUTHOR); Gillette, Amani A.² (AUTHOR); Guzman, Emmanuel Contreras² (AUTHOR)

Source: Scientific Reports. 2/14/2025, Vol. 15 Issue 1, p1-11. 11p.

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Academic Journal

FIRM image analysis: A machine learning workflow for quantifying extracellular matrix components from electron microscopy images.

Authors : Gigliotti, Nicholas T.¹ (AUTHOR); Lee, Justin² (AUTHOR); Mang, Emily H.¹ (AUTHOR)

Source: PLoS ONE. 2/6/2025, Vol. 20 Issue 2, p1-18. 18p.

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نتائج البحث

فلترة النتائج

Improving Cell Detection and Tracking in Microscopy Images Using YOLO and an Enhanced DeepSORT Algorithm.

Extracting regions of lipid droplets from confocal microscopy images utilizing optical properties of oleaginous yeast.

Detecting soil-transmitted helminth and Schistosoma mansoni eggs in Kato-Katz stool smear microscopy images: A comprehensive in- and out-of-distribution evaluation of YOLOv7 variants.

Attention-driven UNet enhancement for accurate segmentation of bacterial spore outgrowth in microscopy images.

Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images.

Point Defect Detection and Classification in MoS 2 Scanning Tunneling Microscopy Images: A Deep Learning Approach.

Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images.

A Machine Learning Approach to Quantitative Analysis of Enamel Microstructure from Scanning Electron Microscopy Images.

Cellpose as a reliable method for single-cell segmentation of autofluorescence microscopy images.

FIRM image analysis: A machine learning workflow for quantifying extracellular matrix components from electron microscopy images.

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