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Research

Supported by human intelligence and a bit of magic*
* - Any sufficiently advanced technology is indistinguishable from magic - Arthur C. Clarke

Curation of benchmark data for explainable machine learning

🔗Curated benchmark dataset for ultrasound based breast lesion analysis, Sci Data ,
ISSN: 2052-4463, DOI: 10.1038/s41597-024-02984-z,


🔗 Cancer Imaging Archive

Number of data curated (since June 2022)

0
Cases
0
Images and movies
0
Biopsies
0
Coffies

Verification of data quality and reliability

🔗 Letter to the Editor. Re: “[Dataset of breast ultrasound images” by W. Al-Dhabyani, M. Gomaa, H. Khaled & A. Fahmy, Data in Brief, 2020, 28, 104863]”, Data in Brief,
ISSN: 2352-3409, DOI: 10.1016/j.dib.2023.109247


🔗 Comment on: CAM-QUS guided self-tuning modular CNNs with multi-loss functions for fully automated breast lesion classification in ultrasound images by J. Tasnim and M. K. Hasan, (PMB 69 015018)

Data and algorithm quality benchmarks

Biomedical data analysis and modeling

🔗 Derivation of acoustical streaming equations for nonlinear and dispersive fluids , Ultrasonics,
ISSN: 0041-624X, DOI: 10.1016/j.ultras.2023.107000,


🔗 Mutually Orthogonal Golay Complementary Sequences in Medical Ultrasound Diagnostics. Experimental Study , Archives of Acoustics,
ISSN: 0137-5075, DOI: 10.24425/aoa.2022.142013