Search Results for author: Rajkumar Vaghashiya

Found 2 papers, 1 papers with code

Explainable Artificial Intelligence in Retinal Imaging for the detection of Systemic Diseases

no code implementations14 Dec 2022 Ayushi Raj Bhatt, Rajkumar Vaghashiya, Meghna Kulkarni, Dr Prakash Kamaraj

Explainable Artificial Intelligence (AI) in the form of an interpretable and semiautomatic approach to stage grading ocular pathologies such as Diabetic retinopathy, Hypertensive retinopathy, and other retinopathies on the backdrop of major systemic diseases.

Descriptive Explainable artificial intelligence +1

Machine learning based lens-free imaging technique for field-portable cytometry

1 code implementation2 Mar 2022 Rajkumar Vaghashiya, Sanghoon Shin, Varun Chauhan, Kaushal Kapadiya, Smit Sanghavi, Sungkyu Seo, Mohendra Roy

The developed auto characterization algorithm so far for this custom-developed LSIT cytometer was based on the hand-crafted features of the cell diffraction patterns from the LSIT cytometer, that were determined from our empirical findings on thousands of samples of individual cell types, which limit the system in terms of induction of a new cell type for auto classification or characterization.

BIG-bench Machine Learning Denoising

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