Yashwant Kurmi
Yashwant Kurmi is a researcher with expertise in image processing and machine learning, particularly in the areas of deep learning and chemical exchange saturation transfer (CEST) imaging. He has authored several papers on MRI imaging, including amide proton transfer (APT) imaging in tumors using a machine learning approach, and quantitative CEST molecular MR imaging.
Deep learning based CEST MR image enhancement and the quantification.
Research Information
Viswanathan M, Kurmi Y, Zu Z. A rapid method for phosphocreatine-weighted imaging in muscle using double saturation power-chemical exchange saturation transfer. NMR in Biomedicine. 2023;e5089. doi:10.1002/nbm.5089
Viswanathan M, Yin L, Kurmi Y, Zu Z. Machine learning-based amide proton transfer imaging using partially synthetic training data. Magn Reson Med. 2023 Dec 14. doi: 10.1002/mrm.29970. Epub ahead of print. PMID: 38098340.
Viswanathan M, Yin L, Kurmi Y, Zu Z. Amide Proton Transfer (APT) imaging in tumor with a machine learning approach using partially synthetic data. ArXiv [Preprint]. 2023 Dec 13:arXiv:2311.01683v2. Update in: Magn Reson Med. 2023 Dec 14;: PMID: 37961738; PMCID: PMC10635304.
Kurmi Y, Chaurasia V, Ganesh N. Tumor Malignancy Detection Using Histopathology Imaging. J Med Imaging Radiat Sci. 2019 Dec;50(4):514-528. doi: 10.1016/j.jmir.2019.07.004. Epub 2019 Sep 6. PMID: 31501064.
Kurmi, Y. and Chaurasia, V. (2020), Classification of magnetic resonance images for brain tumour detection. IET Image Process., 14: 2808-2818. https://doi.org/10.1049/iet-ipr.2019.1631