Mr. Kamal Jnawali Profile

Kamal Jnawali

at Rochester Institute of Technology

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Publications (6)

Proceedings Article | 4 April 2022 Poster + Paper

Deep learning-based automatic detection, and localization of cancer region using multispectral photoacoustic imaging

Kamal Jnawali, Bhargava Chinni, Virkam Dogra, Navalgund Rao

Proceedings Volume 12038, 120380W (2022) https://doi.org/10.1117/12.2603338

KEYWORDS: Cancer, Tissue optics, Tissues, 3D modeling, Tumor growth modeling, Photoacoustic imaging, Prostate, Multispectral imaging, Chromophores, Active optics

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Proceedings Article | 15 March 2019 Paper

Deep 3D convolutional neural network for automatic cancer tissue detection using multispectral photoacoustic imaging

Kamal Jnawali, Bhargava Chinni, Vikram Dogra, Saugata Sinha, Navalgund Rao

Proceedings Volume 10955, 109551D (2019) https://doi.org/10.1117/12.2518686

KEYWORDS: Cancer, Tissues, Prostate, Tissue optics, Convolutional neural networks, Photoacoustic imaging, 3D image processing, Data modeling, Blood, Multispectral imaging

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Proceedings Article | 13 March 2019 Paper

Transfer learning for automatic cancer tissue detection using multispectral photoacoustic imaging

Kamal Jnawali, Bhargava Chinni, Vikram Dogra, Navalgund Rao

Proceedings Volume 10950, 109503W (2019) https://doi.org/10.1117/12.2506950

KEYWORDS: Cancer, Tissues, Tissue optics, Photoacoustic imaging, Convolutional neural networks, Tumor growth modeling, Multispectral imaging, Photoacoustic spectroscopy, Image classification, Medical imaging

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Proceedings Article | 8 May 2018 Paper

Comparative study of spectral matched filter, constrained energy minimization, and adaptive coherence estimator for subpixel target detection based on hyperspectral imaging

Kamal Jnawali, John Kerekes, Navalgund Rao

Proceedings Volume 10644, 106441V (2018) https://doi.org/10.1117/12.2304360

KEYWORDS: Target detection, Detection and tracking algorithms, Single mode fibers, Principal component analysis, Hyperspectral imaging, Sensors, Optical filters, Digital filtering, Hyperspectral target detection, Reflectivity

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Proceedings Article | 27 February 2018 Presentation + Paper

Deep 3D convolution neural network for CT brain hemorrhage classification

Kamal Jnawali, Mohammad Arbabshirani, Navalgund Rao, Aalpen Patel

Proceedings Volume 10575, 105751C (2018) https://doi.org/10.1117/12.2293725

KEYWORDS: Computed tomography, Brain, Convolution, Network architectures, Neural networks, 3D image processing, Neuroimaging, Medical imaging, Head, Image classification

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Proceedings Article | 13 March 2017 Paper

Photoacoustic simulation study of chirp excitation response from different size absorbers

K. Jnawali, B. Chinni, V. Dogra, N. Rao

Proceedings Volume 10139, 101391L (2017) https://doi.org/10.1117/12.2253972

KEYWORDS: Continuous wave operation, Pulsed laser operation, Signal generators, Photoacoustic spectroscopy, MATLAB, Signal to noise ratio, Ultrasonography, Real time imaging, Optical simulations, Semiconductor lasers

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Showing 5 of 6 publications

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