Dr. David Liska Profile

Dr. David Liska

at Cleveland Clinic

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Author

Publications (3)

Proceedings Article | 3 April 2024 Presentation + Paper

Human-in-the-loop informed deep learning rectal tumor segmentation on pre-treatment MRI

Michael Kong, Thomas DeSilvio, Leo Bao, Brennan Flannery, Benjamin Parker, Stephen Tang, Murad Labbad, Gregory O'Connor, Amit Gupta, Emily Steinhagen, Andrei Purysko, William Hall, David Liska, Eric Marderstein, Aaron Carroll, Marka Crittenden, Michael Gough, Kristina Young, Satish Viswanath

Proceedings Volume 12927, 1292707 (2024) https://doi.org/10.1117/12.3008637

KEYWORDS: Tumors, Image segmentation, Magnetic resonance imaging, Cancer, Deep learning, Medical research, Colorectal cancer

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Proceedings Article | 3 April 2023 Presentation + Paper

Integrating multi-plane and multi-region radiomic features to predict pathologic response to neoadjuvant chemoradiation in rectal cancers via pre-treatment MRI

Thomas DeSilvio, Leo Bao, Dhruv Seth, Prathyush Chirra, Sneha Singh, Atreya Sridharan, Murad Labbad, Katie Bingmer, Diana Jodeh, Eric Marderstein, Rajmohan Paspulati, David Liska, Kenneth Friedman, Smitha Krishnamurthi, Sharon Stein, Andrei Purysko, Satish Viswanath

Proceedings Volume 12466, 124660K (2023) https://doi.org/10.1117/12.2655787

KEYWORDS: Tumors, Radiomics, Magnetic resonance imaging, Cancer, Oncology, Feature extraction, Visualization, Performance modeling, Surgery, Rectum

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Proceedings Article | 4 April 2022 Presentation + Paper

Deep hybrid convolutional wavelet networks: application to predicting response to chemoradiation in rectal cancers via MRI

Amir Reza Sadri, Thomas DeSilvio, Prathyush Chirra, Andrei Purysko, Rajmohan Paspulati, Kenneth Friedman, Smitha Krishnamurthi, David Liska, Sharon Stein, Satish Viswanath

Proceedings Volume 12033, 120330H (2022) https://doi.org/10.1117/12.2613035

KEYWORDS: Wavelets, Magnetic resonance imaging, Cancer, Tumors, 3D modeling, Network architectures, Neural networks, Data modeling, Oncology, Neurons

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