Dr. Babak Haghighi Profile

Dr. Babak Haghighi

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Publications (3)

Proceedings Article | 4 April 2022 Presentation + Paper

Iterative ComBat methods for harmonization of radiomic features

Hannah Horng, Apurva Singh, Bardia Yousefi, Eric Cohen, Babak Haghighi, Peter Noël, Russell Shinohara, Despina Kontos, Sharyn Katz

Proceedings Volume 12033, 120331F (2022) https://doi.org/10.1117/12.2610831

KEYWORDS: Spatial resolution, Lung, Computed tomography, Image segmentation, Data modeling, Visualization, Statistical analysis, Radiology

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Radiomic features predict local failure-free survival in stage III NSCLC adenocarcinoma treated with chemoradiation

José Marcio Luna, Andrew Barsky, Russell Shinohara, Alexandra Dreyfuss, Leonid Roshkovan, Michelle Hershman, Babak Haghighi, Bardia Yousefi, Peter Noel, Keith Cengel, Sharyn Katz, Eric Diffenderfer, Despina Kontos

Proceedings Volume 11597, 1159720 (2021) https://doi.org/10.1117/12.2581873

KEYWORDS: Computed tomography, Tumors, Lung cancer, Feature extraction, Principal component analysis, Failure analysis, Biopsy

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Proceedings Article | 16 March 2020 Paper

Assessment of CT image reconstruction parameters on radiomic features in a lung cancer screening cohort: the PROSPR study

Babak Haghighi, Anil Vachani, Katharine Rendle, Despina Kontos, Peter Noël, Lauren Pantalone, Eric Cohen, Eduardo Mortani Barbosa , Jocelyn Wainwright, Chelsea Saia

Proceedings Volume 11314, 113142G (2020) https://doi.org/10.1117/12.2550161

KEYWORDS: Lung cancer, Lung, Computed tomography, Feature extraction, CT reconstruction, Scanners, Image restoration, Cancer, Medicine, Statistical analysis

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