Dr. Claudia Mani Profile

Dr. Claudia Mani

at National Institute of Allergy and Infectious Diseases

SPIE Involvement:

Author

Publications (4)

Proceedings Article | 2 April 2024 Poster + Paper

Active learning applied to selection of diverse training data using radiomic features for optimal lung lesion segmentation in nonhuman primates

Mark Rustad, Winston Chu, Syed Reza, Philip Sayre, Ian Crozier, Gabriella Worwa, Jens Kuhn, Claudia Calcagno, Marcelo Castro, Jeffrey Solomon

Proceedings Volume 12930, 129301X (2024) https://doi.org/10.1117/12.3006808

KEYWORDS: Data modeling, Image segmentation, Computed tomography, Radiomics, Performance modeling, Lung, Active learning, Animals, Pulmonary disorders

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Proceedings Article | 2 April 2024 Presentation + Paper

Lung lesion segmentation of CT scans after SARS-CoV-2 infection: combining nonhuman primate with human data for interspecies transfer learning

Linh Shinguyen, Winston Chu, Mark Rustad, Ashkan Malayeri, Maryam Homayounieh, Shiva Singh, Claudia Calcagno, Philip Sayre, Ian Crozier, Gabriella Worwa, Jens Kuhn, Bradford Wood, Marcelo Castro, Jeffrey Solomon

Proceedings Volume 12930, 1293010 (2024) https://doi.org/10.1117/12.3006206

KEYWORDS: Computed tomography, Data modeling, Lung, Education and training, Viruses, Pulmonary disorders, Deep learning, Medical imaging, Image segmentation, Image enhancement

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SPIE Journal Paper | 8 December 2023

Repeatability of computed tomography liver radiomic features in a nonhuman primate model of diet-induced steatosis

Hui Wang, Jeffrey Solomon, Syed M. Reza, Hee-Jeong Yang, Winston T. Chu, Ian Crozier, Philip Sayre, Byeong Lee, Venkatesh Mani, Thomas Friedrich, David O’Connor, Gabriella Worwa, Jens Kuhn, Claudia Calcagno, Marcelo Castro

JMI, Vol. 10, Issue 06, 066004, (December 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.066004

KEYWORDS: Radiomics, Liver, Computed tomography, Cooccurrence matrices, Attenuation, Feature extraction, Diseases and disorders, Animals, Medical image reconstruction, Spleen

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Proceedings Article | 10 April 2023 Poster + Paper

Determination of reproducible radiomic features for diagnosis of fatty liver disease in a crab-eating macaque model

Hui Wang, Jeffrey Solomon, Syed Reza, Hee-Jeong Yang, Ian Crozier, Philip Sayre, Winston Chu, Byeong-Yeul Lee, Venkatesh Mani, Thomas Friedrich, David O'Connor, Willem J. Mulder, Gabriella Worwa, Jens Kuhn, Claudia Calcagno, Marcelo Castro

Proceedings Volume 12468, 1246819 (2023) https://doi.org/10.1117/12.2647632

KEYWORDS: Reproducibility, Radiomics, Computed tomography, Liver, Diseases and disorders, Animals, Feature extraction, Attenuation, Spleen, Medical image reconstruction

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