Y. (Yeshaswini Nagaraj) Nagaraj

Faculty of Medical Sciences

Telephone:

E-mail:

y.nagaraj umcg.nl

Research Portal

Publications

AI-Driven Model for Automatic Emphysema Detection in Low-Dose Computed Tomography Using Disease-Specific Augmentation

Nagaraj, Y., Wisselink, H. J., Rook, M., Cai, J., Nagaraj, S. B., Sidorenkov, G., Veldhuis, R., Oudkerk, M., Vliegenthart, R. & van Ooijen, P., Jun-2022, In: JOURNAL OF DIGITAL IMAGING. 35, p. 538-550 13 p.

Research output: Contribution to journal › Article › Academic › peer-review

Facilitating standardized COVID-19 suspicion prediction based on computed tomography radiomics in a multi-demographic setting

Nagaraj, Y., de Jonge, G., Andreychenko, A., Presti , G., Fink, M. A., Pavlov , N., Quattrocchi, C. C., Morozov , S., Veldhuis, R., Oudkerk, M. & van Ooijen, P. M. A., Sept-2022, In: European Radiology. 32, p. 6384–6396 13 p.

Research output: Contribution to journal › Article › Academic › peer-review

Possible Bias in Supervised Deep Learning Algorithms for CT Lung Nodule Detection and Classification

Sourlos, N., Wang, J., Nagaraj, Y., van Ooijen, P. & Vliegenthart, R., Aug-2022, In: Cancers. 14, 16, 15 p., 3867.

Research output: Contribution to journal › Review article › peer-review

AI Driven Model for Automatic Emphysema Detection in Low Dose Computed Tomography Using Disease- Specific Augmentation

Nagaraj, Y., 25-May-2021.

Research output: Contribution to conference › Abstract › Professional

Medical imaging informatics, more than 'just' deep learning

van Ooijen, P. M. A., Nagaraj, Y. & Olthof, A., 19-May-2020, In: European Radiology. 30, 10, p. 5507-5509 3 p.

Research output: Contribution to journal › Editorial › Academic › peer-review

Potential for dose reduction in CT emphysema densitometry with post-scan noise reduction: a phantom study

Wisselink, H. J., Pelgrim, G. J., Rook, M., van den Berge, M., Slump, K., Nagaraj, Y., van Ooijen, P., Oudkerk, M. & Vliegenthart, R., Jan-2020, In: British journal of radiology. 93, 1105, 9 p., 20181019.

Research output: Contribution to journal › Article › Academic › peer-review

In-room ultrasound fusion combined with fully compatible 3D-printed holding arm - rethinking interventional MRI

Friebe, M., Sanchez, J., Balakrishnan, S., Illanes, A., Nagaraj, Y., Odenbach, R., Matooq, M., Krombach, G., Vogele, M. & Boese, A., 2018, In: Medical devices-Evidence and research. 11, p. 77-85 9 p.

Research output: Contribution to journal › Article › Academic › peer-review

All (7) publications

View full research profile