Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Yeshaswini Nagaraj is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
Open AccessFile5 Citations (Scopus)45 Downloads (Pure) -
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
Open AccessFile4 Citations (Scopus)68 Downloads (Pure) -
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
Open AccessFile14 Citations (Scopus)88 Downloads (Pure) -
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
Open AccessFile29 Downloads (Pure) -
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
Open AccessFile6 Citations (Scopus)59 Downloads (Pure)
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Non-iterative reconstruction based image enhancement effects of lung cancer screening in low-dose CT using a neural network.
Nagaraj, Y. (Speaker)
21-Jun-2020Activity: Talk and presentation › Professional or public presentation › Professional
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Automatic classification of emphysematous and non-emphysematous low-dose CT scans using artificial intelligence.
Nagaraj, Y. (Speaker)
19-Oct-2019Activity: Talk and presentation › Academic presentation › Academic
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Relevance ranking of multi-parametric radiomics in low-dose CT for discrimination between emphysematous and non-emphysematous lung tissue.
Nagaraj, Y. (Speaker)
24-Jan-2019Activity: Talk and presentation › Academic presentation › Academic
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Emphysema classification in low dose computed tomography data based on semi-supervised anomaly detection.
Nagaraj, Y. (Speaker)
23-Nov-2019Activity: Talk and presentation › Professional or public presentation › Professional
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Large scale validation of sex prediction from electroencephalogram of sleep using transfer learning.
Nagaraj, Y. (Speaker)
18-Oct-2019Activity: Talk and presentation › Academic presentation › Academic
Prizes
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The Helen and Paul Chang Foundation New Investigator Travel Awards
Nagaraj, Y. (Recipient), 25-May-2021
Prize › Professional
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