J. Wang

Faculty of Medical Sciences

Telephone:

E-mail:

j.wang02 umcg.nl

ORCID Research Portal

Publications

A comparison of an integrated and image-only deep learning model for predicting the disappearance of indeterminate pulmonary nodules

Wang, J., Cai, J., Tang, W., Dudurych, I., van Tuinen, M., Vliegenthart, R. & van Ooijen, P., Jul-2025, In: Computerized medical imaging and graphics. 123, 13 p., 102553.

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

A multi-view CNN model to predict resolving of new lung nodules on follow-up low-dose chest CT

Wang, J., Zhang, X., Tang, W., van Tuinen, M., Vliegenthart, R. & van Ooijen, P., 27-Jun-2025, In: Insights into Imaging. 16, 10 p., 138.

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

Artificial Intelligence to Predict Nodule Disappearance in Lung Cancer Screening

Wang, J., 2025, [Groningen]: University of Groningen. 184 p.

Research output: Thesis › Thesis fully internal (DIV)

Explainable machine learning model based on clinical factors for predicting the disappearance of indeterminate pulmonary nodules

Wang, J., Sourlos, N., Heuvelmans, M., Prokop, M., Vliegenthart, R. & van Ooijen, P., Feb-2024, In: Computers in biology and medicine. 169, 10 p., 107871.

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

Feature selection and prediction of resolving indeterminate lung nodules based on random forest

Wang, J., van der Velden, N. G., Pelgrim, G. J., Van Ooijen, P. M. A. & Vliegenthart, R., 21-Dec-2023, In: Insights into Imaging. 14, Supplement 4, p. 35 1 p., RPS 405-4.

Research output: Contribution to journal › Meeting Abstract › Academic

Predicting the disappearance of indeterminate pulmonary nodules on CT scans based on CNN

Wang, J., Oct-2023.

Research output: Contribution to conference › Poster › Academic

Preparing CT imaging datasets for deep learning in lung nodule analysis: Insights from four well-known datasets

Wang, J., Sourlos, N., Zheng, S., van der Velden, N., Pelgrim, G. J., Vliegenthart, R. & van Ooijen, P., Jun-2023, In: Heliyon. 9, 6, 14 p., e17104.

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

All (8) publications

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