selected publications
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academic article
- Application and Evaluation of a Deep Learning Architecture to Urban Tree Canopy Mapping. Remote Sensing. 13:1749. 2021
- Attention-Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images. Ultrasound in Medicine and Biology. 46:2819-2833. 2020
- SMOTE-WENN: Solving Class Imbalance and Small Sample Problems by Oversampling and Distance Scaling. Applied Intelligence. 2020
- A Deep Learning Framework for Assessing Physical Rehabilitation Exercises. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28:468-477. 2020
- Imputation of single-cell gene expression with an autoencoder neural network. Quantitative Biology. 8:78-94. 2020
- Automatic breast ultrasound image segmentation: A survey. Pattern Recognition. 79:340-355. 2018
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conference paper
- A Hybrid Framework for Tumor Saliency Estimation. 2018 24th International Conference on Pattern Recognition. 2018