selected publications
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academic article
- Potato crop stress identification in aerial images using deep learning-based object detection. Agronomy Journal. 113:3991-4002. 2021
- Attention-Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images. Ultrasound in Medicine and Biology. 46:2819-2833. 2020
- A Deep Learning Framework for Assessing Physical Rehabilitation Exercises. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28:468-477. 2020
- Assessment of Physical Rehabilitation Movements Through Dimensionality Reduction and Statistical Modeling. Medical engineering and physics. 74:13-22. 2019
- A Data Set of Human Body Movements for Physical Rehabilitation Exercises. Data. 3:2. 2018
- An image-based trajectory planning approach for robust robot programming by demonstration. Robotics and Autonomous Systems. 98:241-257. 2017
- Mathematical Modeling and Evaluation of Human Motions in Physical Therapy Using Mixture Density Neural Networks. 2016