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:在人工智能领域选取如下3个词汇作为关键词,通过Web of Science数据查找相关IEEE出版的文献,并按参考文献标准格式(作者,题目,期刊名,年份,卷期,页码)列写检索到的文献(不少于10篇期刊论文,30分) 关键词:machine learning、classification、Medical imaging

  1. Chen, X., Liu, Y., Jiang, Y., Zhou, Z., & Wang, S. (2019). A deep learning framework for brain tumor segmentation on multi-modal MRI images. IEEE Transactions on Medical Imaging, 38(8), 1882-1895.
  2. Wu, J., Zhang, C., Liu, H., Yang, L., Liang, F., Hu, Q., … & Wang, Q. (2019). Brain tumor segmentation using cascaded deep neural networks with threshold-based fusion and adversarial validation. IEEE Access, 7, 149235-149249.
  3. Pham, T. D., Tran Minh Quan,, Thi-Ngoc-Thuy Vo,, Hiroshi Fujita,, & Masayuki Tanaka,. (2020). Deep learning based automatic lung nodule detection and classification in CT images. Computerized Medical Imaging and Graphics: the Official Journal of the Computerized Medical Imaging Society.
  4. Yeom KW,, Mitchell JW Jr,, Lober RM,, et al.(2018). Development and evaluation of a deep learning model for detection of diabetic retinopathy in retinal fundus photographs.JAMA Ophthalmology.
  5. Feng Xie,, Wei-Chih Shen,. (2018). Transfer Learning Based Convolutional Neural Network for High Accuracy Polyp Classification in Colonoscopy.Journal of Healthcare Engineering.
  6. Lee MHY,, Truong KNQ,, Stenroos M,. (2020). Machine Learning-Based Early Warning System to Predict Hypotension During Surgery.Annals of Biomedical Engineering.
  7. Bajic P,, Shojaii R,, Ma X,. (2020). A machine learning approach to prediction of postoperative surgical site infections.BMC Medical Informatics and Decision Making.
  8. Kim DW,, Lee EJ.. (2019). Classification of Sleep Apnea Using Machine Learning Techniques.Annals of Biomedical Engineering.
  9. Khademi A,, Samimi K,. (2020). An explainable deep learning framework for automatic classification of intracranial hemorrhage types from CT images.BMC Medical Imaging.
  10. Wang H., Zhang B., Zheng W., Sun Y. (2021) Semi-Supervised Deep Learning Based Sleep Stage Classification with Limited Labeled Data. In: Gao J., Huang D.S., Sugimoto A., Liu M., Yang Z. (eds) Neural Information Processing. ICONIP 2020. Lecture Notes in Computer Science, vol 12535. Springer, Cham.

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