All Outputs (3)

A generalised dropout mechanism for distributed systems (2022)
Journal Article
Bull, L., & Liu, H. (2023). A generalised dropout mechanism for distributed systems. Artificial Life, 29(2), 146-152. https://doi.org/10.1162/artl_a_00393

This letter uses a modified form of the NK model introduced to explore aspects of distributed control. In particular, a previous result suggesting the use of dynamically formed subgroups within the overall system can be more effective than global con... Read More about A generalised dropout mechanism for distributed systems.

Optimize transfer learning for lung diseases in bronchoscopy using a new concept: Sequential fine-tuning (2018)
Journal Article
Tan, T., Li, Z., Liu, H., Zanjani, F. G., Ouyang, Q., Tang, Y., …Li, Q. (2018). Optimize transfer learning for lung diseases in bronchoscopy using a new concept: Sequential fine-tuning. IEEE Journal of Translational Engineering in Health and Medicine, 6, 1-8. https://doi.org/10.1109/JTEHM.2018.2865787

Bronchoscopy inspection, as a follow-up procedure next to the radiological imaging, plays a key role in the diagnosis and treatment design for lung disease patients. When performing bronchoscopy, doctors have to make a decision immediately whether to... Read More about Optimize transfer learning for lung diseases in bronchoscopy using a new concept: Sequential fine-tuning.

Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound (2014)
Journal Article
Liu, H., Tan, T., Van Zelst, J., Mann, R., Karssemeijer, N., & Platel, B. (2014). Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound. Journal of Medical Imaging, 1(2), 024501. https://doi.org/10.1117/1.JMI.1.2.024501

We investigated the benefits of incorporating texture features into an existing computer-aided diagnosis (CAD) system for classifying benign and malignant lesions in automated three-dimensional breast ultrasound images. The existing system takes into... Read More about Incorporating texture features in a computer-aided breast lesion diagnosis system for automated three-dimensional breast ultrasound.