Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective

by Gao, Y., Pan, Y., Shen, D., Shi, Y., Thung, K.-H, Wang, H., Yang, W., Zhang, L.
Published 2021

COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network

by Chen, H., Jiang, Y., Ko, H., Loew, M.
Published 2021

Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation

by Liao, Q., Xing, J., Yuan, L., Zhang, J., Zhang, Y., Zhu, H.
Published 2021

Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019

by Chen, H., Chen, Y.-C, Hong, Y., Jiang, Y., Jung, H., Khanagha, V., Ko, J., Lee, B., Li, D., Li, N., Li, Y., Li, Z., Litjens, G., Liu, L., Liu, Y., Liu, Z., Maevskikh, P., Schuffler, P.J, Sun, S., Sun, X., Tan, T., Tang, Y., Teng, X., Wang, C.-W, Xiao, Y., Yan, J., Yu, L., Yu, Q., Yurovskiy, V., Zhang, J., Zhang, Q., Zhao, H., Zheng, Y.
Published 2021

A Deep Learning Radiomics Model to Identify Poor Outcome in COVID-19 Patients with Underlying Health Conditions: A Multicenter Study

by Bai, Y., Dong, D., Hu, Y., Huang, Y., Li, H., Li, L., Liu, S., Lu, L., Qiu, X., Tian, J., Wang, M., Wang, S., Yu, X., Zha, Y.
Published 2021

Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears

by Antani, S., Jaeger, S., Kassim, Y.M, Maude, R.J, Palaniappan, K., Palaniappan, N., Poostchi, M., Yang, F.
Published 2021

CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection

by McLoughlin, I., Mertins, A., Palaniappan, R., Pham, L., Phan, H.
Published 2021

Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning from Label Fuzzy Proportions

by Bai, X., Ge, H., Li, J., Liang, T., Lu, N., Tian, Y., Wu, J., Ye, Q., Zhang, Q., Zhou, T.
Published 2021

Distant Domain Transfer Learning for Medical Imaging

by Liu, M., Liu, Y., Niu, S., Song, H., Wang, J.
Published 2021

Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning

by Bonnington, P., Ge, Z., Ju, L., Lu, H., Mahapatra, D., Wang, X., Zhao, X.
Published 2021

Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images

by Chen, C., Huang, Y., Huo, E.-Z, Li, R., Miao, J., Ni, D., Qian, J., Shi, W., Yang, X., Zhou, G.-Q
Published 2021