Katsaggelos, Aggelos K.

Efficient Video Object Segmentation via Network Modulation

Yang, L., Wang, Y., Xiong, X., Yang, J., & Katsaggelos, A. K. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 386

Automatic Facial Expression Recognition Using Facial Animation Parameters and Multistream HMMs

Aleksic, P. S., & Katsaggelos, A. K. (2006) · IEEE Transactions on Information Forensics and Security

Emotion and Mood RecognitionFace recognition and analysis

Cited by 235

DeepCOVID-XR: An artificial intelligence algorithm to detect COVID-19 on chest radiographs trained and tested on a large U.S. clinical data set

Wehbe, R. M., Sheng, J., Dutta, S., Chai, S., Dravid, A., Barutcu, S., Wu, Y., Cantrell, D. R., Xiao, N., Allen, B. D., et al. (2021) · Radiology

COVID-19 diagnosis using AIArtificial Intelligence in Healthcare and Education

Cited by 190

A deep learning method for predicting the COVID-19 ICU patient outcome fusing x-rays, respiratory sounds, and ICU parameters

Wu, Y., Rocha, B. M., Kaimakamis, E., Cheimariotis, G.-A., Petmezas, G., Chatzis, E., Kilintzis, V., Stefanopoulos, L., Pessoa, D., Marques, A., et al. (2024) · Expert Systems with Applications

COVID-19 diagnosis using AIMachine Learning in Healthcare

Cited by 23

Automated HFrEF Diagnosis Using an Optimized TimeSformer Model in Echocardiography

Petmezas, G., Papageorgiou, V. E., Vassilikos, V., Pagourelias, E., Tachmatzidis, D., Tsaklidis, G., Katsaggelos, A. K., & Maglaveras, N. (2025) · Journal of Imaging Informatics in Medicine

Artificial Intelligence in HealthcareCardiovascular Function and Risk Factors

Cited by 3