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KA
Katsaggelos, Aggelos
Professor · Institute of Technology
Northwestern University · United StatesArtificial IntelligenceMachine LearningMultimedia Signal ProcessingMultimedia CommunicationsComputational ImagingComputer VisionMedical and Biological Signal ProcessingDNA Signal Processing
代表成果
- Guo, Jiaqi; Wu, Yunnan; Kaimakamis, Evangelos; Petmezas, Georgios; Papageorgiou, Vasileios E.; Maglaveras, Nicos; Katsaggelos, Aggelos K., Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor, IEEE Computer Society (2025).
- Wang, Xijun; Lopez-Tapia, Santiago; Wu, Xinyi; Molina, Rafael; Katsaggelos, Aggelos K., Spatially-Aware Loss Functions for GAN-Driven Super-Resolution, IEEE Access (2025).
- Banerjee, Srutarshi; Rodrigues, Miesher; Ballester, Manuel; Vija, Alexander Hans; Katsaggelos, Aggelos K., Machine Learning Approaches for CdZnTe/CdTe Radiation Detectors, Springer Nature (2025).
- Yang, Shuowen; Perez-Bueno, Fernando; Qin, Hanlin; Molina, Rafael; Katsaggelos, Aggelos K., LCNet, IEEE Transactions on Multimedia (2025).
- Wu, Xinyi; Wang, Haohong; Katsaggelos, Aggelos K., Automatic Camera Movement Generation with Enhanced Immersion for Virtual Cinematography, IEEE Transactions on Multimedia (2025).
- Teng, Elizabeth; Demir, Ugur; Doctor, Zoheyr; Srivastava, Philipp M.; Lalvani, Shamal; Kalogera, Vicky; Katsaggelos, Aggelos; Andrews, Jeff J.; Bavera, Simone S.; Briel, Max M.; Gossage, Seth; Kovlakas, Konstantinos; Kruckow, Matthias U.; Rocha, Kyle Akira; Sun, Meng; Xing, Zepei; Zapartas, Emmanouil, Emulators for stellar profiles in binary population modeling, Astronomy and Computing (2025).
- Wu, Yunan; Iorga, Michael; Badhe, Suvarna; Zhang, James; Cantrell, Donald R.; Tanhehco, Elaine J.; Szrama, Nicholas; Naidech, Andrew M.; Drakopoulos, Michael; Hasan, Shamis T.; Patel, Kunal M.; Hijaz, Tarek A.; Russell, Eric J.; Lalvani, Shamal; Adate, Amit; Parrish, Todd B.; Katsaggelos, Aggelos K.; Hill, Virginia B., Precise Image-level Localization of Intracranial Hemorrhage on Head CT Scans with Deep Learning Models Trained on Studylevel Labels, Radiology: Artificial Intelligence (2024).
- Stefanopoulos, Leandros; Kim, Byoung Woo; Sheppard, John; Azcona, Emanuel A.; Vike, Nicole L.; Bari, Sumra; Lalvani, Shamal; Woodward, Sean; Maglaveras, Nicos; Block, Martin; Katsaggelos, Aggelos K.; Breiter, Hans C., Discrete, recurrent, and scalable patterns in non-operant judgement underlie affective picture ratings, Cognitive Processing (2025).
- Fernandes, Glenn J.; Zheng, Jiayi; Pedram, Mahdi; Romano, Christopher; Shahabi, Farzad; Rothrock, Blaine; Cohen, Thomas; Zhu, Helen; Butani, Tanmeet S.; Hester, Josiah; Katsaggelos, Aggelos K.; Alshurafa, Nabil, HabitSense, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (2024).
- Demir, Ugur; Jha, Debesh; Zhang, Zheyuan; Keles, Elif; Allen, Bradley; Katsaggelos, Aggelos K.; Bagci, Ulas, Explainable Transformer Prototypes for Medical Diagnoses, IEEE Computer Society (2024).
数据校验于 9/6/2026数据来源