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Aggelos K. Katsaggelos

Northwestern University

80H-index
1.3KPaper Count
2.8WCitation Count
Published Papers 192
Publication Date
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Lessons From Two Roundtables on Artificial Intelligence and Signal Processing Education: Addressing the emergence of a new era and a new discipline [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]
errIEEE Signal Processing Magazine
IF9.6
err2026-01-28
err0
PREAI
errAndres Kwasinski; Marios S. Pattichis; Alan Bovik; Edward J. Delp; Aggelos K. Katsaggelos; Anna Scaglione; Sharon Gannot; Andreas Spanias; Gene Cheung; Martin Haardt; José M. F. Moura
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Optimizing atrial fibrillation detection through ECG feature selection using Extra-Trees and statistical association measures
errJournal of Electrocardiology
IF1.2
err2026-01-01
err1
errOAAI
errPetmezas, Georgios; Papageorgiou, Vasileios E.; Passman, Rod S.; Rogers, John A.; Stefanopoulos, Leandros; Katsaggelos, Aggelos K.; Maglaveras, Nicos
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DRL-STNet: Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation via Disentangled Representation Learning
errFAST, LOW-RESOURCE, ACCURATE ROBUST ORGAN AND PAN-CANCER SEGMENTATION, MICCAI CHALLENGE, FLARE 2024
IF0
err2026-01-01
err0
PREAI
errLin, Hui; Schiffers, Florian; Lopez-Tapia, Santiago; Tavakoli, Neda; Kim, Daniel; Katsaggelos, Aggelos K.
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Automated HFrEF Diagnosis Using an Optimized TimeSformer Model in Echocardiography
errJournal of Imaging Informatics in Medicine
IF0
err2025-12-01
err0
PREAI
errGeorgios Petmezas; Vasileios E. Papageorgiou; Vassilios Vassilikos; Efstathios Pagourelias; Dimitrios Tachmatzidis; George Tsaklidis; Aggelos K. Katsaggelos; Nicos Maglaveras
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THOR: Thermal-Guided Hand-Object Reasoning via Adaptive Vision Sampling
errProceedings of the ACM on Interactive; Mobile; Wearable and Ubiquitous Technologies
IF0
err2025-11-28
err0
errOAAI
errSoroush Shahi; Farzad Shahabi; Rama Naboulsi; Glenn Fernandes; Aggelos K Katsaggelos; Nabil Alshurafa
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Comprehensive Optoelectronic Study of Copper Nitride: Dielectric Function and Bandgap Energies
errNanomaterials 2025, Vol. 15, Page 1577
IF0
err2025-10-16
err0
errOAAI
errManuel Ballester; Almudena P. Marquez; Eduardo Blanco; Jose M. Manuel; Maria I. Rodriguez-Tapiador; Susana M. Fernandez; Florian Willomitzer; Aggelos K. Katsaggelos; Emilio Marquez
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POSYDON Version 2: Population Synthesis with Detailed Binary-evolution Simulations across a Cosmological Range of Metallicities
errThe Astrophysical Journal Supplement Series
IF0
err2025-10-16
err0
errOAAI
errJeff J. Andrews; Simone S. Bavera; Max Briel; Abhishek Chattaraj; Aaron Dotter; Tassos Fragos; Monica Gallegos-Garcia; Seth Gossage; Vicky Kalogera; Eirini Kasdagli; Aggelos Katsaggelos; Chase Kimball; Konstantinos Kovlakas; Matthias U. Kruckow; Camille Liotine; Devina Misra; Kyle A. Rocha; Dimitris Souropanis; Philipp M. Srivastava; Meng Sun; Elizabeth Teng; Zepei Xing; Emmanouil Zapartas; Michael Zevin
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ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from Late Gadolinium-Enhancement Images
errJournal of Cardiovascular Magnetic Resonance
IF6.1
err2025-08-20
err0
errOAAI
errNeda Tavakoli; Amir Ali Rahsepar; Brandon C. Benefield; Daming Shen; Santiago López-Tapia; Florian Schiffers; Jeffrey J. Goldberger; Christine M. Albert; Edwin Wu; Aggelos K. Katsaggelos; Daniel C. Lee; Daniel Kim
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Advancing glitch classification in Gravity Spy: multi-view fusion with attention-based machine learning for Advanced LIGO’s fourth observing run
errClassical and Quantum Gravity
IF3.7
err2025-08-14
err0
PREAI
errYunan Wu; Michael Zevin; Christopher P L Berry; Kevin Crowston; Carsten Østerlund; Zoheyr Doctor; Sharan Banagiri; Corey B Jackson; Vicky Kalogera; Aggelos K Katsaggelos
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JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge
errIEEE Transactions on Medical Imaging
IF9.8
err2025-08-07
err0
errOAAI
errYeganeh Madadi; Hina Raja; Koenraad A. Vermeer; Hans G. Lemij; Xiaoqin Huang; Eunjin Kim; Seunghoon Lee; Gitaek Kwon; Hyunwoo Kim; Jaeyoung Kim; Adrian Galdran; Miguel A. González Ballester; Dan Presil; Kristhian Aguilar; Victor Cavalcante; Celso Carvalho; Waldir Sabino; Mateus Oliveira; Hui Lin; Charilaos Apostolidis; Aggelos K. Katsaggelos; Tomasz Kubrak; Á. Casado-García; J. Heras; M. Ortega; L. Ramos; Philippe Zhang; Yihao Li; Jing Zhang; Weili Jiang; Pierre-Henri Conze; Mathieu Lamard; Gwenole Quellec; Mostafa El Habib Daho; Madukuri Shaurya; Anumeha Varma; Monika Agrawal; Siamak Yousefi
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Probabilistic smooth attention for deep multiple instance learning in medical imaging
errPattern Recognition
IF7.6
err2025-07-08
err0
errOAAI
errFrancisco M. Castro-Macías; Pablo Morales-Álvarez; Yunan Wu; Rafael Molina; Aggelos K. Katsaggelos
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Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations
errASTROPHYSICAL JOURNAL
IF5.4
err2025-05-07
err0
errOAAI
errSrivastava, Philipp M.; Demir, Ugur; Katsaggelos, Aggelos; Kalogera, Vicky; Lalvani, Shamal; Teng, Elizabeth; Fragos, Tassos; Andrews, Jeff J.; Bavera, Simone S.; Briel, Max; Gossage, Seth; Kovlakas, Konstantinos; Kruckow, Matthias U.; Liotine, Camille; Rocha, Kyle A.; Sun, Meng; Xing, Zepei; Zapartas, Emmanouil
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Enhanced heart failure mortality prediction through model-independent hybrid feature selection and explainable machine learning
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2025-03-01
err0
PREAI
errPetmezas, Georgios; Papageorgiou, Vasileios E.; Vassilikos, Vassilios; Pagourelias, Efstathios; Tachmatzidis, Dimitrios; Tsaklidis, George; Katsaggelos, Aggelos K.; Maglaveras, Nicos
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Review and novel formulae for transmittance and reflectance of wedged thin films on absorbing substrates
errMEASUREMENT SCIENCE AND TECHNOLOGY
IF3.4
err2025-01-22
err1
errOAAI
errBallester, Manuel; Marquez, Emilio; Bass, John; Wursch, Christoph; Willomitzer, Florian; Katsaggelos, Aggelos K.
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LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior for Compressed Sensing
errIEEE Transactions on Multimedia
IF9.7
err2025-01-01
err0
PREAI
errShuowen Yang; Fernando Pérez-Bueno; Hanlin Qin; Rafael Molina; Aggelos K. Katsaggelos
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Charge Diffusion and Repulsion in Semiconductor Detectors
errSENSORS
IF3.5
err2024-11-06
err0
errOAAI
errBallester, Manuel; Kaspar, Jaromir; Massanes, Francesc; Vija, Alexander Hans; Katsaggelos, Aggelos K.
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Development of a Miniaturized Mechanoacoustic Sensor for Continuous, Objective Cough Detection, Characterization and Physiologic Monitoring in Children With Cystic Fibrosis
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2024-10-01
err0
PREAI
errTzavelis, Andreas; Palla, John; Mathur, Radhika; Bedford, Brittany; Wu, Yung-Hsuan; Trueb, Jacob; Shin, Hee Sup; Arafa, Hany; Jeong, Hyoyoung; Ouyang, Wei; Kwak, Jay Young; Chiang, Jennifer; Schulz, Sydney; Carter, Tina M.; Rangaraj, Vittobai; Katsaggelos, Aggelos K.; McColley, Susanna A.; Rogers, John A.
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HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications
errPROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT
IF4.5
err2024-09-09
err0
PREAI
errFernandes, 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
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Focused active learning for histopathological image classification *
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-07-01
err1
errOAAI
errSchmidt, Arne; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Newberg, Lee A.; Enquobahrie, Andinet; Molina, Rafael; Katsaggelos, Aggelos K.
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Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection
errartificial intelligence review
IF4.6
err2024-06-01
err2
errOAAI
errCastro-Macias, FranciscoM.; Morales-Alvarez, Pablo; Wu, Yunan; Molina, Rafael; Katsaggelos, Aggelos K.
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
John A. Rogers
H-index: 166 · Papers: 1.1K
J
James D. Thomas
H-index: 124 · Papers: 1.1K
R
Rama Chellappa
H-index: 117 · Papers: 1.3K
S
Sanjiv J. Shah
H-index: 116 · Papers: 1.2K
A
Alan C. Bovik
H-index: 109 · Papers: 1.0K
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