Aggelos K Katsaggelos

Professor, Joseph Cummings Chair

Northwestern University

United States

Research Interests

Explore related searches

Professors in United States Professors in Medical Imaging Medical Imaging professors in United States

Contact this professor

Get a free first email built on one of their papers, ready for you to edit and send yourself.

About

Aggelos K Katsaggelos is a Professor and the Joseph Cummings Chair at Northwestern University, USA. His research areas include machine learning applications in astrophysics, medical imaging techniques, and citizen science methodologies. Recent publications highlight advancements in glitch classification for gravitational wave detection, time series interpolation for binary evolution simulations, and techniques for enhancing imaging in medical diagnostics.

Articles (26)

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Year:

2024

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2023

Year:

2022

Collaborators (16)

Mohammed S.M. Elbaz

Northwestern University

UNITED STATES

Aggelos K Katsaggelos

Research Interests

Explore related searches

Contact this professor

About

Articles (26)

Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations

Advancing glitch classification in Gravity Spy: multi-view fusion with attention-based machine learning for Advanced LIGO’s fourth observing run

Novel Self-Calibrated Threshold-Free Probabilistic Fibrosis Signature Technique for 3D Late Gadolinium Enhancement MRI

Nonlinear interpolated Variational Autoencoder for generalized fluid content estimation

Automatic Camera Movement Generation With Enhanced Immersion for Virtual Cinematography

LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior for Compressed Sensing

Spatially-Aware Loss Functions for GAN-Driven Super-Resolution

Using Variational Autoencoders for Out of Distribution Detection in Histological Multiple Instance Learning

An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection

Predicting COVID-19 Vaccination Uptake Using a Small and Interpretable Set of Judgment and Demographic Variables: Cross-Sectional Cognitive Science Study

Casinos, card counters, and the law of large numbers

Computational approaches in mental health

Real-Time Lightweight Video Super-Resolution with RRED-based Perceptual Constraint

Video Variational Deep Atmospheric Turbulence Correction

Computationally Efficient IMplicit Training Strategy for UNrolled NEtworks (IMUNNE): A preliminary analysis using accelerated real-time cardiac cine MRI

Supporting Human and Machine Co-Learning in Citizen Science: Lessons From Gravity Spy

Reinforcement Learning for Adaptive Video Compressive Sensing

The Relationship Between a History of High-risk and Destructive Behaviors and COVID-19 Infection: Preliminary Study

A Novel Automatic Content Generation And Optimization Framework

Data quality up to the third observing run of advanced LIGO: Gravity Spy glitch classifications

Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification

Learning-based physical models of room-temperature semiconductor detectors with reduced data

POSYDON: A General-purpose Population Synthesis Code with Detailed Binary-evolution Simulations

Probabilistic fusion of crowds and experts for the search of gravitational waves

SmokeMon: Unobtrusive Extraction of Smoking Topography Using Wearable Energy-Efficient Thermal

A Joint Intensity-Neuromorphic Event Imaging System With Bandwidth-Limited Communication Channel

Collaborators (16)

Mohammed S.M. Elbaz

Mahdi Pedram

Pablo Ruiz Matarán

Meng Sun

Jeffrey Andrews

Corey Jackson

Nicos Maglaveras

Daniel Kim

Carsten Østerlund

Alexander Smith

Rafael Molina Soriano

Sidi Lu

Josiah Hester

Jian Ren

Konstantinos Kovlakas

Christopher Berry

Make your next move.