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Aggelos K. Katsaggelos

Northwestern University
H指数:80
被引数:2.8万
浏览量:0

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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]

人工智能和信号处理教育两次圆桌会议的经验教训: 应对新时代和新学科的出现 [人工智能教育专刊: 信号处理视角]

IEEE Signal Processing Magazine
IF9.6
2026-01-280
PRE
Andres 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
Optimizing atrial fibrillation detection through ECG feature selection using Extra-Trees and statistical association measures

通过Extra-Trees和统计关联度量优化心房颤动检测的ECG特征选择

Journal of Electrocardiology
IF1.2
2026-01-011
OAAI
Petmezas, Georgios; Papageorgiou, Vasileios E.; Passman, Rod S.; Rogers, John A.; Stefanopoulos, Leandros; Katsaggelos, Aggelos K.; Maglaveras, Nicos
DRL-STNet: Unsupervised Domain Adaptation for Cross-Modality Medical Image Segmentation via Disentangled Representation Learning

DRL-STNet：通过解耦表示学习实现跨模态医学图像分割的无监督域自适应

FAST, LOW-RESOURCE, ACCURATE ROBUST ORGAN AND PAN-CANCER SEGMENTATION, MICCAI CHALLENGE, FLARE 2024
IF0
2026-01-010
PRE
Lin, Hui; Schiffers, Florian; Lopez-Tapia, Santiago; Tavakoli, Neda; Kim, Daniel; Katsaggelos, Aggelos K.
Automated HFrEF Diagnosis Using an Optimized TimeSformer Model in Echocardiography

基于优化TimeSformer模型的心脏超声自动HFrEF诊断

Journal of Imaging Informatics in Medicine
IF0
2025-12-010
PRE
Georgios Petmezas; Vasileios E. Papageorgiou; Vassilios Vassilikos; Efstathios Pagourelias; Dimitrios Tachmatzidis; George Tsaklidis; Aggelos K. Katsaggelos; Nicos Maglaveras
THOR: Thermal-Guided Hand-Object Reasoning via Adaptive Vision Sampling

THOR：基于自适应视觉采样的热成像引导手-物体推理

Proceedings of the ACM on Interactive; Mobile; Wearable and Ubiquitous Technologies
IF0
2025-11-280
OAAI
Soroush Shahi; Farzad Shahabi; Rama Naboulsi; Glenn Fernandes; Aggelos K Katsaggelos; Nabil Alshurafa
Comprehensive Optoelectronic Study of Copper Nitride: Dielectric Function and Bandgap Energies

氮化铜的综合光电子学研究：介电函数和带隙能量

Nanomaterials 2025, Vol. 15, Page 1577
IF0
2025-10-160
OAAI
Manuel Ballester; Almudena P. Marquez; Eduardo Blanco; Jose M. Manuel; Maria I. Rodriguez-Tapiador; Susana M. Fernandez; Florian Willomitzer; Aggelos K. Katsaggelos; Emilio Marquez
POSYDON Version 2: Population Synthesis with Detailed Binary-evolution Simulations across a Cosmological Range of Metallicities

POSYDON Version 2：具有详细双星演化模拟的星族合成，跨越宇宙学范围的金属丰度

The Astrophysical Journal Supplement Series
IF0
2025-10-160
OA
Jeff 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
ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from Late Gadolinium-Enhancement Images

ScarNet: 一种用于自动量化晚期钆增强图像中心肌瘢痕的新型基础模型

Journal of Cardiovascular Magnetic Resonance
IF6.1
2025-08-200
OAAI
Neda 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
Advancing glitch classification in Gravity Spy: multi-view fusion with attention-based machine learning for Advanced LIGO’s fourth observing run

在Gravity Spy中推进故障分类：基于注意力机制机器学习的多视图融合，用于Advanced LIGO的第四次观测运行

Classical and Quantum Gravity
IF3.7
2025-08-140
PRE
Yunan Wu; Michael Zevin; Christopher P L Berry; Kevin Crowston; Carsten Østerlund; Zoheyr Doctor; Sharan Banagiri; Corey B Jackson; Vicky Kalogera; Aggelos K Katsaggelos
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge

JustRAIGS：人工智能青光眼筛查挑战中的合理转诊

IEEE Transactions on Medical Imaging
IF9.8
2025-08-070
OAAI
Yeganeh 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
Probabilistic smooth attention for deep multiple instance learning in medical imaging

医学影像中深度多实例学习的概率平滑注意力

Pattern Recognition
IF7.6
2025-07-080
OA
Francisco M. Castro-Macías; Pablo Morales-Álvarez; Yunan Wu; Rafael Molina; Aggelos K. Katsaggelos
Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations

不规则采样时间序列插值在详细双星演化模拟中的应用

ASTROPHYSICAL JOURNAL
IF5.4
2025-05-070
OA
Srivastava, 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
Enhanced heart failure mortality prediction through model-independent hybrid feature selection and explainable machine learning

通过与模型无关的混合特征选择和可解释的机器学习增强心力衰竭死亡率预测

JOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
2025-03-010
PRE
Petmezas, Georgios; Papageorgiou, Vasileios E.; Vassilikos, Vassilios; Pagourelias, Efstathios; Tachmatzidis, Dimitrios; Tsaklidis, George; Katsaggelos, Aggelos K.; Maglaveras, Nicos
Review and novel formulae for transmittance and reflectance of wedged thin films on absorbing substrates

楔形薄膜在吸收性衬底上的透射率和反射率综述及新公式

MEASUREMENT SCIENCE AND TECHNOLOGY
IF3.4
2025-01-221
OA
Ballester, Manuel; Marquez, Emilio; Bass, John; Wursch, Christoph; Willomitzer, Florian; Katsaggelos, Aggelos K.
LCNet: Lightweight Cycle Network Driven by Physical and Deep Prior for Compressed Sensing

LCNet：一种由物理和深度先验驱动的轻量级循环网络，用于压缩感知

IEEE Transactions on Multimedia
IF9.7
2025-01-010
PRE
Shuowen Yang; Fernando Pérez-Bueno; Hanlin Qin; Rafael Molina; Aggelos K. Katsaggelos
Charge Diffusion and Repulsion in Semiconductor Detectors

半导体探测器中的电荷扩散和排斥

SENSORS
IF3.5
2024-11-060
OAAI
Ballester, Manuel; Kaspar, Jaromir; Massanes, Francesc; Vija, Alexander Hans; Katsaggelos, Aggelos K.
Development of a Miniaturized Mechanoacoustic Sensor for Continuous, Objective Cough Detection, Characterization and Physiologic Monitoring in Children With Cystic Fibrosis
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
2024-10-010
PRE
Tzavelis, 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.
HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications
PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT
IF4.5
2024-09-090
PRE
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
Focused active learning for histopathological image classification *

聚焦主动学习在组织病理学图像分类中的应用 *

MEDICAL IMAGE ANALYSIS
IF11.8
2024-07-011
OA
Schmidt, Arne; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Newberg, Lee A.; Enquobahrie, Andinet; Molina, Rafael; Katsaggelos, Aggelos K.
Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection
artificial intelligence review
IF4.6
2024-06-012
OAAI
Castro-Macias, FranciscoM.; Morales-Alvarez, Pablo; Wu, Yunan; Molina, Rafael; Katsaggelos, Aggelos K.

研究方向

暂未获取到该数据
R
Rafael Molina
H 指数:56论文数:498被引数:1.3万
J
Javier Mateos
H 指数:21论文数:111被引数:2,187
O
Oliver Cossairt
H 指数:27论文数:192被引数:2,595
G
G.M. Schuster
H 指数:21论文数:107被引数:1,944
T
Thrasyvoulos N. Pappas
H 指数:34论文数:202被引数:5,027
P
Pablo Ruiz
H 指数:11论文数:42被引数:506
Y
Yunan Wu
H 指数:12论文数:89被引数:673
P
Pablo Morales-Álvarez
H 指数:11论文数:50被引数:492
R
Randall Berry
H 指数:48论文数:472被引数:1.0万
N
Nicos Maglaveras
H 指数:38论文数:489被引数:8,588