Aggelos K. Katsaggelos

NeuroscienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

2in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 2 indexed papers attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 22 papers. Top paper: “Usformer: A small network for left atrium segmentation of 3D LGE MRI”.

Usformer: A small network for left atrium segmentation of 3D LGE MRI

Heliyon(2024)10.1016/j.heliyon.2024.e28539

N/A

0.385DataRank · unranked

12 citations

Santiago López-Tapia, Florian Schiffers, Yunan Wu, Suvai Gunasekaran, Julia J. Hwang +7 more

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(2024)10.1109/jbhi.2024.3415479

N/A

0.360DataRank · unranked

10 citations

J. Palla, Radhika Mathur, B. Bedford, Yung-Hsuan Wu, Jacob Trueb +13 more

A novel approach to anxiety level prediction using small sets of judgment and survey variables

npj Mental Health Research(2024)10.1038/s44184-024-00074-x

N/A

0.292DataRank · unranked

6 citations

Byoung-Woo Kim, Nicole L. Vike, Shamal Lalvani, Leandros Stefanopoulos, Nicos Maglaveras +5 more

Geometric deep learning on brain shape predicts sex and age

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.06.29.177543

N/A

0.269DataRank · unranked

5 citations

Todd B. Parrish, Aggelos K. Katsaggelos, S. Kathleen Bandt, Pierre Besson

Longitudinal Wrist PPG Analysis for Reliable Hypertension Risk Screening Using Deep Learning

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)(2025)10.1109/icassp49660.2025.10888486

N/A

0.208DataRank · unranked

3 citations

Jiyang Li, Ramy Hussein, Xin Sui, Xiaoyu Li, Guangpu Zhu +4 more

Usformer: A Light Neural Network for Left Atrium Segmentation of 3D LGE MRI

(2023)10.23919/eusipco58844.2023.10289839

N/A

0.208DataRank · unranked

3 citations

Santiago Lopez Tapia, Florian Schiffers, Yunan Wu, Huili Yang, Nikolay Iakovlev +6 more

Multi-Modal Hand-to-Mouth Gesture Recognition in Activity-Oriented RGB-Thermal Footage (Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence(2025)10.1609/aaai.v39i28.35254

N/A

0.104DataRank · unranked

1 citations

Ming Lu, Farzad Shahabi, Jiayi Zheng, Aggelos K. Katsaggelos, Nabil Alshurafa +1 more

ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI

arXiv (Cornell University)(2025)10.48550/arxiv.2501.01372

N/A

0.104DataRank · unranked

1 citations

Amir Ali Rahsepar, Brandon Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers +7 more

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

IEEE Transactions on Biomedical Engineering(2024)10.1109/tbme.2024.3476930

N/A

0DataRank · unranked

15 citations

Eugene Kholmovski, Aggelos K. Katsaggelos, Daniel Kim, Rod Passman, Mohammed S.M. Elbaz +1 more

Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19

PLOS Digital Health(2022)10.1371/journal.pdig.0000057

N/A

0DataRank · unranked

15 citations

Jorge Rodriguez Fernandez, Stephen M. Borstelmann, Adam E. Flanders, Daniel R. Wenzke, Eric Hart +14 more

Focused active learning for histopathological image classification

Medical Image Analysis(2024)10.1016/j.media.2024.103162

N/A

0DataRank · unranked

12 citations

Pablo Morales-Álvarez, Lee Cooper, Lee A. Newberg, Daniel A. Enquobahrie, Rafael Molina +2 more

Analyzing Brain Morphology in Alzheimer’s Disease Using Discriminative and Generative Spiral Networks

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.15.440008

N/A

0DataRank · unranked

3 citations

Pierre Besson, Yunan Wu, Ajay S. Kurani, S. Kathleen Bandt, Todd B. Parrish +3 more

Explainable Transformer Prototypes for Medical Diagnoses

arXiv (Cornell University)(2024)10.48550/arxiv.2403.06961

N/A

0DataRank · unranked

1 citations

Debesh Jha, Zheyuan Zhang, Elif Keleş, Bradley D. Allen, Aggelos K. Katsaggelos +2 more

Focused Active Learning for Histopathological Image Classification

arXiv (Cornell University)(2024)10.48550/arxiv.2404.04663

N/A

0DataRank · unranked

0 citations

Pablo Morales-Álvarez, Lee Cooper, Lee A. Newberg, Daniel A. Enquobahrie, Aggelos K. Katsaggelos +2 more

Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI

IEEE Transactions on Biomedical Engineering(2024)10.1109/tbme.2024.3443635

N/A

0DataRank · unranked

0 citations

Florian Schiffers, S. Tapia, Daming Shen, KyungPyo Hong, Michael Markl +4 more

ScarNet: a novel foundation model for automated myocardial scar quantification from late gadolinium-enhancement images

Journal of Cardiovascular Magnetic Resonance(2025)10.1016/j.jocmr.2025.101945

N/A

0DataRank · unranked

5 citations

Amir Ali Rahsepar, Brandon Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers +7 more

JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge

IEEE Transactions on Medical Imaging(2025)10.1109/tmi.2025.3596874

N/A

0DataRank · unranked

2 citations

Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eun‐jin Kim +33 more

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

IEEE Access(2025)10.1109/access.2025.3593420

N/A

0DataRank · unranked

0 citations

Luz García, Lee Cooper, Jeffrey A. Goldstein, Rafael Molina, Aggelos K. Katsaggelos +1 more

Learning from crowds in digital pathology using scalable variational Gaussian processes

Scientific Reports(2021)10.1038/s41598-021-90821-3

N/A

0DataRank · unranked

32 citations

Mohamed Amgad, Pablo Morales-Álvarez, Pablo Ruiz, Lee Cooper, Rafael Molina +2 more

Rapid Reconstruction of Four-dimensional MR Angiography of the Thoracic Aorta Using a Convolutional Neural Network

Radiology Cardiothoracic Imaging(2020)10.1148/ryct.2020190205

N/A

0DataRank · unranked

16 citations

Daming Shen, Ryan Avery, Ali Serhal, Florian Schiffers, Aggelos K. Katsaggelos +3 more

SmokeMon

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies(2022)10.1145/3569460

N/A

0DataRank · unranked

10 citations

Soroush Shahi, Stefany Cruz, Lingfeng Li, Sougata Sen, Mahdi Pedram +5 more

HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies(2024)10.1145/3678591

N/A

0DataRank · unranked

17 citations

Jiayi Zheng, Mahdi Pedram, Christopher Romano, Farzad Shahabi, Blaine Rothrock +7 more