Yuri S Velichko

Associate Professor, Radiology, Northwestern University

Joined

May 2024

Names

Yuri S Velichko (Preferred)

Yuri Velichko

Yury Velichko

Yury S Velichko

Emails

****@northwestern.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Radiology, Northwestern University (northwestern.edu)

Present

Advisors, Relations & Conflicts

Coauthor

Amir A. Borhani

Present

Coauthor

Ulas Bagci

2022 – Present

Expertise

Machine Learning

2020 – Present

Medical image analysis

2020 – Present

Radiomics

2020 – Present

Publications

Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
Reza Azad, Amirhossein Kazerouni, Babak AminAzad, Ehsan Khodapanah Aghdam, Yuri Velichko, Ulas Bagci, Dorit Merhof
- MICCAI 2023 Psoter
- Readers: Everyone
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yuri Velichko, Ulas Bagci, Dorit Merhof
- ISBI 2024
- Readers: Everyone
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
Reza Azad, Leon Niggemeier, Michael Huttemann, Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Yuri Velichko, Ulas Bagci, Dorit Merhof
- WACV 2024 Poster
- Readers: Everyone
Large-scale multi-center CT and MRI segmentation of pancreas with deep learning
Zheyuan Zhang, Elif Keles, Gorkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade, Debesh Jha, Asli C. Ormeci, Alpay Medetalibeyoglu, Lanhong Yao, Bin Wang, Ilkin Sevgi Isler, Linkai Peng, Hongyi Pan, Camila Lopes Vendrami, Amir Bourhani, Yury Velichko, Boqing Gong, Concetto Spampinato, Ayis Pyrros et al. (18 additional authors not shown)
- Medical Image Anal. 2025
- Readers: Everyone
Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis
Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
- MICCAI (9) 2024
- Readers: Everyone
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation
Koushik Biswas, Ridam Pal, Shaswat Patel, Debesh Jha, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela P. Ladner, Amir Borhani, Ulas Bagci
- MLMI@MICCAI (1) 2024
- Readers: Everyone
IPMN Risk Assessment under Federated Learning Paradigm
Hongyi Pan, Ziliang Hong, Gorkem Durak, Elif Keles, Halil Ertugrul Aktas, Yavuz Taktak, Alpay Medetalibeyoglu, Zheyuan Zhang, Yury Velichko, Concetto Spampinato, Ivo Schoots, Marco J. Bruno, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Frank H. Miller, Rajesh N. Keswani, Michael B. Wallace, Ziyue Xu, Ulas Bagci
- CoRR 2024
- Readers: Everyone
Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation
Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
- ISBI 2024
- Readers: Everyone
Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI
Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Yavuz Taktak, Elif Keles, Ertugrul Aktas, Alpay Medetalibeyoglu, Yury Velichko, Concetto Spampinato, Ivo Schoots, Marco J. Bruno, Rajesh N. Keswani, Pallavi Tiwari, Candice W. Bolan, Tamas Gonda, Michael G. Goggins, Michael B. Wallace, Ziyue Xu, Ulas Bagci
- CoRR 2024
- Readers: Everyone
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI
Maria Correia de Verdier, Rachit Saluja, Louis Gagnon, Dominic LaBella, Ujjwal Baid, Nourel Hoda Tahon, Martha Foltyn-Dumitru, Jikai Zhang, Maram Alafif, Saif Baig, Ken Chang, Gennaro D'Anna, Lisa Deptula, Diviya Gupta, Muhammad Ammar Haider, Ali Hussain, Michael Iv, Marinos Kontzialis, Paul Manning, Farzan Moodi et al. (65 additional authors not shown)
- CoRR 2024
- Readers: Everyone

View all 37 publications

Co-Authors

View all 286 co-authors