Ulas Bagci | Scholar Profiles and Rankings

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THE BOSTON ERCP DATASET: A VIDEO DATASET FOR ADVANCED ENDOSCOPY (journal article) Geissler, Mark \| Jha, Debesh \| Elamin, Sami \| Dastjerdi, Roya \| Kolbinger, Fiona \| Bagci, Ulas \| Gabr, Moamen \| Pleskow, Douglas \| Sawhney, Mandeep \| Berzin, Tyler Gastrointestinal Endoscopy, volume 99, issue 6, pages AB5-AB6 (2024). 10.1016/j.gie.2024.04.646 Cite \| Source
ENHANCING COLONOSCOPY OUTCOMES WITH DAPODET-BASED AI FOR REAL-TIME SESSILE SERRERATED POLYP DETECTION (journal article) Das, Abhijit \| Jha, Debesh \| Tomar, Nikhil \| Dasu, Neethi \| Geissler, Mark \| Wang, Dayang \| Bakhit, Mena \| Dasu, Kirti \| Berzin, Tyler \| Bagci, Ulas Gastrointestinal Endoscopy, volume 99, issue 6, pages AB1- (2024). 10.1016/j.gie.2024.04.639 Cite \| Source
Su1499 ENHANCING LIVER SEGMENTATION OUTCOMES WITH MSFORMERBASED ARTIFICIAL INTELLIGENCE SYSTEM (journal article) Jha, Debesh \| Tomar, Nikhil K. \| Biswas, Koushik \| Durak, Gorkem \| Pan, Hongyi \| Bagci, Ulas Gastroenterology, volume 166, issue 5, pages S-1617- (2024). 10.1016/S0016-5085(24)04179-9 Cite \| Source
Domain Generalization with fourier Transform and soft thresholding (conference) Pan, Hongyi \| Wang, Bin \| Zhang, Zheyuan \| Zhu, Xin \| Jha, Debesh \| Cetin, Ahmet Enis \| Spampinato, Concetto \| Bagci, Ulas ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024) Seoul, Korea, Republic of 10.1109/ICASSP48485.2024.10446303 Cite \| Source
COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers (journal article) Aytekin, Idil \| Dalmaz, Onat \| Gonc, Kaan \| Ankishan, Haydar \| Saritas, Emine Ulku \| Bagci, Ulas \| Celik, Haydar \| Çukur, Tolga IEEE Journal of Biomedical and Health Informatics, volume 28, issue 3, pages 1273-1284 (2024). 10.1109/JBHI.2023.3339700 Cited by (2) \| Cite \| Source
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings (conference) Kazerouni, Amirhossein \| Azad, Reza \| Hosseini, Alireza \| Merhof, Dorit \| Bagci, Ulas 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024) Waikoloa, HI, USA 10.1109/WACV57701.2024.00133 Cite \| Source
Domain Generalization with Correlated Style Uncertainty (conference) Zhang, Zheyuan \| Wang, Bin \| Jha, Debesh \| Demir, Ugur \| Bagci, Ulas 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024) Waikoloa, HI, USA 10.1109/WACV57701.2024.00200 Cite \| Source
SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation (conference) Gorade, Vandan \| Mittal, Sparsh \| Jha, Debesh \| Bagci, Ulas 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024) Waikoloa, HI, USA 10.1109/WACV57701.2024.00759 Cited by (1) \| Cite \| Source
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation (conference) Azad, Reza \| Niggemeier, Leon \| Hüttemann, Michael \| Kazerouni, Amirhossein \| Aghdam, Ehsan Khodapanah \| Velichko, Yury \| Bagci, Ulas \| Merhof, Dorit 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024) Waikoloa, HI, USA 10.1109/WACV57701.2024.00132 Cited by (10) \| Cite \| Source
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification (conference) Wang, Bin \| Pan, Hongyi \| Aboah, Armstrong \| Zhang, Zheyuan \| Keles, Elif \| Torigian, Drew \| Turkbey, Baris \| Krupinski, Elizabeth \| Udupa, Jayaram \| Bagci, Ulas 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024) Waikoloa, HI, USA 10.1109/WACV57701.2024.00219 Cited by (3) \| Cite \| Source
Radiomics Boosts Deep Learning Model for IPMN Classification (book chapter) In Machine Learning in Medical Imaging Yao, Lanhong \| Zhang, Zheyuan \| Demir, Ugur \| Keles, Elif \| Vendrami, Camila \| Agarunov, Emil \| Bolan, Candice \| Schoots, Ivo \| Bruno, Marc \| Keswani, Rajesh \| ... \| Bagci, Ulas Springer Nature Switzerland (2024) 10.1007/978-3-031-45676-3_14 Cite \| Source
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection (book chapter) In Machine Learning for Multimodal Healthcare Data Jha, Debesh \| Sharma, Vanshali \| Dasu, Neethi \| Tomar, Nikhil Kumar \| Hicks, Steven \| Bhuyan, M. K. \| Das, Pradip K. \| Riegler, Michael A. \| Halvorsen, Pål \| Bagci, Ulas \| de Lange, Thomas Springer Nature Switzerland (2024) 10.1007/978-3-031-47679-2_10 Cited by (1) \| Cite \| Source
The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review (journal article) Keles, Elif \| Bagci, Ulas npj Digital Medicine, volume 6, issue 1 (2023). 10.1038/s41746-023-00941-5 Cited by (5) \| Cite \| Source
Self-supervised Semantic Segmentation: Consistency over Transformation (conference) Karimijafarbigloo, Sanaz \| Azad, Reza \| Kazerouni, Amirhossein \| Velichko, Yury \| Bagci, Ulas \| Merhof, Dorit 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (2023) Paris, France 10.1109/ICCVW60793.2023.00280 Cited by (1) \| Cite \| Source
Selecting the best optimizers for deep learning–based medical image segmentation (journal article) Mortazi, Aliasghar \| Cicek, Vedat \| Keles, Elif \| Bagci, Ulas Frontiers in Radiology, volume 3 (2023). 10.3389/fradi.2023.1175473 Cited by (2) \| Cite \| Source
Deep Learning Algorithms for Pancreas Segmentation from Radiology Scans (journal article) Zhang, Zheyuan \| Yao, Lanhong \| Keles, Elif \| Velichko, Yury \| Bagci, Ulas Advances in Clinical Radiology, volume 5, issue 1, pages 31-52 (2023). 10.1016/j.yacr.2023.05.001 Cited by (3) \| Cite \| Source
A Comprehensive Review of Deep Learning Approaches for Magnetic Resonance Imaging Liver Tumor Analysis (journal article) Velichko, Yuri S. \| Gennaro, Nicolo \| Karri, Meghana \| Antalek, Matthew \| Bagci, Ulas Advances in Clinical Radiology, volume 5, issue 1, pages 1-15 (2023). 10.1016/j.yacr.2023.06.001 Cited by (2) \| Cite \| Source
An Efficient Multi-Scale Fusion Network for 3D Organs at Risk (OARs) Segmentation (conference) Srivastava, Abhishek \| Jha, Debesh \| Keles, Elif \| Aydogan, Bulent \| Abazeed, Mohamed \| Bagci, Ulas 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023) Sydney, Australia 10.1109/EMBC40787.2023.10340307 Cited by (1) \| Cite \| Source
TransResU-Net: A Transformer based ResU-Net for Real-Time Colon Polyp Segmentation (conference) Tomar, Nikhil Kumar \| Shergill, Annie \| Rieders, Brandon \| Bagci, Ulas \| Jha, Debesh 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023) Sydney, Australia 10.1109/EMBC40787.2023.10340572 Cited by (11) \| Cite \| Source
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos (conference) Aboah, Armstrong \| Bagci, Ulas \| Mussah, Abdul Rashid \| Owor, Neema Jakisa \| Adu-Gyamfi, Yaw 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2023) Vancouver, BC, Canada 10.1109/CVPRW59228.2023.00565 Cited by (2) \| Cite \| Source

Title	Investigators	Year	Cost	Agency
Cyst-X: Interpretable Deep Learning Based Risk Stratification of Pancreatic Cystic Tumors	Bagci, Ulas	2020	$510,210	NATIONAL CANCER INSTITUTE
Radiologist-Centered Artificial Intelligence (RCAI) for Lung Cancer Screening and Diagnosis	Bagci, Ulas	2020	$576,431	NATIONAL CANCER INSTITUTE