Ulaş Bağcı

Also affiliated with Northwestern University, University of Northwestern

MedicineComputer Science

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 1%percentile

8.2Author DataRank

Indexed papers

10in 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 10 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 →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

Research at the University of Copenhagen (University of Copenhagen)(2021)10.1148/ryai.2021200078

Top 6%

3.6DataRank

Top 6%78 citations

Francesco Calivá, Claudia Iriondo, Aliasghar Mortazi, Sachin Jambawalikar, Ulaş Bağcı +25 more

Papers

Driven by 84 papers — median percentile 51. Top paper: “The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset”.

The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset

Research at the University of Copenhagen (University of Copenhagen)(2021)10.1148/ryai.2021200078

Top 6%

3.6DataRank

Top 6%78 citations

Francesco Calivá, Claudia Iriondo, Aliasghar Mortazi, Sachin Jambawalikar, Ulaş Bağcı +25 more

Large-scale multi-center CT and MRI segmentation of pancreas with deep learning

Medical Image Analysis(2024)10.1016/j.media.2024.103382

Top 14%

1.5DataRank

Top 14%61 citations

Elif Keleş, Görkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade +33 more

Integrating Eye Tracking and Speech Recognition Accurately Annotates MR Brain Images for Deep Learning: Proof of Principle

Radiology Artificial Intelligence(2020)10.1148/ryai.2020200047

Top 14%

1.4DataRank

Top 14%29 citations

Haydar Çelik, David Gutman, Nathaniel Swinburne, Robert J. Young, Sarah Eskreis‐Winkler +7 more

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

Nature Communications(2020)10.1038/s41467-020-17971-2

N/A

0.958DataRank · unranked

593 citations

Thomas Sanford, Sheng Xu, Evrim Türkbey, Holger R. Roth, Ziyue Xu +34 more

A Conceptual Framework for Applying Ethical Principles of AI to Medical Practice

Bioengineering(2025)10.3390/bioengineering12020180

N/A

0.542DataRank · unranked

36 citations

Görkem Durak, Vanshali Sharma, Elif Keleş, Vedat Çiçek, Zheyuan Zhang +10 more

Deep Learning Based Staging of Bone Lesions From Computed Tomography Scans

IEEE Access(2021)10.1109/access.2021.3074051

N/A

0.529DataRank · unranked

33 citations

Sherif Mehralivand, Stephanie A. Harmon, Nathan Lay, Liza Lindenberg, Esther Mena +10 more

Radiomics Boosts Deep Learning Model for IPMN Classification

Lecture notes in computer science(2023)10.1007/978-3-031-45676-3_14

N/A

0.434DataRank · unranked

17 citations

Zheyuan Zhang, Uğur Demir, Elif Keleş, Camila Lopes Vendrami, Emil Agarunov +12 more

Relational reasoning network for anatomical landmarking

Journal of Medical Imaging(2023)10.1117/1.jmi.10.2.024002

N/A

0.433DataRank · unranked

6 citations

Syed Muhammad Anwar, Payal Verma, Denise K. Liberton, Janice S. Lee, Wade W. Han +2 more

A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network

PubMed(2023)10.48550/arxiv.2310.01413

Top 45%

0.413DataRank

Top 45%6 citations

Anahita Fathi Kazerooni, Hannah Anderson, Aliaksandr Lubneuski, Karthik Viswanathan, Rocky Breslow +35 more

Towards automatic cartilage quantification in clinical trials – Continuing from the 2019 IWOAI knee segmentation challenge

Osteoarthritis Imaging(2023)10.1016/j.ostima.2023.100087

Top 48%

0.370DataRank

Top 48%7 citations

Arjun Desai, Cem M. Deniz, Haresh Rengaraj Rajamohan, Ravinder R. Regatte, Claudia Iriondo +17 more

Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning

arXiv (Cornell University)(2024)10.48550/arxiv.2405.12367

Top 50%

0.351DataRank

Top 50%4 citations

Elif Keleş, Görkem Durak, Yavuz Taktak, Onkar Susladkar, Vandan Gorade +33 more

Analysis of the 2024 BraTS Meningioma Radiotherapy Planning Automated Segmentation Challenge

arXiv (Cornell University)(2024)10.48550/arxiv.2405.18383

Top 54%

0.310DataRank

Top 54%5 citations

Abramova, Valeriia, Astaraki, Mehdi, Ferreira, Andre, Jiang, Zhifan, Cleveland, Mason C. +95 more

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI

EUR Research Repository (Erasmus University Rotterdam)(2025)10.1109/isbi60581.2025.10981148

N/A

0.269DataRank · unranked

5 citations

Görkem Durak, Zheyuan Zhang, Yavuz Taktak, Elif Keleş, Halil Ertugrul Aktas +14 more

Foundational artificial intelligence models and modern medical practice

BJR|Artificial Intelligence(2024)10.1093/bjrai/ubae018

N/A

0.269DataRank · unranked

5 citations

Yury Velichko, Eric Hart, Ulaş Bağcı, Alpay Medetalibeyoğlu

Omicron detection with large language models and YouTube audio data

medRxiv(2022)10.1101/2022.09.13.22279673

Top 60%

0.250DataRank

Top 60%3 citations

Adam Landa, Nguyen T. T. Hang, Miranda Song, Alec Peltekian, Ashley Shin +11 more

Multi-center evaluation of radiomics and deep learning to stratify malignancy risk of IPMNs

Research Square(2025)10.21203/rs.3.rs-6622868/v1

N/A

0.165DataRank · unranked

2 citations

Maria Gonzalez, Ziliang Hong, Görkem Durak, Elif Keleş, Halil Ertugrul Aktas +25 more

IPMN Risk Assessment under Federated Learning Paradigm

arXiv (Cornell University)(2024)10.48550/arxiv.2411.05697

N/A

0.104DataRank · unranked

1 citations

Ziliang Hong, Görkem Durak, Elif Keleş, Halil Ertugrul Aktas, Yavuz Taktak +15 more

CT Liver Segmentation via PVT-based Encoding and Refined Decoding

arXiv (Cornell University)(2024)10.48550/arxiv.2401.09630

N/A

0.104DataRank · unranked

1 citations

Nikhil Kumar Tomar, Koushik Biswas, Görkem Durak, Alpay Medetalibeyoğlu, Matthew Antalek +5 more

Artificial Intelligence and Infectious Disease Imaging

The Journal of Infectious Diseases(2023)10.1093/infdis/jiad158

N/A

0DataRank · unranked

24 citations

Syed M. S. Reza, James Anibal, Adam Landa, Ian Crozier, Ulaş Bağcı +3 more

Deep Learning Algorithms for Pancreas Segmentation from Radiology Scans

Advances in Clinical Radiology(2023)10.1016/j.yacr.2023.05.001

N/A

0DataRank · unranked

18 citations

Lanhong Yao, Elif Keleş, Yury Velichko, Ulaş Bağcı, Zheyuan Zhang

A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice

arXiv (Cornell University)(2023)10.48550/arxiv.2304.11530

N/A

0DataRank · unranked

21 citations

Durak, Gorkem, Vanshali Sharma, Elif Keleş, Cicek, Vedat, Zheyuan Zhang +10 more

Vision Transformer for Efficient Chest X-ray and Gastrointestinal Image Classification

arXiv (Cornell University)(2023)10.48550/arxiv.2304.11529

N/A

0DataRank · unranked

10 citations

Aliza Subedi, Ulaş Bağcı, Debesh Jha, Smriti Regmi

Self-supervised Semantic Segmentation: Consistency over Transformation

PubMed(2023)10.1109/iccvw60793.2023.00280

N/A

0DataRank · unranked

6 citations

Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulaş Bağcı, Dorit Merhof +1 more

The Past, Current, and Future of Neonatal Intensive Care Units with Artificial Intelligence

arXiv (Cornell University)(2023)10.48550/arxiv.2302.00225

N/A

0DataRank · unranked

3 citations

Ulaş Bağcı, Elif Keleş

DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model

arXiv (Cornell University)(2023)10.48550/arxiv.2310.12868

N/A

0DataRank · unranked

3 citations

Lanhong Yao, Bin Wang, Debesh Jha, Durak, Gorkem, Elif Keleş +3 more

Radiomics Boosts Deep Learning Model for IPMN Classification

arXiv (Cornell University)(2023)10.48550/arxiv.2309.05857

N/A

0DataRank · unranked

2 citations

Zheyuan Zhang, Uğur Demir, Elif Keleş, Camila Lopes Vendrami, Emil Agarunov +12 more

RUPNet: Residual upsampling network for real-time polyp segmentation

arXiv (Cornell University)(2023)10.48550/arxiv.2301.02703

N/A

0DataRank · unranked

0 citations

Ulaş Bağcı, Debesh Jha, Nikhil Kumar Tomar

GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection

arXiv (Cornell University)(2023)10.48550/arxiv.2307.08140

Top 100%

0DataRank

Top 100%0 citations

Vanshali Sharma, Neethi Dasu, Nikhil Kumar Tomar, Steven A. Hicks, M. K. Bhuyan +6 more

Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges

arXiv (Cornell University)(2023)10.48550/arxiv.2307.16262

N/A

0DataRank · unranked

0 citations

Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven A. Hicks +28 more

Domain Generalization with Fourier Transform and Soft Thresholding

arXiv (Cornell University)(2023)10.48550/arxiv.2309.09866

N/A

0DataRank · unranked

0 citations

Bin Wang, Zheyuan Zhan, Xin Zhu, Debesh Jha, Ahmet Enis Çetin +3 more

FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation

arXiv (Cornell University)(2023)10.48550/arxiv.2311.13069

N/A

0DataRank · unranked

0 citations

Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof +1 more

PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification

arXiv (Cornell University)(2023)10.48550/arxiv.2312.05634

N/A

0DataRank · unranked

0 citations

Nhat-Tan Bui, Hoang, Dinh-Hieu, Phuoc-Thao Vo Thi, Hai-Dang Nguyen, Debesh Jha +4 more

Advances for Managing Pancreatic Cystic Lesions: Integrating Imaging and AI Innovations

Cancers(2024)10.3390/cancers16244268

N/A

0DataRank · unranked

20 citations

Görkem Durak, Elif Keleş, Alpay Medetalibeyoğlu, Ziliang Hong, Zheyuan Zhang +12 more

Machine learning for prognostic prediction in coronary artery disease with SPECT data: a systematic review and meta-analysis

EJNMMI Research(2024)10.1186/s13550-024-01179-2

N/A

0DataRank · unranked

17 citations

Ezgi Hasret Kozan Cikirikci, Mert Babaoğlu, Almina Erdem, Yalcin Tur, Mohamed I Mohamed +4 more

AI-powered contrast-free cardiovascular magnetic resonance imaging for myocardial infarction

Frontiers in Cardiovascular Medicine(2024)10.3389/fcvm.2024.1457498

N/A

0DataRank · unranked

11 citations

Ulaş Bağcı, Vedat Çiçek

Deep Learning-Based Detection and Classification of Bone Lesions on Staging Computed Tomography in Prostate Cancer: A Development Study

Academic Radiology(2024)10.1016/j.acra.2024.01.009

N/A

0DataRank · unranked

13 citations

Stephanie A. Harmon, Dong Yang, Julie Y. An, Sonia Gaur, Yan Mee Law +20 more

Predictive Value of Inflammatory Scores for Left Atrium Thrombosis in Ischemic Stroke Without Atrial Fibrillation

Medicina(2024)10.3390/medicina60122046

N/A

0DataRank · unranked

10 citations

Şahhan Kılıç, Selami Doğan, Almina Erdem, Mert Babaoğlu, İrem Yılmaz +6 more

Deformable Capsules for Object Detection

Advanced Intelligent Systems(2024)10.1002/aisy.202400044

N/A

0DataRank · unranked

8 citations

Naji Khosravan, Ulaş Bağcı, Rodney LaLonde

Domain Generalization with Correlated Style Uncertainty

PubMed(2024)10.1109/wacv57701.2024.00200

N/A

0DataRank · unranked

18 citations

Bin Wang, Debesh Jha, Uğur Demir, Ulaş Bağcı, Zheyuan Zhang

Domain Generalization with fourier Transform and soft thresholding

(2024)10.1109/icassp48485.2024.10446303

N/A

0DataRank · unranked

6 citations

Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Çetin +3 more

Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques

PubMed(2024)10.1109/embc53108.2024.10782032

N/A

0DataRank · unranked

3 citations

Debesh Jha, Koushik Biswas, Zheyuan Zhang, Yury Velichko, Cemal Yazıcı +7 more

Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost

(2024)10.1109/iceccme62383.2024.10797099

N/A

0DataRank · unranked

3 citations

Vedat Çiçek, Tufan Çınar, Elif Keleş, Bradley D. Allen, Hatice Savas +4 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

Discrete Cosine Transform Based Decorrelated Attention for Vision Transformers

arXiv (Cornell University)(2024)10.48550/arxiv.2405.13901

N/A

0DataRank · unranked

1 citations

Emadeldeen Hamdan, Xin Zhu, Cetin, Ahmet Enis, Ulaş Bağcı, Hongyi Pan

Classification of Endoscopy and Video Capsule Images using CNN-Transformer Model

arXiv (Cornell University)(2024)10.48550/arxiv.2408.10733

N/A

0DataRank · unranked

1 citations

Smriti Regmi, Nisha Regmi, Bhumi Bhusal, Ulaş Bağcı, Debesh Jha +1 more

Frequency-Based Federated Domain Generalization for Polyp Segmentation

arXiv (Cornell University)(2024)10.48550/arxiv.2410.02044

N/A

0DataRank · unranked

1 citations

Debesh Jha, Koushik Biswas, Ulaş Bağcı, Hongyi Pan

Large Scale MRI Collection and Segmentation of Cirrhotic Liver

arXiv (Cornell University)(2024)10.48550/arxiv.2410.16296

N/A

0DataRank · unranked

1 citations

Onkar Susladkar, Vandan Gorade, Elif Keleş, Matthew Antalek, Deniz Seyithanoğlu +12 more

Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques

arXiv (Cornell University)(2024)10.48550/arxiv.2404.17064

Top 100%

0DataRank

Top 100%0 citations

Debesh Jha, Koushik Biswas, Zheyuan Zhang, Yury Velichko, Cemal Yazıcı +7 more

PAM-UNet: Shifting Attention on Region of Interest in Medical Images

arXiv (Cornell University)(2024)10.48550/arxiv.2405.01503

N/A

0DataRank · unranked

0 citations

Debesh Jha, Vandan Gorade, Koushik Biswas, Hongyi Pan, Zheyuan Zhang +5 more

Prediction of MRI-Induced Power Absorption in Patients with DBS Leads

PubMed(2024)10.1109/cbms61543.2024.00087

N/A

0DataRank · unranked

0 citations

Jasmine Vu, Selam Waktola, Alpay Medetalibeyoğlu, Laleh Golestanirad, Ulaş Bağcı +1 more

Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs

arXiv (Cornell University)(2024)10.48550/arxiv.2408.04491

N/A

0DataRank · unranked

0 citations

Onkar Susladkar, Görkem Durak, Elif Keleş, Aktas, Ertugrul, Timurhan Cebeci +5 more

Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI

arXiv (Cornell University)(2024)10.48550/arxiv.2410.22530

N/A

0DataRank · unranked

0 citations

Görkem Durak, Zheyuan Zhang, Yavuz Taktak, Elif Keleş, Halil Ertugrul Aktas +14 more

Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation

arXiv (Cornell University)(2024)10.48550/arxiv.2412.15380

N/A

0DataRank · unranked

0 citations

Amit Soni Arya, Koushik Biswas, Gennaro, Nicol`o, Vedat Çiçek, Görkem Durak +3 more

Machine learning based clinical decision tool to predict acute kidney injury and survival in therapeutic hypothermia treated neonates

Scientific Reports(2025)10.1038/s41598-025-01141-9

N/A

0DataRank · unranked

6 citations

Syed Yaseen Ali, Pia Wintermark, Pieter Annaert, F. Groenendaal, Suzan Şahin +13 more

Pediatric pancreas segmentation from MRI scans with deep learning

Pancreatology(2025)10.1016/j.pan.2025.06.006

N/A

0DataRank · unranked

6 citations

Merve Yazol, Görkem Durak, Ziliang Hong, Halil Ertugrul Aktas, Zheyuan Zhang +9 more

Large language models standardize the interpretation of complex oncology guidelines for brain metastases

Communications Medicine(2025)10.1038/s43856-025-01315-6

N/A

0DataRank · unranked

2 citations

Baver Tütün, Görkem Durak, Emre Batuhan Yildirim, Emre Uysal, Şükrü Mehmet Ertürk +2 more

Anatomy-derived 3D Aortic Hemodynamics Using Fluid Physics–informed Deep Learning

Radiology(2025)10.1148/radiol.240714

N/A

0DataRank · unranked

5 citations

Anthony Maroun, David Dushfunian, Justin Baraboo, Gabriela Martinez, Tyler Jacobson +4 more

Generative AI and unstructured audio data for precision public health

npj Health Systems(2025)10.1038/s44401-025-00022-7

N/A

0DataRank · unranked

3 citations

Adam Landa, Hang Nguyen, Veronica Daoud, Thanh-Luan Le, Hannah Huth +14 more

Physics-Informed Autoencoder for Prostate Tissue Microstructure Profiling with Hybrid Multidimensional MRI

Radiology Artificial Intelligence(2025)10.1148/ryai.240167

N/A

0DataRank · unranked

1 citations

Aritrick Chatterjee, Milica Medved, Ulaş Bağcı, Gregory S. Karczmar, Aytekin Oto +1 more

Large Scale MRI Collection and Segmentation of Cirrhotic Liver

Scientific Data(2025)10.1038/s41597-025-05201-7

N/A

0DataRank · unranked

11 citations

Onkar Susladkar, Vandan Gorade, Elif Keleş, Matthew Antalek, Deniz Seyithanoğlu +12 more

Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?

arXiv (Cornell University)(2025)10.48550/arxiv.2502.07120

N/A

0DataRank · unranked

0 citations

Koushik Biswas, Görkem Durak, Gulsah Ozden, Mustafa Adlı, Ulaş Bağcı +1 more

Is Long Range Sequential Modeling Necessary for Colorectal Tumor Segmentation?

(2025)10.1109/isbi60581.2025.10980861

N/A

0DataRank · unranked

0 citations

Koushik Biswas, Görkem Durak, Gulsah Ozden, Mustafa Adlı, Ulaş Bağcı +1 more

Impact of AI-Generated ADC Maps on Computer-Aided Diagnosis of Prostate Cancer: A Feasibility Study

Academic Radiology(2025)10.1016/j.acra.2025.05.041

N/A

0DataRank · unranked

0 citations

Stephanie A. Harmon, Enis C. Yılmaz, David G. Gelikman, Ulaş Bağcı, Benjamin Simon +8 more

Eye tracking in cardiology

Current Opinion in Biomedical Engineering(2025)10.1016/j.cobme.2025.100617

N/A

0DataRank · unranked

0 citations

Ulaş Bağcı, Vedat Çiçek

AdverIN: Monotonic adversarial intensity attack for domain generalization in medical image segmentation

Medical Image Analysis(2025)10.1016/j.media.2025.103848

N/A

0DataRank · unranked

0 citations

Bin Wang, Lanhong Yao, Elif Keleş, Debesh Jha, Matthew Antalek +7 more

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation

arXiv (Cornell University)(2025)10.48550/arxiv.2506.23334

N/A

0DataRank · unranked

0 citations

Ziliang Hong, Görkem Durak, Ziyue Xu, Ulaş Bağcı, Hongyi Pan

ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis

arXiv (Cornell University)(2025)10.1109/iccv51701.2025.02114

N/A

0DataRank · unranked

0 citations

Gayatri Deshmukh, Yalcin Tur, Gorkem Durak, Ulaş Bağcı, Onkar Susladkar

The impact of COVID-19 on African American communities in the United States

medRxiv(2020)10.1101/2020.05.15.20096552

N/A

0DataRank · unranked

54 citations

Rachel Clarke, Dexter Hadley, Zoran Bursac, Mary Jo Trepka, Jessy G. Dévieux +10 more

Analysis of Video Retinal Angiography With Deep Learning and Eulerian Magnification

Frontiers in Computer Science(2020)10.3389/fcomp.2020.00024

N/A

0DataRank · unranked

3 citations

Rodney LaLonde, Austin E. Carmack, Hassan Foroosh, John Olson, Saad Shaikh +2 more

Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation

PubMed(2020)10.1109/embc44109.2020.9176009

N/A

0DataRank · unranked

2 citations

Syed Muhammad Anwar, Stephanie A. Harmon, Peter L. Choyke, Barış Türkbey, Ulaş Bağcı +1 more

Morphometric and Functional Brain Connectivity Differentiates Chess Masters From Amateur Players

Frontiers in Neuroscience(2021)10.3389/fnins.2021.629478

N/A

0DataRank · unranked

9 citations

Syed Muhammad Anwar, Nadia Biassou, Ulaş Bağcı, Harish RaviPrakash

No-Reference Image Quality Assessment Of T2-Weighted Magnetic Resonance Images In Prostate Cancer Patients

(2021)10.1109/isbi48211.2021.9434027

N/A

0DataRank · unranked

10 citations

Stephanie A. Harmon, Sherif Mehralivand, Nathan Lay, Ulaş Bağcı, Bradford J. Wood +4 more

Predicting RF Heating of Conductive Leads During Magnetic Resonance Imaging at 1.5 T: A Machine Learning Approach

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2021)10.1109/embc46164.2021.9630718

N/A

0DataRank · unranked

5 citations

Xinlu Chen, Bach T. Nguyen, Pia Sanpitak, Jasmine Vu, Ulaş Bağcı +2 more

Variational Capsule Encoder

arXiv (Cornell University)(2021)10.1109/icpr48806.2021.9411953

N/A

0DataRank · unranked

1 citations

Syed Muhammad Anwar, Ulaş Bağcı, Harish RaviPrakash

Overall Survival Prediction of Glioma Patients With Multiregional Radiomics

Frontiers in Neuroscience(2022)10.3389/fnins.2022.911065

N/A

0DataRank · unranked

27 citations

Syed Talha Bukhari, Maria Nadeem, Stefano Burigat, Ulaş Bağcı, Hassan Mohy‐ud‐Din +1 more

Design and Rationale for the Use of Magnetic Resonance Imaging Biomarkers to Predict Diabetes After Acute Pancreatitis in the Diabetes RElated to Acute Pancreatitis and Its Mechanisms Study

Pancreas(2022)10.1097/mpa.0000000000002080

N/A

0DataRank · unranked

6 citations

Vernon M. Chinchilli, Ulaş Bağcı, Jason G. Parker, Xuandong Zhao, Anil K. Dasyam +23 more

Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network

PubMed(2022)10.1109/cbms55023.2022.00063

N/A

0DataRank · unranked

22 citations

Abhishek Srivastava, Ulaş Bağcı, Debesh Jha, Nikhil Kumar Tomar

Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network

PubMed(2022)10.1109/cbms55023.2022.00064

N/A

0DataRank · unranked

21 citations

Nikhil Kumar Tomar, Ulaş Bağcı, Debesh Jha, Abhishek Srivastava

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871547

N/A

0DataRank · unranked

3 citations

Giovanni Bellitto, Simone Palazzo, Ismail Irmakci, Michael B. Wallace, Candice W. Bolan +7 more

Multi-Contrast MRI Segmentation Trained on Synthetic Images

2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)(2022)10.1109/embc48229.2022.9871119

N/A

0DataRank · unranked

3 citations

Zeki Emre Unel, Nazlı İkizler-Cinbiş, Ulaş Bağcı, Ismail Irmakci

The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review

npj Digital Medicine(2023)10.1038/s41746-023-00941-5

N/A

0DataRank · unranked

67 citations

Ulaş Bağcı, Elif Keleş

A review of deep learning and radiomics approaches for pancreatic cancer diagnosis from medical imaging

Current Opinion in Gastroenterology(2023)10.1097/mog.0000000000000966

N/A

0DataRank · unranked

51 citations

Zheyuan Zhang, Elif Keleş, Cemal Yazıcı, Temel Tirkes, Ulaş Bağcı +1 more

COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers

IEEE Journal of Biomedical and Health Informatics(2023)10.1109/jbhi.2023.3339700

N/A

0DataRank · unranked

30 citations

Onat Dalmaz, Kaan Gönç, Haydar Ankışhan, Emine Ülkü Sarıtaş, Ulaş Bağcı +2 more

Selecting the best optimizers for deep learning–based medical image segmentation

Frontiers in Radiology(2023)10.3389/fradi.2023.1175473

N/A

0DataRank · unranked

28 citations

Vedat Çiçek, Elif Keleş, Ulaş Bağcı, Aliasghar Mortazi

Ulaş Bağcı

Indexed papers

Top data-sharing exemplar

Papers