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A Review of Ultrasonic Testing and Evaluation Methods with Applications in Civil NDT/E Authors : Inad Alqurashi, Ninel Alver, Ulas Bagci and Fikret Necati CatbasJournal of Nondestructive Evaluation Anatomy-derived 3D Aortic Hemodynamics Using Fluid Physics–informed Deep Learning Authors : Haben Berhane, Anthony Maroun, David Dushfunian, Justin Baraboo, Gabriela Martinez, Tyler Jacobson, Ulas Bagci, Bradley D. Allen, Michael Markl Radiology Shifts in Doctors’ Eye Movements Between Real and AI-Generated Medical Images Authors : David Wong, Bin Wang, et al.ETRA 2025 Enhancing Shared Decision-Making in Cardiology with Artificial Intelligence Authors : Vedat Cicek and Ulas BagciBalkan Med J MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers Authors : Gayatri Deshmukh, Onkar Kishor Susladkar, Debesh Jha, Elif Keles, Halil Ertugrul Aktas, Daniela P Ladner, Amir A Borhani, Gorkem Durak, Ulas BagciMIDL 2025 Radiomics-Based Machine Learning Models Improve Acute Pancreatitis Severity Prediction Authors : Ahmet Yasin Karkas et al.AI Current applications of radiomics in the assessment of tumor microenvironment of hepatocellular carcinoma Authors : Junghwa Choi et alAbdominal Radiology Eyes Tell the Truth: GazeVal Highlights Shortcomings of Generative AI in Medical Imaging Authors : David Wong*, Bin Wang*, Gorkem Durak, Marouane Tliba, Akshay Chaudhari, Aladine Chetouani, Ahmet Enis Cetin, Cagdas Topel, Nicolo Gennaro, Camila Lopes Vendrami, Tugce Agirlar Trabzonlu, Amir Ali Rahsepar, Laetitia Perronne, Matthew Antalek, Onural Ozturk, Gokcan Okur, Andrew C Gordon, Ayis Pyrros, Frank H Miller, Amir Borhani, Hatice Savas, Eric Hart, Drew Torigian, Jayaram K Udupa, Elizabeth Krupinski, Ulas BagciCVPRW 2025 Negative Predictive Value of a Prostate MRI in Black Men: Implications for Biopsy Decision-Making Authors : Sarah Sandlow, Samuel Carbunaru, Zequn Sun, Bernice Ofori, Yingzhe Liu, Eric Li, Courtney MP Hollowell, Patricia Vidal, Kent T Perry Jr, Hiten D Patel, Ryan W Dobbs, David D Casalino, Cecil G Wood III, Anugayathri Jawahar, Channa Amarasekera, Jeanne M Horowitz, Frank H Miller, Emrah Gumusgoz, Ximing J Yang, Bonnie Choy, Frances Manosca, Ulas Bagci, Edward M Schaeffer, Peter Gann, Dustin D French, Ashley E Ross, Shilajit D Kundu, Adam B MurphyJournal of Urology Ethical Framework for Responsible Foundational Models in Medical Imaging Authors : Debesh Jha , Gorkem Durak , Abhijit Das , Jasmer Sanjotra , Onkar Susladkar , Suramyaa Sarkar , Ashish Rauniyar , Nikhil Kumar Tomar , Linkai Peng , Sirui Li , Koushik Biswas , Ertugrul Aktas , Elif Keles , Matthew Antalek , Zheyuan Zhang , Bin Wang , Xin Zhu , Hongyi Pan , Deniz Seyithanoglu , Alpay Medetalibeyoglu , Vanshali Sharma , Vedat Çiçek , Amir Ali Rahsapar , Rutger Hendrix , A. Enis Cetin , Bulent Aydogan , Mohamed Abazeed , Frank H Miller , Rajesh N Keswani , Hatice Savas , Sachin Jambawalikar , Daniela P Ladner , Amir Ali Borhani , Concetto Spampinato , Michael B Wallace and Ulas BagciFrontiers in Medicine Rosette Trajectory MRI Reconstruction with Vision Transformers Authors : M. Fikret Yalcinbas, Cengizhan Ozturk, Onur Ozyurt, Uzay E. Emir and Ulas BagciTomography Paradoxical Response to Neoadjuvant Therapy in Undifferentiated Pleomorphic Sarcoma: Increased TumorSize on MRI Associated with Favorable Pathology Authors : Mariam H. GoreishCancers Delta Radiomics and Tumor Size: A New Predictive Radiomics Model for Chemotherapy Response in Liver Metastases from Breast and Colorectal Cancer Authors : Nicolo Gennaro et al.Tomography Vision transformer for efficient chest x-ray and gastrointestinal image classification Authors : Smriti Regmi et alSPIE Medical Imaging 2025 OUTCOMES OF PANCREAS CANCER DETECTED DURING PANCREAS CYST SURVEILLANCE IS SIMILAR TO INCIDENT CANCER Authors : Andrea Mia BejarDDW 2025 RISK FACTORS FOR DEVELOPMENT OF PANCREAS ADENOCARCINOMA AFTER INITIAL DIAGNOSIS OF INCIDENTAL PANCREAS CYST Authors : Andrea Mia Bejar et alDDW 2025 A Conceptual Framework for Applying Ethical Principles of AI to Medical Practice Authors : Debesh Jha et alBioengineering Physics-Informed Autoencoder for Prostate Tissue Microstructure Profiling with Hybrid Multidimensional MRI Authors : Batuhan Gundogdu, Aritrick Chatterjee, Milica Medved, Ulas Bagci, Gregory S Karczmar, Aytekin OtoRadiology AI Order-aware Interactive Segmentation Authors : Bin Wang, Anwesa Choudhuri, Meng Zheng, Zhongpai Gao, Benjamin Planche, Andong Deng, Qin Liu, Terrence Chen, Ulas Bagci, Ziyan WuICLR 2025 Conditional Visuo-Textual Prompt Learning for Medical Image Analysis Authors : Raffaele Mineo et alIEEE ISBI 2025 Is Long Range Sequential Modeling Necessary for Colorectal Tumor Segmentation? Authors : Abhishek Srivastava, et al.IEEE ISBI 2025 Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI Authors : Hongyi Pan, Gorkem Durak, Zheyuan Zhang, Yavuz Taktak, Elif Keles, Halil Ertugrul Aktas, Alpay Medetalibeyoglu, Yury Velichko, Concetto Spampinato, Ivo Schoots, Marco J Bruno, Rajesh N Keswani, Pallavi Tiwari, Candice Bolan, Tamas Gonda, Michael G Goggins, Michael B Wallace, Ziyue Xu, Ulas BagciIEEE ISBI 2025 IPMN Risk Assessment under Federated Learning Paradigm Authors : 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 Bolan, Tamas Gonda, Frank Miller, Rajesh N Keswani, Michael B Wallace, Ziyue Xu, Ulas BagciIEEE ISBI 2025 A New Logic For Pediatric Brain Tumor Segmentation Authors : Max Bengtsson, Elif Keles, Gorkem Durak, Syed Anwar, Yuri S Velichko, Marius G Linguraru, Angela J Waanders, Ulas BagciIEEE ISBI 2025 Long-Term Follow-up of Patients Recovering From Moderate-To-Severe COVID-19 Authors : Gorkem Durak et alINTERNATIONAL CONFERENCE AMERICAN THORACIC SOCIETY (ATS) 2025 Radiomic Features Detect Interstitial Lung Disease in Patients with Systemic Sclerosis Authors : Alec Peltekian et alInternational Conference American Thoracic Society (ATS) 2025 Predictive strength of inflammatory scores for in-hospital mortality in infective endocarditis Authors : Vedat Cicek, Almina Erdem, Sahhan Kilic, Burak Tay, Mustafa Kamil Yemis, Solen Taslicukur, Mustafa Oguz, Ahmet Oz, Murat Selcuk, Tufan Cinar, Ulas BagciHerz A New Risk Prediction Model for the Assessment of Myocardial Injury in Elderly Patients Undergoing Non-Elective Surgery Authors : Cicek, V., Babaoglu, M., Saylik, F., Yavuz, S., Mazlum, A. F., Genc, M. S., Altinisik, H., Oguz, M., Korucu, B. C., Hayiroglu, M. I., Cinar, T., & Bagci, U. Journal of Cardiovascular Development and Disease (2025) A New Model for Prediction of Myocardial Injury of Non-Elective Surgery in Elderly Authors : Vedat Cicek et alACC (2025) Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs Authors : Vandan Gorade, Onkar Susladkar, Gorkem Durak, Elif Keles, Ertugrul Aktas, Timurhan Cebeci, Alpay Medetalibeyoglu, Daniela P. Ladner, Debesh Jha, and Ulas BagciSPIE Medical Imaging 2025 Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation under Degradation Authors : Sanaz Karimijafarbigloo, Sina Ghorbani Kolahi, Reza Azad, Ulas Bagci, Dorit MerhofIEEE/CVF WACV 2025 Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation Authors : Meghana Karri, Amit Soni Arya, Koushik Biswas, Nicolo Gennaro, Vedat Cicek, Gorkem Durak, Yury Velichko, Ulas BagciIEEE/CVF WACV 2025 Optimizing Neural Network Effectiveness via Non-monotonicity Refinement Authors : Koushik Biswas, Amit Reza, Meghana Karri, Debesh Jha, Hongyi Pan, Nikhil Tomar, Aliza Subedi, Smriti Regmi, Ulas BagciIEEE/CVF WACV 2025 MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation Authors : Debesh Jha, Nikhil Tomar, Koushik Biswas, Gorkem Durak, Matthew Antalek, Zheyuan Zhang, Bin Wang, Md Mostafijur Rahman, Hongyi Pan, Alpay Medetalibeyoglu, Abhijit Das, Yury Velichko, Daniela P. Ladner, Amir A. Borhani, Ulas BagciIEEE ICASSP 2025 Frequency-Based Federated Domain Generalization for Polyp Segmentation Authors : Hongyi Pan, Debesh Jha, Koushik Biswas, Ulas BagciIEEE ICASSP 2025 Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation Authors : Nikhil Tomar, Debesh Jha, Koushik Biswas, Ulas BagciIEEE ICASSP 2025 DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Authors : Zheyuan Zhang, Lanhong Yao, Bin Wang, Debesh Jha, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ulas BagciIEEE Transactions on Medical Imaging HCC Detection in the Wild: AI models for automated MRI HCC detection. Authors : Matthew Antalek, Robert Lewandowski, and Ulas BagciSIR 2025 Annual Scientific Meeting Healthy-to-Patients Deep learning for Automated Left Atrial Segmentation and Function analysis from Short-Axis Cine CMR Authors : M. Elbayumi et al.SCMR 2025 Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges Authors : Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven A. Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M. A. Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika K. Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, M.K. Bhuyan, Pradip K. Das, Deng-Ping Fan, Sravanthi Parsa, Sharib Ali, Michael A. Riegler, Pål Halvorsen, Thomas De Lange, Ulas BagciMedical Image Analysis Large-scale multi-center CT and MRI segmentation of pancreas with deep learning (PanSegNet) Authors : 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, Pallavi Tiwari, Derk C.F. Klatte, Megan Engels, Sanne Hoogenboom, Candice W. Bolan, Emil Agarunov, Nassier Harfouch, Chenchan Huang, Marco J. Bruno, Ivo Schoots, Rajesh N. Keswani, Frank H. Miller, Tamas Gonda, Cemal Yazici, Temel Tirkes, Baris Turkbey, Michael B. Wallace, Ulas BagciMEDICAL IMAGE ANALYSIS (2025) Variational Quantum Neural Network for Modeling and Solving Heat and Mass Transfer Problems Occurring in Electric Contact Phenomena Authors : Merey M. Sarsengeldin; Zeeshan Ahmad; Ulas BagciIEEE 69th Holm Conference on Electrical Contacts (HOLM) (2024) Estimation of Acoustic Emission Arrival Time in Concrete Structures Using Convolutional Neural Network Authors : Omair Inderyas, Ninel Alver, Aydin Kaya, Ulas BagciProceedings of the 42nd IMAC (2024) 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝘀 𝗳𝗼𝗿 𝗠𝗮𝗻𝗮𝗴𝗶𝗻𝗴 𝗣𝗮𝗻𝗰𝗿𝗲𝗮𝘁𝗶𝗰 𝗖𝘆𝘀𝘁𝗶𝗰 𝗟𝗲𝘀𝗶𝗼𝗻𝘀: 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗻𝗴 𝗜𝗺𝗮𝗴𝗶𝗻𝗴 𝗮𝗻𝗱 𝗔𝗜 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻𝘀 Authors : Deniz Seyithanoglu, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ziliang Hong, Zheyuan Zhang, Yavuz B. Taktak, Timurhan Cebeci, Pallavi Tiwari, Yuri S. Velichko, Cemal Yazici, Temel Tirkes, Frank H. Miller, Rajesh N. Keswani, Concetto Spampinato, Michael B. Wallace and Ulas BagciCancers (2024) Foundational AI Models and Modern Medical Practice Authors : Alpay Medetalibeyoglu, Yury Velichko, Eric Hart, MD, Ulas Bagci.British Journal of Radiology AI Predictive Value of Inflammatory Scores for Left Atrium Thrombosis in Ischemic Stroke Without Atrial Fibrillation Authors : Vedat Cicek et al.Medicina Bridging the Gap in Pancreatic Imaging: A New Era of AI-Powered Precision Authors : Gorkem Durak and Ulas BagciJournal of the Pancreas Predicting Short-Term Mortality in Patients With Acute Pulmonary Embolism With Deep Learning Authors : Vedat Cicek et al.,CIRCULATION JOURNAL Mortality Prediction of Pulmonary Embolism Patients with Deep Learning and XGBoost Authors : Vedat Cicek et al.IEEE ICECCME 2024 Machine learning for prognostic prediction in coronary artery disease with SPECT data: a systematic review and meta-analysis Authors : Vedat Cicek, et al.EJNMMI Research Evidential Federated Learning for Skin Lesion Image Classification Authors : Rutger Hendrix et alICPR 2024 AI-powered contrast-free cardiovascular magnetic resonance imaging for myocardial infarction Authors : Vedat Cicek and Ulas BagciFRONTIERS CARDIOVASCULAR MEDICINE Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation Authors : Linkai Peng, Zheyuan Zhang, Gorkem Durak, Frank H. Miller, Alpay Medetalibeyoglu, Michael B. Wallace, Ulas BagciMICCAI AIPAD 2024 Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation Authors : AKoushik Biswas, Ridal Pal, Shaswat Patel, Debesh Jha, Meghana Karri, Amit Reza, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela Ladner, Amir Borhani, Ulas BagciMICCAI MLMI 2024 Classification of Endoscopy and Video Capsule Images using Hybrid Model Authors : Aliza Subedi, Smriti Regmi, Nisha Regmi, Bhumi Bhusal, Ulas Bagci, Debesh JhaMICCAI CaPTion 2024 Practical and Ethical Considerations for Generative AI in Medical Imaging Authors : Debesh Jha, Ashish Rauniyar, Desta Haileselassie Hagos, Vanshali Sharma,Nikhil Kumar Tomar, Zheyuan Zhang, Ilkin Isler, Gorkem Durak, Michael Wallace, Cemal Yazici, Tyler Berzin, Koushik Biswas, Ulas BagciMICCAI EPIMI 2024 AI-ADC: Channel and Spatial Attention-Based Contrastive Learning to Generate ADC Maps from T2W MRI for Prostate Cancer Detection Authors : Ozyoruk et al.Journal of Personalized Medicine Advancing Pediatric Brain Tumor Diagnosis: A Deep Learning Approach to Multiclass Segmentation in CBTN data: Feasibility Study Authors : Max Bengtsson, et alCBTN (Children Brain Tumor Network) Summit 2024 The association of volumetric changes and disease severity with endocrine dysfunction following acute pancreatitis Authors : Elif Keles, Gorkem Durak,Jasson Barrios, Ziliang Hong, Paya Sarraf,Matthew Antalek, Zheuyan Zhang, Brian Boulay, Ashley Vareedayah, Brian Layden,Temel Tirkes, Ulas Bagci,Cemal Yazici,APA/JPS/CAP/IAP 2024 Annual Meeting Patients with acute pancreatitis have significant decline in pancreas volume over time Authors : Jasson Barrios, Elif Keles, Gorkem Durak, Ziliang Hong, Paya Sarraf,Matthew Antalek, Zheuyan Zhang, Brian Boulay, Ashley Vareedayah, Brian Layden,Temel Tirkes,Ulas Bagci,Cemal YaziciAPA/JPS/CAP/IAP 2024 Annual Meeting Deep learning based automated pancreas segmentation and volumetry measurement in patients with acute pancreatitis Authors : Elif Keles, Gorkem Durak, Ziliang Hong, Jasson Barrios, Paya Sarraf,Matthew Antalek, Zheuyan Zhang, Brian Boulay, Ashley Vareedayah, Brian Layden,Temel Tirkes, Cemal Yazici, Ulas Bagci APA/JPS/CAP/IAP 2024 Annual Meeting EyeSee: Integrating Deep Learning for ImageAnalysis Authors : Bin Wang and Ulas BagciMedical Image Perception Society (MIPS) XX 2024. Early stage lung cancer detection from speech sounds in natural environments. Authors : Haydar Ankishan, et al.Biomedical Signal Processing and Control Deformable Capsules: A Novel Capsule Network Architecture for Object Detection.” Authors : Naji Khosravan, Rodney LaLonde, Ulas BagciAdvanced Intelligent Systems (Willey) Utilizing Chest Radiographs (CXRS) for Kidney Failure Prognostication and Early Risk Stratification with Prospective and External validation Authors : Theo Dapamede et al.RSNA 2024 MRI Intensity Standardization via Prototype Learning fro Improved Oncological Analysis of Heterogenous Datasets Authors : Meghana Karri, et al.RSNA 2024 Limited Utility of RECIST 1.1 in Predicting Pathologic Response to Neoadjuvant Radiotherapy in Myxoid Liposarcoma Authors : Yuri Velichko et al.RSNA 2024 Increased Tumor Size on MRI Predicts Pathological Response to Neoadjuvant Radiotherapy in Undifferentiated Pleomorphic Sarcoma Authors : Yuri Velichko et al.RSNA 2024 EyeSee: Real Radiology Room Experience with Eye Tracking and Deep Learning Authors : Bin Wang, et al.RSNA 2024 Detection of Peri-Pancreatic Edema Using Deep Learning and Radiomics Authors : ZIliang Hong, et al.RSNA 2024 Enhanced Prediction of Lung Cancer Risk from Imaging Biomarkers in Chests Radiographs: An External Validation Study Authors : Theo Dapamede et al.RSNA 2024 Imaging Assessment of Response in Soft Tissue Sarcoma After Neoadjuvant Radiotheraphy Authors : Yuri Velichko et al.RSNA 2024 PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification Authors : Quoc-Huy Trinh, Nhat-Tan Bui, Dinh-Hieu Hoang, Phuoc-Thao Vo Thi, Hai-Dang Nguyen, Debesh Jha, Ulas Bagci, Ngan Le, Minh-Triet TranIEEE AVSS 2024 SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation Authors : Quoc-Huy Trinh, Hai-Dang Nguyen, Bao-Tram Nguyen Ngoc, Debesh Jha, Ulas Bagci, Minh-Triet TranBMVC 2024 AI-Powered Road Network Prediction with Multi-Modal Data Authors : Necip Gengeç et al.Earth Science Informatics. 2023. link to be published ControlPolypNet: Towards Controlled Colon Polyp Synthesis for Improved Polyp Segmentation Authors : Vanshali Sharma, Abhishek Kumar, Debesh Jha, M.K. Bhuyan, Pradip K. Das, Ulas BagciCVPR Workshop PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model (SAM) for Polyp Segmentation Authors : Md Mostafijur Rahman, Mustafa Munir, Debesh Jha, Ulas Bagci, Radu MarculescuCVPR Workshop Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans Authors : Koushik Biswas, Debesh Jha, Nikhil Kumar Tomar, Gorkem Durak, Alpay Medetalibeyoglu, Matthew Antalek, Yury Velichko, Daniela Ladner, Amir Bohrani, Ulas BagciMICCAI 2024 Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets Authors : H. Pan, E. Hamdan, X. Zhu, S. Atici and A. E. CetinIEEE Transactions on Neural Networks and Learning Systems TransRUPNet for Improved Out-of-Distribution Generalization in Polyp Segmentation Authors : D. Jha, N. K. Tomar, D. Bhattacharya, K. Biswas, U. BagciProceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EBMC), 2024 PAM-UNet: Shifting Attention on Region of Interest in Medical Images Authors : A. Das, D. Jha, V. Gorade, K. Biswas, H. Pan, Z. Zhang, D. P. Ladner, Y. Velichko, A. Borhani, and U. BagciProceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EBMC), 2024 Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques Authors : Z. Hong, D. Jha, K. Biswas, Z. Zhang, Y. Velichko, C. Yazici, T. Tirkes, A. Borhani, B. Turkbey, A. Medetalibeyoglu, G. Durak, U. BagciProceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EBMC), 2024. PP-SAM: Perturbed Prompts for Robust Adaption of Segment Anything Model for Polyp Segmentation Authors : Md M. Rahman, M. Munir, D. Jha, U. Bagci, R. MarculescuProceedings of the CVPR Workshop on Domain adaptation, Explainability, Fairness in AI for Medical Image Analysis (CVPR DEF-AI-MIA), 2024. ControlPolypNet: Towards Controlled Colon Polyp Synthesis for Improved Polyp Segmentation Authors : V. Sharma, A. Kumar, D. Jha, M.K. Bhuyan, P. Das, U. Bagci.Proceedings of the Data Curation and Augmentation in Enhancing Medical Imaging Applications Workshop (DCAMI 202), CVPR 2024 Predicting Short Term Mortality In Patients With Acute Pulmonary Embolism With Deep Learning Authors : V Cicek, et al.ICNC-CT 2024 A review of prognostic prediction of coronary artery disease patients with myocardial perfusion scintigraphy and artificial intelligence Authors : V. Cicek, et al.ICNC-CT 2024 Healthy-to-Patients Domain-Adaptive Deep Learning for Time-Resolved Segmentation of Left Atrium in Short-Axis Cine MRI Images Authors : M. Elbayumi, et al.ISMRM 2024 ENHANCING COLONOSCOPY OUTCOMES WITH DAPODET-BASED AI FOR REAL-TIME SESSILE SERRERATED POLYP DETECTION. Authors : Das, Abhijit, et al.DDW 2024 THE BOSTON ERCP DATASET: A VIDEO DATASET FOR ADVANCED ENDOSCOPY Authors : Mark E. Geissler, et al.DDW 2024 ENHANCING LIVER SEGMENTATION OUTCOMES WITH MSFORMER-BASED ARTIFICIAL INTELLIGENCE SYSTEM Authors : Jha, Debesh, et al.DDW 2024 Evaluation of pan-Immuno-Inflammation value for In-hospital mortality in acute pulmonary embolism patients Authors : Çiçek, Vedat, et al.Revista de Investigacion Clinica; Organo del Hospital de Enfermedades de la Nutricion A Probabilistic Hadamard U-Net for MRI Bias Field Correction Authors : Zhu, Xin, et al.MLMI-MICCAI 2024 Rethinking Intermediate Layers design in Knowledge Distillation for Kidney and Liver Tumor Segmentation Authors : Gorade, Vandan, et al.IEEE ISBI 2024 FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation Authors : Kazerouni, Amirhossein, et al.IEEE ISBI 2024 Explainable Transformer Prototypes for Medical Diagnoses. Authors : Demir, Ugur, et al.IEEE ISBI 2024 Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Authors : Karimijafarbigloo, Sanaz, et al.IEEE ISBI 2024 Prediction of MRI-Induced Power Absorption in Patients with DBS Leads Authors : Yalcin Tur, et al.IEEE EMBS 2024 Domain Generalization with Fourier Transform and Soft Thresholding. Authors : Pan, Hongyi, et al.IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024 Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions. Authors : Rauniyar, Ashish, et al.IEEE Internet of Things Journal Artificial Intelligence and Infectious Disease Imaging. Authors : Chu, Winston T., et al.The Journal of Infectious Diseases Methods of artificial intelligence-assisted infrastructure assessment using mixed reality systems. Authors : Karaaslan, Enes, et al.US Patent 2024 TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing. Authors : Jha, Debesh, et al.Proceedings of Machine Learning Research 2024 Deep Learning-Based Detection and Classification of Bone Lesions on Staging Computed Tomography in Prostate Cancer: A Development Study. Authors : Belue, Mason J., et al.Academic Radiology Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation Authors : Gorade, Vandan, et al.ICPR 2024 CT Liver Segmentation via PVT-based Encoding and Refined Decoding Authors : Jha, Debesh, et al.IEEE ISBI 2024 (Oral) AI powered road network prediction with fused low-resolution satellite imagery and GPS trajectory Authors : Gengec, Necip Enes, et al.Earth Science Informatics GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-Ray Classification. Authors : Wang, Bin, et al.WACV 2024 INCODE: Implicit Neural Conditioning With Prior Knowledge Embeddings Authors : Kazerouni, Amirhossein, et al.WACV 2024 SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation. Authors : Gorade, Vandan, et al.WACV 2024 Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation. Authors : Azad, Reza, et al.WACV 2024 Domain Generalization with Correlated Style Uncertainty. Authors : Zhang, Zheyuan, et al.WACV 2024 TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation Authors : Tomar, Nikhil Kumar, et al.IEEE EMBC 2023 An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation Authors : Srivastava, Abhishek, et al.2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). RUPNet: residual upsampling network for real-time polyp segmentation Authors : Tomar, Nikhil Kumar, Ulas Bagci, and Debesh Jha.Medical Imaging 2023: Computer-Aided Diagnosis. Vol. 12465. SPIE, 2023. DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation Authors : Tomar, NK., Jha, D., Bagci, U.SPIE Medical Imaging 2023 A Fully Automatic AI System for Pancreas Segmentation from Multicenter MRI Scans. Authors : Zheyuan Zhang, et al.DDW 2023
AI Empowered Automatic Volume Delineation of Liver from CT Scans for Diagnostic Workflow Authors : Ugur Demir, Zheyuan Zhang, Bin Wang, et al.DDW 2023
Self-Supervised Learning for Organs At Risk and Tumor Segmentation with Uncertainty Quantification Authors : Ilkin Isler, Debesh Jha, Curtis Lisle, et al.IEEE ICECCME 2023. The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review Authors : Keles, Elif, and Ulas Bagcinpj Digital Medicine Ensemble Learning with Residual Transformer for Brain Tumor Segmentation Authors : Yao, Lanhong, et al.ISBI, 2023. Relational reasoning network for anatomical landmarking Authors : Torosdagli, Neslisah, et al.Journal of Medical Imaging, 024002 (2023) AI in Clinical Medicine: A Practical Guide for Healthcare Professionals Authors : Michael F. Byrne (Editor), Nasim Parsa (Co-Editor), Alexandra T. Greenhill (Co-Editor), Daljeet Chahal (Co-Editor), Omer Ahmad (Co-Editor), Ulas Bagci (Co-Editor).GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model Authors : Wang, Bin, et al.Neurips 2023 Workshop Deepsegmenter: Temporal action localization for detecting anomalies in untrimmed naturalistic driving videos Authors : Aboah, Armstrong, et al.Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023. Real-time multi-class helmet violation detection using few-shot data sampling technique and yolov8 Authors : Aboah, Armstrong, et al.Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2023. GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection Authors : Jha, Debesh, et al.ICML Workshop (2023). Gastrointestinal Disease Diagnosis with Hybrid Model of Capsules and CNNs Authors : Sarsengeldin, Merey, et al.2023 IEEE International Conference on Electro Information Technology (EIT). Radiomics Boosts Deep Learning Model for IPMN Classification Authors : Yao, Lanhong, et alMICCAI MLMI 2023. Monkeypox Diagnosis with Interpretable Deep Learning Authors : Ahsan, Md Manjurul, et al.IEEE Access (2023) A review of deep learning and radiomics approaches for pancreatic cancer diagnosis from medical imaging Authors : Yao, Lanhong, et al.Current Opinion in Gastroenterology (2023) Deep Learning Algorithms for Pancreas Segmentation from Radiology Scans: A Review Authors : Zhang, Zheyuan, et al.Advances in Clinical Radiology (2023). Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection Authors : Azad, Reza, et alMICCAI 2023. Self-supervised Semantic Segmentation: Consistency over Transformation Authors : S Karimijafarbigloo, R Azad, et al.ICCV 2023, IEEE International Conference on Computer Vision 2023 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: From the Type 1 Diabetes in Acute Pancreatitis Consortium Authors : Tirkes T., et al,Pancreas 2022 Multi-Institutional Large-Scale Validation of 8 Methods for Automatic Knee MRI Segmentation for Use in Clinical Trials Authors : Dam, E. B., et al.Osteoarthritis and Cartilage 2022 Deep Learning Models in the Classification of Intraductal Papillary Mucinous Neoplasms with Visual Explanation Methods to Highlight Areas of Interest for Algorithm Decision Process Authors : Engels, M. M., et al.Gastroenterology 2022 Enhancing organ at risk segmentation with improved deep neural networks Authors : Isler, Ilkin, et al.SPIE Medical Imaging 2022 Out of Distribution Detection, Generalization, and Robustness Triangle with Maximum Probability Theorem Authors : Marvasti, Amir Emad, et al.IEEE ICECCME 2022 Detecting COVID-19 from respiratory sound recordings with transformers Authors : Aytekin, Idil, et al.SPIE Medical Imaging 2022 TGANet: Text-guided attention for improved polyp segmentation Authors : Tomar, N. K., Jha, D., Bagci, U., & Ali, S.MICCAI 2022 Transformer-based Generative Adversarial Network for Liver Segmentation Authors : Demir, Ugur, et al.International Conference on Image Analysis and Processing (ICIAP) 2022 Dynamic Linear Transformer for 3D Biomedical Image Segmentation Authors : Zhang, Z., & Bagci, U.MICCAI MLMI Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network Authors : Tomar, Nikhil Kumar, et al.IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network Authors : Srivastava, Abhishek, et al.IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) 2022 Video Analytics in Elite Soccer: A Distributed Computing Perspective Authors : Jha, Debesh, et al.IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM) Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images Authors : Proietto Salanitri, F. et al.IEEE EMBC 2022 Multi-Contrast MRI Segmentation Trained on Synthetic Images Authors : Irmakci, I., Unel, Z. E., Ikizler-Cinbis, N., & Bagci, U.IEEE EMBC 2022. COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers Authors : Aytekin, Idil, et al.IEEE JBHI Musculoskeletal MR Image Segmentation with Artificial Intelligence Authors : Keles, E., Irmakci, I., Bagci, U.Advances in Clinical Radiology An automatic segmentation framework for computer-assisted renal scintigraphy Authors : Rahimi, A., Hosntalab, M., Babapour, F., Amoui, M., Bagci, U.Medical & Biological Engineering & Computing (Springer) Missed Diagnosis of Pancreatic Ductal Adenocarcinoma Detection Using Deep Convolutional Neural Network. Authors : Hoogenboom, S. A., Ravi, K., Engels, M. M., Irmakci, I., Keles, E., Bolan, C. W., … & Bagci, U. (2021).Gastroenterology, 160(6), S-18. Deep Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans. Authors : Murabito, Francesca, Simone Palazzo, F. Proietto Salanitri, et al.In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 9062-9067. IEEE, 2021. Deep Multi-stage Model for Automated Landmarking of Craniomaxillofacial CT Scans. Authors : Palazzo, Simone, Giovanni Bellitto, Luca Prezzavento, et al.In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 9982-9987. IEEE, 2021. Interpretable Deep Model for Predicting Gene-Addicted Non-Small-Cell Lung Cancer in CT Scans. Authors : Pino, Carmelo, Simone Palazzo, Francesca Trenta, et al.In 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pp. 891-894. IEEE, 2021. No-Reference Image Quality Assessment Of T2-Weighted Magnetic Resonance Images In Prostate Cancer Patients. Authors : Masoudi, S., Harmon, S., Mehralivand, S., Lay, N., Bagci, U., Wood, B.J., Pinto, P.A., Choyke, P. and Turkbey, B. (2021).In 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (pp. 1201-1205). IEEE. Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis. Authors : Demir, U., Irmakci, I., Keles, E., Topcu, A., Xu, Z., Spampinato, C., … & Bagci, U. (2021).In International Workshop on Machine Learning in Medical Imaging (pp. 396-405). Springer, Cham. Hierarchical 3D Feature Learning for Pancreas Segmentation. Authors : Proietto Salanitri, F., Bellitto, G., Irmakci, I., Palazzo, S., Bagci, U., & Spampinato, C. (2021).n International Workshop on Machine Learning in Medical Imaging (pp. 238-247). Springer, Cham. Predicting RF Heating of Conductive Leads During Magnetic Resonance Imaging at 1.5 T: A Machine Learning Approach. Authors : Zheng, C., Chen, X., Nguyen, B. T., et al. (2021).n 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (pp. 4204-4208). IEEE. Quick Guide on Radiology Image Pre-processing for Deep Learning Applications in Prostate Cancer Research. Authors : Masoudi, Samira, Stephanie AA Harmon, Sherif Mehralivand, et al.Journal of Medical Imaging 8, no. 1 (2021): 010901. Capsules for Biomedical Image Segmentation. Authors : LaLonde, R., Xu, Z., Irmakci, I., Jain, S., & Bagci, U. (2021)Medical image analysis, 68, 101889. A Machine Learning-Based Prediction of the Micropapillary/Solid Growth Pattern in Invasive Lung Adenocarcinoma with Radiomics. Authors : He, B., Song, Y., Wang, L., et al. (2021).Translational Lung Cancer Research, 10(2), p.955. The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset. Authors : Desai, A. D., Caliva, F., Iriondo, C., et al. (2021). Radiology: Artificial Intelligence, 3(3), e200078. Morphometric and Functional Brain Connectivity Differentiates Chess Masters From Amateur Players. Authors : RaviPrakash, H., Anwar, S. M., Biassou, N. M., & Bagci, U. (2021).Frontiers in Neuroscience, 15, 629478. Deep Learning Based Staging of Bone Lesions from Computed Tomography Scans. Authors : Masoudi, S., Mehralivand, S., Harmon, S.A., et al. (2021).IEEE Access, 9, pp.87531-87542. Attention-guided Analysis of Infrastructure Damage with Semi-supervised Deep Learning. Authors : Karaaslan, E., Bagci, U., & Catbas, F. N. (2021).Automation in Construction, 125, 103634. Maximum Probability Theorem: A Framework for Probabilistic Machine Learning. Authors : Marvasti, A. E., Marvasti, E. E., Bagci, U., & Foroosh, H. (2021).IEEE Transactions on Artificial Intelligence, 2(3), 214-227. A Novel Decision Support System for Long-Term Management of Bridge Networks. Authors : Karaaslan, E., Bagci, U., & Catbas, N. (2021). Applied Sciences, 11(13), 5928.Applied Sciences, 11(13), 5928. Machine Learning-Based Prediction of MRI-Induced Power Absorption in the Tissue in Patients With Simplified Deep Brain Stimulation Lead Models Authors : Vu, J., Nguyen, B. T., Bhusal, B., Baraboo, J., Rosenow, J., Bagci, U., … & Golestanirad, L. (2021).IEEE Transactions on Electromagnetic Compatibility, 63(5), 1757-1766. The Role of CO-RADS Scoring System in the Diagnosis of COVID-19 Infection and its Correlation with Clinical Signs Authors : Çomoglu, S., Öztürk, S., Topçu, A., Kulali, F., Kant, A., Sobay, R., … & Yilmaz, G. CurrentMedical Imaging 18.4 (2022): 381-386.
Adipose Tissue Segmentation in Unlabeled Abdomen MRI Using Cross Modality Domain Adaptation. Authors : Masoudi, S., Razi, A., Gatlin, J., Turkbey, B., Bagci, U. IEEE EMBC 2020. Variational Capsule Encoder. Authors : RaviPrakash, H., Anwar, SM., Bousquet, C., Bagci, U.ICPR 2020. Instance-level Microtubule Tracking. Authors : Masoodi, S., Razi, A., Wright, C., Gatlin, J., Bagci, U.IEEE Transactions on Medical Imaging Diagnosing Colorectal Polyps in the Wild with Capsule Networks. Authors : LaLonde, R., Kandel, P., Spampinato, C., Wallace, M, Bagci, U.IEEE ISBI 2020. Brain Tumor Survival Prediction using Radiomics Features. Authors : Yousaf, S., Anwar, S, RaviPrakash, H., Bagci, U.RNO-AI (Radiomics and Radiogenomics in Neuro-oncology), MICCAI 2020. Overall Survival Prediction in Gliomas Using Region-Specific Radiomic Features. Authors : Shaheen, A., Bagci, U., Mohy-ud-Din, H.RNO-AI (Radiomics and Radiogenomics in Neuro-oncology), MICCAI 2020. Encoding High-Level Visual Attributes in Capsules for Explainable Medical Diagnoses. Authors : LaLonde, R., Torigian, D., Bagci, U.MICCAI 2020. Deep Convolutional Neural Networks Based Classification of Alzheimer’s Disease Using MRI Data. Authors : Nawaz, A., Anwar, S., Liaqat, R., Iqbal, J., Bagci, U.IEEE INMIC 2020. State-of-the-art in brain tumor segmentation and current challenges. Authors : Yousaf, Sobia, Harish RaviPrakash, Syed Muhammad Anwar, Nosheen Sohail, and Ulas Bagci.n Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-Oncology, pp. 189-198. Springer, Cham, 2020. Deep Learning Provides Exceptional Accuracy to ECoG-based Functional Language Mapping for Epilepsy Surgery. Authors : RaviPrakash, H., Korostenskaja, M., Castillo, E., Lee, KH., Salinas, CM., Baumgartner, J., Scampinatoe, C., Bagci, U.Frontiers in Neuroscience. Analysis of Video Retinal Angiography with Deep Learning and Eulerian Magnification. Authors : Saha, S., LaLonde R., Carmack, A., Foroosh, H., Olson, J.C., Shaikh, S., Bagci, U.Frontiers in Computer Science. AI in Gastroenterology. Current State of Play and Potential. How will it affect our practice and when? Authors : Hoogenboom, S., Bagci, U., Wallace, MB.Techniques in Gastrointestinal Endoscopy. PET/CT and PET/MRI in Ophthalmic Oncology. Authors : Kalemaki MS, Karantanas AH, Exarchos D, Detorakis ET, Zoras O, Marias K, Millo C, Bagci U, Pallikaris I, Stratis A, Karatzanis I, Perisinakis K, Koutentakis P, Kontadakis GA, Spandidos DA, Tsatsakis A, Papadakis GZ. International Journal of Oncology. Development of a Device-to-Image Registration Free Needle Guide for Magnetic Resonance Imaging-Guided Targeted Prostate Biopsy. Authors : Pankaj Kulkarni, Sakura Sikander, Pradipta Biswas, Sumit Laha, Heather Cornnell, Jeremy R Burt, Ulas Bagci, Sang-Eun Song.Journal of Medical Devices 14(4). EEG based classification of long-term stress using psychological labeling. Authors : Saeed, Sanay Muhammad Umar, Syed Muhammad Anwar, Humaira Khalid, Muhammad Majid, and Ulas Bagci.Sensors 20, no. 7 (2020): 1886. Proceedings from the first global artificial intelligence in gastroenterology and endoscopy Summit. Authors : Parasa, S., Wallace, M., Bagci, U., Antonino, M., Berzin, T., Byrne, M., Celik, H., Farahani, K., Golding, M., Gross, S., and Jamali, V.Gastrointestinal endoscopy, 92(4), pp.938-945. The impact of COVID-19 on African American communities in the United States. Authors : Cyrus, Elena, Rachel Clarke, Dexter Hadley, Zoran Bursac, Mary Jo Trepka, Jessy G. Dévieux, Ulas BagciHealth Equity 4, no. 1 (2020): 476-483. Integrating eye tracking and speech recognition accurately annotates MR brain images for deep learning: proof of principle. Authors : Stember, Joseph N., Haydar Celik, David Gutman, Nathaniel Swinburne, Robert Young, Sarah Eskreis-Winkler, Andrei HolodnyRadiology: Artificial Intelligence 3, no. 1 (2020) Semi-supervised deep learning for multi-tissue segmentation from multi-contrast MRI. Authors : Anwar, Syed Muhammad, Ismail Irmakci, Drew A. Torigian, Sachin Jambawalikar, Georgios Z. Papadakis, Can Akgun, Jutta Ellermann, Mehmet Akcakaya, and Ulas Bagci.Journal of Signal Processing Systems (2020) AI for the detection of COVID19 pneumonia on chest CT using multinational datasets. Authors : Stephanie A. Harmon, Thomas H. Sanford, Sheng Xu, et al.Nature Communications, 2020.
Prognostic Utility of F-18-NaF PET/CT Imaging for Fractures in Patients with Fibrous Dysplasia of Bone. Authors : Papadakis, GZ., Manikis, GC, Karantanas, AH., Marias, K., Bagci, U., Florenzano, P., Collins, MT, Boyce, AM.EJNMMI 2019.
F-18-NaF Uptake by Fibrous Dysplasia Bone Lesions is Positively Associated with Bone Turnover Markers (BTMs). Authors : Papadakis, GZ., Manikis, GC., Karantanas, AH., Marias, K., Bagci, U., Florenzano, P., Collins, MT, Boyce, AM.EJNMMI 2019.
Colorectcal Polyp Diagnosis With Contemporary Artificial Intelligence. Authors : Kandel, P., Lalonde, R., Ciofoaia, V., Wallace, M., Bagci, U. Gastrointestinal Endoscopy. Brown Adipose Tissue Activation Detected by Artificial Intelligence Assisted Radiomics: An Early Biomarker for Pancreatic Ductal Adenocarcinoma (PDAC). Authors : Rodriguez, AC., Sharma, A., Tanner, I., Kandel, P., Lalonde, R., Livingston, D., Manoj, J., Raimondo, M., Wallace, M., Bagci, U.Gastroenterology. MRI-guided, Transperineal Prostate Biopsy Using Fixed Coordinate Needle Guide: Initial Feasibility Study. Authors : Kulkarni, P., Laha, S., Sikander, S., Cornell, H., Bagci, U., Burt, J., and Song, SS.Design of Medical Devices Conference, 2019. Deep Learning for Musculoskeletal Image Analysis. Authors : Irmakci, I., Anwar, S., Torigian, D., Bagci, U.IEEE ASILOMAR 2019 (invited article). Emotion Classification in Response to Tactile Enhanced Multimedia Using Frequency Domain Features of Brain Signals. Authors : Arsalan, A., Majid, M., Anwar, SM., Bagci, U.IEEE EMBC. Classification of Perceived Human Stress Using Psychological Signals. Authors : Arsalan, A., Majid, M., Anwar, SM., Bagci, U.IEEE EMBC. A Survey on Recent Advancements for AI-Enabled Radiomics in Neuro-Oncology. Authors : Anwar, S., Tooba, A., Rafique, K., RaviPrakash, H., Mohy-ud-din, H., Bagci, U.MICCAI 2019-RNO-AI. Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans. Authors : Liu, Y., Khosravan, N., Liu, Y., Stember, J., Bagci, U., Jambawalikar, S.MICCAI 2019-DART. Weakly Supervised Segmentation by A Deep Geodesic Prior. Authors : Mortazi, A., Khosravan, N., Torigian, DA., Kurugol, S., Bagci, U.MICCAI 2019-MLMI. PAN: Projective Adversarial Network for Medical Image Segmentation. Authors : Khosravan, N., Mortazi, A., Wallace, M., Bagci, U.MICCAI 2019. INN: Inflated Neural Networks for IPMN Diagnosis. Authors : LaLonde, R., Tanner, I., Nikiforaki, K., Papadakis, GZ., Kandel, P., Bolan, CW., Wallace, M., Bagci, U.MICCAI 2019. Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. Authors : Hussein, S., Kandel, MM., Bolan, CW., Wallace, MB., Bagci, U.IEEE Transactions on Medical Imaging, 2019. A Collaborative Computer Aided Diagnosis (C-CAD) System with Eye Tracking, Sparse Attentional Model, and Deep Learning. Authors : Khosravan, N., Celik, H., Turkbey, B., Jones, E., Wood, B., Bagci, U.Medical Image Analysis, 2019. Deep Geodesic Learning for Segmentation and Anatomical Landmarking. Authors : Torosdagli, D. Liberton, … , Bagci, U.IEEE Transactions on Medical Imaging, 2019. Artificial Intelligence Assisted Infrastructure Assessment Using Mixed Reality Systems. Authors : Karaaslan, E., Bagci, U., and Catbas, F.N.Journal of Transportation Research, 2019. Eye-Tracking for Deep Learning Segmentation Using Convolutional Neural Networks: a proof-of-principle application to meningiomas. Authors : Stember, JN., … , Jambawalikar, S., Bagci, U.Journal of Digital Imaging, 2019. 18F-NaF PET/CT imaging in fibrous dysplasia of bone: implications for evaluation of disease activity and treatment. Authors : Papadakis, GZ., … , and Boyce, AM.Journal of Bone and Mineral Research, 2019. Deep Learning to Classify Intraductal Papillary Mucinous Neoplasms Using Magnetic Resonance Imaging. Authors : Hurtado, S. Hussein, … , and M. Wallace.Pancreas, 2019. Quality Assurance of Computer-Aided Detection and Diagnosis in Colonoscopy. Authors : Vinsard, DG., … , Wallace, MB.Gastrointestinal Endoscopy, 2019. RETOUCH-The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. Authors : Bugunovic, H., … , Gerendas, BS., Klaver, C., Sánchez, CI., Schmidt-Erfurth, U.IEEE Transactions on Medical Imaging, 2019. Computerized Analysis of Brain MR parameters dynamics in young patients with Cushing-Syndrome – a case control study. Authors : Tirosh, A., RaviPrakash, H., … , Bagci, U., Stratakis, CA.The Journal of Clinical Endocrinology and Metabolism, 2019. Lung Imaging and CADx. Chapter 14: How Deep Learning is Changing the Landscape of Lung Cancer Diagnosis. Authors : Hussein, S., and Bagci, U.CRC Press (invited), 2019. Deep Learning for Functional Brain Connectivity: Are We There Yet? Authors : RaviPrakash, R., Watane, A., Jambawalikar, S., and Bagci, U.Springer (Deep Learning and CNN for Medical Image Computing, Invited), 2019. Gold Standard for Epilepsy/Tumor Surgery Coupled with Deep Learning Offers Independence to a Promising Functional Mapping Modality. Authors : Korostenskaja, M., RaviPrakash, H., Bagci, U., … , Elsayed, M., and Castillo, E. Brain-Computer Interface Research, A State-of-the-Art Summary 7, Springer, 2019. Artificial Intelligence as Another Set of Eyes in Breast Cancer Diagnosis. Authors : Anwar, SM, and Bagci, U.Journal of Medical Artificial Intelligence, 2019.
