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Citations	Article
46	Medical Image Segmentation: A Comprehensive Review of Deep Learning-Based Methods by Yuxiao Gao, Yang Jiang, Yanhong Peng, Fujiang Yuan, Xinyue Zhang and Jianfeng Wang
41	Analyzing Barriers and Enablers for the Acceptance of Artificial Intelligence Innovations into Radiology Practice: A Scoping Review by Fatma A. Eltawil, Michael Atalla, Emily Boulos, Afsaneh Amirabadi and Pascal N. Tyrrell
36	Thirty Years of the DICOM Standard by Michele Larobina
31	A Review of Artificial Intelligence in Breast Imaging by Dhurgham Al-Karawi, Shakir Al-Zaidi, Khaled Ahmad Helael, Naser Obeidat, Abdulmajeed Mounzer Mouhsen, Tarek Ajam, Bashar A. Alshalabi, Mohamed Salman and Mohammed H. Ahmed
25	Advantages of Photon-Counting Detector CT in Aortic Imaging by Chiara Zanon, Filippo Cademartiri, Alessandro Toniolo, Costanza Bini, Alberto Clemente, Elda Chiara Colacchio, Giulio Cabrelle, Florinda Mastro, Michele Antonello, Emilio Quaia and Alessia Pepe
23	Computed Tomography Urography: State of the Art and Beyond by Michaela Cellina, Maurizio Cè, Nicolo’ Rossini, Laura Maria Cacioppa, Velio Ascenti, Gianpaolo Carrafiello and Chiara Floridi
22	Long-Term Effectiveness and Sustainability of Integrating Peer-Assisted Ultrasound Courses into Medical School—A Prospective Study by Johannes Matthias Weimer, Nina Widmer, Kai-Uwe Strelow, Paula Hopf, Holger Buggenhagen, Klaus Dirks, Julian Künzel, Norbert Börner, Andreas Michael Weimer, Liv Annebritt Lorenz, Maximilian Rink, Henrik Bellhäuser, Lina Judit Schiestl, Roman Kloeckner, Lukas Müller and Julia Weinmann-Menke
18	A Review on the Use of Imaging Biomarkers in Oncology Clinical Trials: Quality Assurance Strategies for Technical Validation by Stephane Chauvie, Lorenzo Nicola Mazzoni and Jim O’Doherty
17	Extended Reality in Diagnostic Imaging—A Literature Review by Paulina Kukla, Karolina Maciejewska, Iga Strojna, Małgorzata Zapał, Grzegorz Zwierzchowski and Bartosz Bąk
17	Dual-Energy CT in Oncologic Imaging by Giovanni Foti, Giorgio Ascenti, Andrea Agostini, Chiara Longo, Fabio Lombardo, Alessandro Inno, Alessandra Modena and Stefania Gori

Citations	Article
46	Medical Image Segmentation: A Comprehensive Review of Deep Learning-Based Methods by Yuxiao Gao, Yang Jiang, Yanhong Peng, Fujiang Yuan, Xinyue Zhang and Jianfeng Wang
31	A Review of Artificial Intelligence in Breast Imaging by Dhurgham Al-Karawi, Shakir Al-Zaidi, Khaled Ahmad Helael, Naser Obeidat, Abdulmajeed Mounzer Mouhsen, Tarek Ajam, Bashar A. Alshalabi, Mohamed Salman and Mohammed H. Ahmed
17	Dual-Energy CT in Oncologic Imaging by Giovanni Foti, Giorgio Ascenti, Andrea Agostini, Chiara Longo, Fabio Lombardo, Alessandro Inno, Alessandra Modena and Stefania Gori
15	Identifying Diabetic Retinopathy in the Human Eye: A Hybrid Approach Based on a Computer-Aided Diagnosis System Combined with Deep Learning by Şükran Yaman Atcı, Ali Güneş, Metin Zontul and Zafer Arslan
14	A Hybrid CNN-Transformer Model for Predicting N Staging and Survival in Non-Small Cell Lung Cancer Patients Based on CT-Scan by Lingfei Wang, Chenghao Zhang and Jin Li
13	Anatomy of Maxillary Sinus: Focus on Vascularization and Underwood Septa via 3D Imaging by Sara Bernardi, Serena Bianchi, Davide Gerardi, Pierpaolo Petrelli, Fabiola Rinaldi, Maurizio Piattelli, Guido Macchiarelli and Giuseppe Varvara
12	Machine Learning and Deep Learning Approaches in Lifespan Brain Age Prediction: A Comprehensive Review by Yutong Wu, Hongjian Gao, Chen Zhang, Xiangge Ma, Xinyu Zhu, Shuicai Wu and Lan Lin
11	Breast Tomographic Ultrasound: The Spectrum from Current Dense Breast Cancer Screenings to Future Theranostic Treatments by Peter J. Littrup, Mohammad Mehrmohammadi and Nebojsa Duric
10	An Overview of Cone-Beam Computed Tomography and Dental Panoramic Radiography in Dentistry in the Community by David MacDonald and Vera Telyakova
9	Complicated Liver Cystic Echinococcosis—A Comprehensive Literature Review and a Tale of Two Extreme Cases by Valentin Calu, Octavian Enciu, Elena-Adelina Toma, Radu Pârvuleţu, Dumitru Cătălin Pîrîianu and Adrian Miron

Citations	Article
46	Medical Image Segmentation: A Comprehensive Review of Deep Learning-Based Methods by Yuxiao Gao, Yang Jiang, Yanhong Peng, Fujiang Yuan, Xinyue Zhang and Jianfeng Wang
8	Deep Learning for Ultrasonographic Assessment of Temporomandibular Joint Morphology by Julia Lasek, Karolina Nurzynska, Adam Piórkowski, Michał Strzelecki and Rafał Obuchowicz
6	Emerging PET Imaging Agents and Targeted Radioligand Therapy: A Review of Clinical Applications and Trials by Maierdan Palihati, Jeeban Paul Das, Randy Yeh and Kathleen Capaccione
5	Delta Radiomics and Tumor Size: A New Predictive Radiomics Model for Chemotherapy Response in Liver Metastases from Breast and Colorectal Cancer by Nicolò Gennaro, Moataz Soliman, Amir A. Borhani, Linda Kelahan, Hatice Savas, Ryan Avery, Kamal Subedi, Tugce A. Trabzonlu, Chase Krumpelman, Vahid Yaghmai, Young Chae, Jochen Lorch, Devalingam Mahalingam, Mary Mulcahy, Al Benson, Ulas Bagci and Yuri S. Velichko
5	Long-Term Effects of COVID-19: Analysis of Imaging Findings in Patients Evaluated by Computed Tomography from 2020 to 2024 by Zeynep Keskin, Mihrican Yeşildağ, Ömer Özberk, Kemal Ödev, Fatih Ateş, Bengü Özkan Bakdık and Şehriban Çağlak Kardaş
4	Leveraging Multimodal Foundation Models in Biliary Tract Cancer Research by Yashbir Singh, Jesper B. Andersen, Quincy A. Hathaway, Diana V. Vera-Garcia, Varekan Keishing, Sudhakar K. Venkatesh, Sara Salehi, Davide Povero, Michael B. Wallace, Gregory J. Gores, Yujia Wei, Natally Horvat, Bradley J. Erickson and Emilio Quaia
4	A Flexible Multi-Channel Deep Network Leveraging Texture and Spatial Features for Diagnosing New COVID-19 Variants in Lung CT Scans by Shervan Fekri-Ershad and Khalegh Behrouz Dehkordi
4	Utilizing Vision Transformers for Predicting Early Response of Brain Metastasis to Magnetic Resonance Imaging-Guided Stage Gamma Knife Radiosurgery Treatment by Simona Ruxandra Volovăț, Diana-Ioana Boboc, Mădălina-Raluca Ostafe, Călin Gheorghe Buzea, Maricel Agop, Lăcrămioara Ochiuz, Dragoș Ioan Rusu, Decebal Vasincu, Monica Iuliana Ungureanu and Cristian Constantin Volovăț
4	Machine Learning and Feature Selection in Pediatric Appendicitis by John Kendall, Gabriel Gaspar, Derek Berger and Jacob Levman
4	Reliability of Automated Amyloid PET Quantification: Real-World Validation of Commercial Tools Against Centiloid Project Method by Yeon-koo Kang, Jae Won Min, Soo Jin Kwon and Seunggyun Ha

Citations	Article
4	Machine Learning and Feature Selection in Pediatric Appendicitis by John Kendall, Gabriel Gaspar, Derek Berger and Jacob Levman
4	Leveraging Multimodal Foundation Models in Biliary Tract Cancer Research by Yashbir Singh, Jesper B. Andersen, Quincy A. Hathaway, Diana V. Vera-Garcia, Varekan Keishing, Sudhakar K. Venkatesh, Sara Salehi, Davide Povero, Michael B. Wallace, Gregory J. Gores, Yujia Wei, Natally Horvat, Bradley J. Erickson and Emilio Quaia
4	A Flexible Multi-Channel Deep Network Leveraging Texture and Spatial Features for Diagnosing New COVID-19 Variants in Lung CT Scans by Shervan Fekri-Ershad and Khalegh Behrouz Dehkordi
2	Contrast-Enhanced Mammography in Breast Lesion Assessment: Accuracy and Surgical Impact by Graziella Di Grezia, Sara Mercogliano, Luca Marinelli, Antonio Nazzaro, Alessandro Galiano, Elisa Cisternino, Gianluca Gatta, Vincenzo Cuccurullo and Mariano Scaglione
1	Autoencoder-Assisted Stacked Ensemble Learning for Lymphoma Subtype Classification: A Hybrid Deep Learning and Machine Learning Approach by Roseline Oluwaseun Ogundokun, Pius Adewale Owolawi, Chunling Tu and Etienne van Wyk
1	Correlations of Lumbar Interspinous Distance with Neuroforaminal Dimensions, Disc Space Height, and Patient Demographic Factors by Carson Cummings, Zachary Brandt, Kai Nguyen, Asael Isaac, Jean-Carlos Gutierrez, Ashley Kempf, David Cheng, Joel D. Carson, Emily Novak, Jacob Razzouk, Olumide Danisa and Wayne Cheng
1	Bone Evaluation with Micro Finite Element Analysis in Animal Models by Behnam Namiranian, Kenichiro Doi, Salem Alenezi, Sameer B. Shah, Saeed Jerban and Eric Y. Chang
1	Self-Plagiarism and Redundant Publications: A True Scientific Misconduct by Emilio Quaia
1	Diagnostic Performance of GPT-4o Compared to Radiology Residents in Emergency Abdominal Tomography Cases by Ahmet Tanyeri, Rıdvan Akbulut, Cuma Gündoğdu, Tuğba Öztürk, Büşra Ceylan, Nasır Fırat Yalçın, Ömer Dural, Selin Kasap, Mehmet Burak Çildağ, Alparslan Ünsal and Yelda Özsunar
1	Reducing Radiation Dose in Computed Tomography Imaging of Adolescent Idiopathic Scoliosis Using Spectral Shaping Technique with Tin Filter by Yoshiyuki Noto, Tatsuya Kuramoto, Kei Watanabe and Koichi Chida

Citations	Article
155	Quantitative Susceptibility Mapping: Contrast Mechanisms and Clinical Applications by Chunlei Liu, Hongjiang Wei, Nan-Jie Gong, Matthew Cronin, Russel Dibb and Kyle Decker
155	Dynamic Glucose-Enhanced (DGE) MRI: Translation to Human Scanning and First Results in Glioma Patients by Xiang Xu, Nirbhay N. Yadav, Linda Knutsson, Jun Hua, Rita Kalyani, Erica Hall, John Laterra, Jaishri Blakeley, Roy Strowd, Martin Pomper, Peter Barker, Kannie W. Y. Chan, Guanshu Liu, Michael T. McMahon, Robert D. Stevens and Peter C. M. van Zijl
150	Test–Retest Data for Radiomics Feature Stability Analysis: Generalizable or Study-Specific? by Janna E. van Timmeren, Ralph T.H. Leijenaar, Wouter van Elmpt, Jiazhou Wang, Zhen Zhang, André Dekker and Philippe Lambin
129	Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival among Patients with Lung Adenocarcinoma by Rahul Paul, Samuel H. Hawkins, Yoganand Balagurunathan, Matthew Schabath, Robert J. Gillies, Lawrence O. Hall and Dmitry B. Goldgof
123	Quantitative “Hot-Spot” Imaging of Transplanted Stem Cells Using Superparamagnetic Tracers and Magnetic Particle Imaging by Jeff W. M. Bulte, Piotr Walczak, Miroslaw Janowski, Kannan M. Krishnan, Hamed Arami, Aleksi Halkola, Bernhard Gleich and Jürgen Rahmer
105	Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features by Jayashree Kalpathy-Cramer, Artem Mamomov, Binsheng Zhao, Lin Lu, Dmitry Cherezov, Sandy Napel, Sebastian Echegaray, Daniel Rubin, Michael McNitt-Gray, Pechin Lo, Jessica C. Sieren, Johanna Uthoff, Samantha K. N. Dilger, Brandan Driscoll, Ivan Yeung, Lubomir Hadjiiski, Kenny Cha, Yoganand Balagurunathan, Robert Gillies and Dmitry Goldgof
98	Pitfalls in Gallium-68 PSMA PET/CT Interpretation—A Pictorial Review by Deepa Shetty, Dhruv Patel, Ken Le, Chuong Bui and Robert Mansberg
83	SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks by Kuan Zhang, Haoji Hu, Kenneth Philbrick, Gian Marco Conte, Joseph D. Sobek, Pouria Rouzrokh and Bradley J. Erickson
82	A Fully Automated Deep Learning Network for Brain Tumor Segmentation by Chandan Ganesh Bangalore Yogananda, Bhavya R. Shah, Maryam Vejdani-Jahromi, Sahil S. Nalawade, Gowtham K. Murugesan, Frank F. Yu, Marco C. Pinho, Benjamin C. Wagner, Kyrre E. Emblem, Atle Bjørnerud, Baowei Fei, Ananth J. Madhuranthakam and Joseph A. Maldjian
77	Generative Adversarial Networks for the Creation of Realistic Artificial Brain Magnetic Resonance Images by Koshino Kazuhiro, Rudolf A. Werner, Fujio Toriumi, Mehrbod S. Javadi, Martin G. Pomper, Lilja B. Solnes, Franco Verde, Takahiro Higuchi and Steven P. Rowe

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2553	Medical Image Segmentation: A Comprehensive Review of Deep Learning-Based Methods by Yuxiao Gao, Yang Jiang, Yanhong Peng, Fujiang Yuan, Xinyue Zhang and Jianfeng Wang
1153	Association Between Thoracic Kyphosis and Hiatal Enlargement: A CT-Based Study Interpreted in Light of GERD-Linked Morphological Markers by Mustafa Mazıcan, Ismail Karluka and Davut Tuney
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1153	Association Between Thoracic Kyphosis and Hiatal Enlargement: A CT-Based Study Interpreted in Light of GERD-Linked Morphological Markers by Mustafa Mazıcan, Ismail Karluka and Davut Tuney
1097	Validation of a Newly Developed Assessment Tool for Point-of-Care Ultrasound of the Thorax in Healthy Volunteers (VALPOCUS) by Patrick Hoffmann, Tobias Hüppe, Nicolas Poncelet, Julius J. Weise, Ulrich Berwanger and David Conrad
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3839	Acute Pulmonary Embolism: Prognostic Role of Computed Tomography Pulmonary Angiography (CTPA) by Giulia Zantonelli, Diletta Cozzi, Alessandra Bindi, Edoardo Cavigli, Chiara Moroni, Silvia Luvarà, Giulia Grazzini, Ginevra Danti, Vincenza Granata and Vittorio Miele
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