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Citations	Article
115	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
60	Thirty Years of the DICOM Standard by Michele Larobina
39	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
29	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
26	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
25	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
24	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
24	A Systematic Literature Review of 3D Deep Learning Techniques in Computed Tomography Reconstruction by Hameedur Rahman, Abdur Rehman Khan, Touseef Sadiq, Ashfaq Hussain Farooqi, Inam Ullah Khan and Wei Hong Lim
23	Dual-Energy CT in Oncologic Imaging by Giovanni Foti, Giorgio Ascenti, Andrea Agostini, Chiara Longo, Fabio Lombardo, Alessandro Inno, Alessandra Modena and Stefania Gori
22	The State of Intraoperative OCT in Vitreoretinal Surgery: Recent Advances and Future Challenges by Nicolò Ciarmatori, Marco Pellegrini, Francesco Nasini, Pietro Maria Talli, Laura Sarti and Marco Mura

Citations	Article
115	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
26	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
25	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
18	An Overview of Cone-Beam Computed Tomography and Dental Panoramic Radiography in Dentistry in the Community by David MacDonald and Vera Telyakova
15	Magnetic Resonance Imaging Biomarkers of Muscle by Usha Sinha and Shantanu Sinha
15	CNN-Based Cross-Modality Fusion for Enhanced Breast Cancer Detection Using Mammography and Ultrasound by Yi-Ming Wang, Chi-Yuan Wang, Kuo-Ying Liu, Yung-Hui Huang, Tai-Been Chen, Kon-Ning Chiu, Chih-Yu Liang and Nan-Han Lu
12	Deep Learning-Assisted Automatic Diagnosis of Anterior Cruciate Ligament Tear in Knee Magnetic Resonance Images by Xuanwei Wang, Yuanfeng Wu, Jiafeng Li, Yifan Li and Sanzhong Xu
12	BAE-ViT: An Efficient Multimodal Vision Transformer for Bone Age Estimation by Jinnian Zhang, Weijie Chen, Tanmayee Joshi, Xiaomin Zhang, Po-Ling Loh, Varun Jog, Richard J. Bruce, John W. Garrett and Alan B. McMillan
12	Dual-Stage AI Model for Enhanced CT Imaging: Precision Segmentation of Kidney and Tumors by Nalan Karunanayake, Lin Lu, Hao Yang, Pengfei Geng, Oguz Akin, Helena Furberg, Lawrence H. Schwartz and Binsheng Zhao
12	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

Citations	Article
9	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
8	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
7	Machine Learning and Feature Selection in Pediatric Appendicitis by John Kendall, Gabriel Gaspar, Derek Berger and Jacob Levman
7	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
5	Spontaneous Pneumothorax: A Review of Underlying Etiologies and Diagnostic Imaging Modalities by Rupali Jain, Vinay Kandula, Drew A. Torigian and Achala Donuru
4	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
4	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
4	Multimodal CT and MRI Radiomics Integrated with Clinical Models Predict Pathological Complete Response in ESCC Following Neoadjuvant Immunochemotherapy by Longgao Liu, Chufeng Zeng, Lizhi Liu, Shumin Zhou, Weihua Wu, Peng Lin, Jianhua Fu, Tiehua Rong, Xu Zhang and Xiaodong Su
4	Clinically Focused Computer-Aided Diagnosis for Breast Cancer Using SE and CBAM with Multi-Head Attention by Zeki Ogut, Mucahit Karaduman and Muhammed Yildirim
3	Detection and Classification of Alzheimer’s Disease Using Deep and Machine Learning by Muhammad Zaeem Khalid, Nida Iqbal, Babar Ali, Jawwad Sami Ur Rahman, Saman Iqbal, Lama Almudaimeegh, Zuhal Y. Hamd and Awadia Gareeballah

Citations	Article
2	Spectral Computed Tomography Angiography in Visceral Artery Aneurysms: Technical Principles and Clinical Applications by Laura Maria Cacioppa, Michaela Cellina, Giacomo Agliata, Francesco Mariotti, Nicolo’ Rossini, Tommaso Valeri, Giangabriele Francavilla, Alessandro Felicioli, Alessandra Bruno, Marzia Rosati, Roberto Candelari and Chiara Floridi
2	Conditional Diffusion Models for CT Image Synthesis from CBCT: A Systematic Review by Alzahra Altalib, Chunhui Li and Alessandro Perelli
1	An Evaluation Study of PET Image Quality Factors in Brain Tumor Diagnosis by Ali Albweady
1	Semi-Supervised Vertebra Segmentation and Identification in CT Images by You Fu, Jiasen Feng and Hanlin Cheng
1	Diagnostic Performance of CT-like Images for Lumbar Pedicle Screw Planning and Spinal Canal Area Measurement: A Comparative Study with Conventional CT and MRI by Akira Ogihara, Takeshi Fukuda, Shunsuke Katsumi and Hiroya Ojiri
1	HAAU-Net: Hybrid Adaptive Attention U-Net Integrated with Context-Aware Morphologically Stable Features for Real-Time MRI Brain Tumor Detection and Segmentation by Muhammad Adeel Asghar, Sultan Shoaib and Muhammad Zahid

Citations	Article
168	Quantitative Susceptibility Mapping: Contrast Mechanisms and Clinical Applications by Chunlei Liu, Hongjiang Wei, Nan-Jie Gong, Matthew Cronin, Russel Dibb and Kyle Decker
160	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
153	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
132	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
128	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
115	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
106	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
104	Pitfalls in Gallium-68 PSMA PET/CT Interpretation—A Pictorial Review by Deepa Shetty, Dhruv Patel, Ken Le, Chuong Bui and Robert Mansberg
101	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
92	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

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1263	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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