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Citations	Article
88	Conv-ViT: A Convolution and Vision Transformer-Based Hybrid Feature Extraction Method for Retinal Disease Detection by Pramit Dutta, Khaleda Akther Sathi, Md. Azad Hossain and M. Ali Akber Dewan
80	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
74	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
72	A Robust Approach to Multimodal Deepfake Detection by Davide Salvi, Honggu Liu, Sara Mandelli, Paolo Bestagini, Wenbo Zhou, Weiming Zhang and Stefano Tubaro
72	A Systematic Review on Deep Learning with CNNs Applied to Surface Defect Detection by Esteban Cumbajin, Nuno Rodrigues, Paulo Costa, Rolando Miragaia, Luís Frazão, Nuno Costa, Antonio Fernández-Caballero, Jorge Carneiro, Leire H. Buruberri and António Pereira
72	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
60	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
54	A CNN Hyperparameters Optimization Based on Particle Swarm Optimization for Mammography Breast Cancer Classification by Khadija Aguerchi, Younes Jabrane, Maryam Habba and Amir Hajjam El Hassani
53	Diagnostic Applications of Intraoral Scanners: A Systematic Review by Francesca Angelone, Alfonso Maria Ponsiglione, Carlo Ricciardi, Giuseppe Cesarelli, Mario Sansone and Francesco Amato
53	Deepfake Media Forensics: Status and Future Challenges by Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Vittoria Bruni, Roberto Caldelli, Francesco De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Taiba Majid, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Nischay Purnekar, Davide Salvi, Stefano Tubaro, Massimo Villari and Domenico Vitulano Show full author list Hide full author list

Citations	Article
74	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
72	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
53	Deepfake Media Forensics: Status and Future Challenges by Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Vittoria Bruni, Roberto Caldelli, Francesco De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Taiba Majid, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Nischay Purnekar, Davide Salvi, Stefano Tubaro, Massimo Villari and Domenico Vitulano Show full author list Hide full author list
46	Applications of Artificial Intelligence, Deep Learning, and Machine Learning to Support the Analysis of Microscopic Images of Cells and Tissues by Muhammad Ali, Viviana Benfante, Ghazal Basirinia, Pierpaolo Alongi, Alessandro Sperandeo, Alberto Quattrocchi, Antonino Giulio Giannone, Daniela Cabibi, Anthony Yezzi, Domenico Di Raimondo, Antonino Tuttolomondo and Albert Comelli
39	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
37	Image Analysis in Histopathology and Cytopathology: From Early Days to Current Perspectives by Tibor Mezei, Melinda Kolcsár, András Joó and Simona Gurzu
34	Current Status and Challenges and Future Trends of Deep Learning-Based Intrusion Detection Models by Yuqiang Wu, Bailin Zou and Yifei Cao
34	Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning by Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Roa’a Khaled, Andrea Buccoliero, Syed Baqir Hussain Shah, Angelo Di Terlizzi, Giacomo Di Benedetto and Marco Agostino Deriu
30	The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout
28	Review of Image Quality Assessment Methods for Compressed Images by Sonain Jamil

Citations	Article
19	Synthetic Scientific Image Generation with VAE, GAN, and Diffusion Model Architectures by Zineb Sordo, Eric Chagnon, Zixi Hu, Jeffrey J. Donatelli, Peter Andeer, Peter S. Nico, Trent Northen and Daniela Ushizima
14	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
11	Machine Learning Algorithms of Remote Sensing Data Processing for Mapping Changes in Land Cover Types over Central Apennines, Italy by Polina Lemenkova
11	A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis by Leonardo Scabini, Andre Sacilotti, Kallil M. Zielinski, Lucas C. Ribas, Bernard De Baets and Odemir M. Bruno
10	FakeMusicCaps: A Dataset for Detection and Attribution of Synthetic Music Generated via Text-to-Music Models by Luca Comanducci, Paolo Bestagini and Stefano Tubaro
10	Deep Learning Techniques for Prostate Cancer Analysis and Detection: Survey of the State of the Art by Olushola Olawuyi and Serestina Viriri
9	A Review on Deep Learning Methods for Glioma Segmentation, Limitations, and Future Perspectives by Cecilia Diana-Albelda, Álvaro García-Martín and Jesus Bescos
9	Fundus Image-Based Eye Disease Detection Using EfficientNetB3 Architecture by Rahaf Alsohemi and Samia Dardouri
8	AI-driven Automated Blood Cell Anomaly Detection: Enhancing Diagnostics and Telehealth in Hematology by Oussama El Othmani, Amine Mosbah, Aymen Yahyaoui, Amina Bouatay and Raouf Dhaouadi
7	A Lightweight Semantic Segmentation Model for Underwater Images Based on DeepLabv3+ by Chongjing Xiao, Zhiyu Zhou and Yanjun Hu

Citations	Article
4	Next-Generation Advances in Prostate Cancer Imaging and Artificial Intelligence Applications by Kathleen H. Miao, Julia H. Miao, Mark Finkelstein, Aritrick Chatterjee and Aytekin Oto
4	Benchmarking Compact VLMs for Clip-Level Surveillance Anomaly Detection Under Weak Supervision by Kirill Borodin, Kirill Kondrashov, Nikita Vasiliev, Ksenia Gladkova, Inna Larina, Mikhail Gorodnichev and Grach Mkrtchian
4	YOLO11s-UAV: An Advanced Algorithm for Small Object Detection in UAV Aerial Imagery by Qi Mi, Jianshu Chao, Anqi Chen, Kaiyuan Zhang and Jiahua Lai
3	Camera-in-the-Loop Realization of Direct Search with Random Trajectory Method for Binary-Phase Computer-Generated Hologram Optimization by Evgenii Yu. Zlokazov, Rostislav S. Starikov, Pavel A. Cheremkhin and Timur Z. Minikhanov
2	Lightweight and Real-Time Driver Fatigue Detection Based on MG-YOLOv8 with Facial Multi-Feature Fusion by Chengming Chen, Xinyue Liu, Meng Zhou, Zhijian Li, Zhanqi Du and Yandan Lin
2	A Survey of Crop Disease Recognition Methods Based on Spectral and RGB Images by Haoze Zheng, Heran Wang, Hualong Dong and Yurong Qian
2	Dual-Path Convolutional Neural Network with Squeeze-and-Excitation Attention for Lung and Colon Histopathology Classification by Helala AlShehri
2	Hybrid Multi-Scale Neural Network with Attention-Based Fusion for Fruit Crop Disease Identification by Shakhmaran Seilov, Akniyet Nurzhaubayev, Marat Baideldinov, Bibinur Zhursinbek, Medet Ashimgaliyev and Ainur Zhumadillayeva
2	DiagNeXt: A Two-Stage Attention-Guided ConvNeXt Framework for Kidney Pathology Segmentation and Classification by Hilal Tekin, Şafak Kılıç and Yahya Doğan
2	Design and Development of an Automated Pipeline for Medical Hyperspectral Image Acquisition, Processing, and Fusion by Felix Wühler, Tim Markus Häußermann, Alessa Rache, Björn van Marwick, Carmen Wängler, Julian Reichwald and Matthias Rädle

Citations	Article
585	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
546	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
427	An Overview of Deep Learning Based Methods for Unsupervised and Semi-Supervised Anomaly Detection in Videos by B. Ravi Kiran, Dilip Mathew Thomas and Ranjith Parakkal
361	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
265	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
257	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
236	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
229	Contribution of Remote Sensing on Crop Models: A Review by Dimitrios A. Kasampalis, Thomas K. Alexandridis, Chetan Deva, Andrew Challinor, Dimitrios Moshou and Georgios Zalidis
210	Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art by Tirivangani Magadza and Serestina Viriri
205	An Overview of Watershed Algorithm Implementations in Open Source Libraries by Anton S. Kornilov and Ilia V. Safonov

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15904	Hybrid Quality-Based Recommender Systems: A Systematic Literature Review by Bihi Sabiri, Amal Khtira, Bouchra El Asri and Maryem Rhanoui
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13640	State-of-the-Art Deep Learning Methods for Microscopic Image Segmentation: Applications to Cells, Nuclei, and Tissues by Fatma Krikid, Hugo Rositi and Antoine Vacavant

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8876	Classifying Sex from MSCT-Derived 3D Mandibular Models Using an Adapted PointNet++ Deep Learning Approach in a Croatian Population by Eva Shimkus, Ivana Kružić, Saša Mladenović, Iva Perić, Marija Jurić Gunjača, Tade Tadić, Krešimir Dolić, Šimun Anđelinović, Željana Bašić and Ivan Jerković
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5421	AI-driven Automated Blood Cell Anomaly Detection: Enhancing Diagnostics and Telehealth in Hematology by Oussama El Othmani, Amine Mosbah, Aymen Yahyaoui, Amina Bouatay and Raouf Dhaouadi
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2746	A Systematic Review on Deep Learning with CNNs Applied to Surface Defect Detection by Esteban Cumbajin, Nuno Rodrigues, Paulo Costa, Rolando Miragaia, Luís Frazão, Nuno Costa, Antonio Fernández-Caballero, Jorge Carneiro, Leire H. Buruberri and António Pereira
2721	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel

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3099	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
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577	Next-Generation Advances in Prostate Cancer Imaging and Artificial Intelligence Applications by Kathleen H. Miao, Julia H. Miao, Mark Finkelstein, Aritrick Chatterjee and Aytekin Oto
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