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Citations	Article
126	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
97	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
89	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
87	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
85	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
81	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
66	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
64	Explainable Artificial Intelligence (XAI) for Deep Learning Based Medical Imaging Classification by Rawan Ghnemat, Sawsan Alodibat and Qasem Abu Al-Haija
61	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
60	AI vs. AI: Can AI Detect AI-Generated Images? by Samah S. Baraheem and Tam V. Nguyen

Citations	Article
126	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
85	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
61	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
49	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
47	The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout
47	A Systematic Review of Medical Image Quality Assessment by H. M. S. S. Herath, H. M. K. K. M. B. Herath, Nuwan Madusanka and Byeong-Il Lee
47	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
43	Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 by Lianghao Tan, Shubing Liu, Jing Gao, Xiaoyi Liu, Linyue Chu and Huangqi Jiang
43	Image Analysis in Histopathology and Cytopathology: From Early Days to Current Perspectives by Tibor Mezei, Melinda Kolcsár, András Joó and Simona Gurzu
39	Current Status and Challenges and Future Trends of Deep Learning-Based Intrusion Detection Models by Yuqiang Wu, Bailin Zou and Yifei Cao

Citations	Article
47	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
17	Fundus Image-Based Eye Disease Detection Using EfficientNetB3 Architecture by Rahaf Alsohemi and Samia Dardouri
17	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
16	Solar Panel Surface Defect and Dust Detection: Deep Learning Approach by Atta Rahman
15	A Review on Deep Learning Methods for Glioma Segmentation, Limitations, and Future Perspectives by Cecilia Diana-Albelda, Álvaro García-Martín and Jesus Bescos
15	Multi-Class Classification of Breast Cancer Subtypes Using ResNet Architectures on Histopathological Images by Akshat Desai and Rakeshkumar Mahto
12	Automatic Visual Inspection for Industrial Application by António Gouveia Ribeiro, Luís Vilaça, Carlos Costa, Tiago Soares da Costa and Pedro Miguel Carvalho
11	Deep Spectrogram Learning for Gunshot Classification: A Comparative Study of CNN Architectures and Time-Frequency Representations by Pafan Doungpaisan and Peerapol Khunarsa
11	Colorectal Polyp Segmentation Based on Deep Learning Methods: A Systematic Review by Xin Liu, Nor Ashidi Mat Isa, Chao Chen and Fajin Lv
10	A Lightweight CNN for Multiclass Retinal Disease Screening with Explainable AI by Arjun Kumar Bose Arnob, Muhammad Hasibur Rashid Chayon, Fahmid Al Farid, Mohd Nizam Husen and Firoz Ahmed

Citations	Article
10	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
5	Analysis of Biological Images and Quantitative Monitoring Using Deep Learning and Computer Vision by Aaron Gálvez-Salido, Francisca Robles, Rodrigo J. Gonçalves, Roberto de la Herrán, Carmelo Ruiz Rejón and Rafael Navajas-Pérez
4	A Survey of Crop Disease Recognition Methods Based on Spectral and RGB Images by Haoze Zheng, Heran Wang, Hualong Dong and Yurong Qian
3	*Predicting Nutritional and Morphological Attributes of Fresh Commercial Opuntia* Cladodes Using Machine Learning and Imaging by Juan Arredondo Valdez, Josué Israel García López, Héctor Flores Breceda, Ajay Kumar, Ricardo David Valdez Cepeda and Alejandro Isabel Luna Maldonado**
3	Vision and Language Reference for a Segment Anything Model for Few-Shot Segmentation by Kosuke Sakurai, Ryotaro Shimizu and Masayuki Goto
3	Radiomics in Medical Imaging: Methods, Applications, and Challenges by Fnu Neha and Deepak Kumar Shukla
3	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
2	A Method for Human Pose Estimation and Joint Angle Computation Through Deep Learning by Ludovica Ciardiello, Patrizia Agnello, Marta Petyx, Fabio Martinelli, Mario Cesarelli, Antonella Santone and Francesco Mercaldo
2	Machine Learning-Assisted Classification of Pathogenic Yeasts Using Laser Light Scattering and Conventional Microscopy by Xiaoxuan Liu, Shamanth Shankarnarayan, Zexi Cheng, Manisha Gupta, Wojciech Rozmus, Mrinal Mandal, Daniel A. Charlebois and Ying Yin Tsui
2	Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Maps by Emanuele Caruso, Francesco Pelosin, Alessandro Simoni and Oswald Lanz

Citations	Article
618	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
581	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
438	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
379	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
311	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
286	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
268	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
243	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande
239	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
232	Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art by Tirivangani Magadza and Serestina Viriri

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5298	Automatic Visual Inspection for Industrial Application by António Gouveia Ribeiro, Luís Vilaça, Carlos Costa, Tiago Soares da Costa and Pedro Miguel Carvalho
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2957	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
2935	Applied Artificial Intelligence in Healthcare: A Review of Computer Vision Technology Application in Hospital Settings by Heidi Lindroth, Keivan Nalaie, Roshini Raghu, Ivan N. Ayala, Charles Busch, Anirban Bhattacharyya, Pablo Moreno Franco, Daniel A. Diedrich, Brian W. Pickering and Vitaly Herasevich
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2666	Explainable Artificial Intelligence (XAI) for Deep Learning Based Medical Imaging Classification by Rawan Ghnemat, Sawsan Alodibat and Qasem Abu Al-Haija

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3045	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
2957	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
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669	A Review on Deep Learning Methods for Glioma Segmentation, Limitations, and Future Perspectives by Cecilia Diana-Albelda, Álvaro García-Martín and Jesus Bescos

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625	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
466	A Survey of Crop Disease Recognition Methods Based on Spectral and RGB Images by Haoze Zheng, Heran Wang, Hualong Dong and Yurong Qian
429	Video-Based 3D Reconstruction: A Review of Photogrammetry and Visual SLAM Approaches by Ali Javadi Moghadam, Abbas Kiani, Reza Naeimaei, Shirin Malihi and Ioannis Brilakis
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