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Citations	Article
93	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
87	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
81	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
77	A Robust Approach to Multimodal Deepfake Detection by Davide Salvi, Honggu Liu, Sara Mandelli, Paolo Bestagini, Wenbo Zhou, Weiming Zhang and Stefano Tubaro
77	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
75	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
63	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
59	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
55	Diagnostic Applications of Intraoral Scanners: A Systematic Review by Francesca Angelone, Alfonso Maria Ponsiglione, Carlo Ricciardi, Giuseppe Cesarelli, Mario Sansone and Francesco Amato
55	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

Citations	Article
87	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
77	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
59	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
49	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
38	Image Analysis in Histopathology and Cytopathology: From Early Days to Current Perspectives by Tibor Mezei, Melinda Kolcsár, András Joó and Simona Gurzu
35	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
34	Current Status and Challenges and Future Trends of Deep Learning-Based Intrusion Detection Models by Yuqiang Wu, Bailin Zou and Yifei Cao
33	The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection by Tarek Berghout
32	Residual-Based Multi-Stage Deep Learning Framework for Computer-Aided Alzheimer’s Disease Detection by Najmul Hassan, Abu Saleh Musa Miah and Jungpil Shin

Citations	Article
22	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
19	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
12	Deep Learning Techniques for Prostate Cancer Analysis and Detection: Survey of the State of the Art by Olushola Olawuyi and Serestina Viriri
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	A Review on Deep Learning Methods for Glioma Segmentation, Limitations, and Future Perspectives by Cecilia Diana-Albelda, Álvaro García-Martín and Jesus Bescos
10	Fundus Image-Based Eye Disease Detection Using EfficientNetB3 Architecture by Rahaf Alsohemi and Samia Dardouri
9	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
8	Multi-Class Classification of Breast Cancer Subtypes Using ResNet Architectures on Histopathological Images by Akshat Desai and Rakeshkumar Mahto
8	Colorectal Polyp Segmentation Based on Deep Learning Methods: A Systematic Review by Xin Liu, Nor Ashidi Mat Isa, Chao Chen and Fajin Lv

Citations	Article
4	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
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	DiagNeXt: A Two-Stage Attention-Guided ConvNeXt Framework for Kidney Pathology Segmentation and Classification by Hilal Tekin, Şafak Kılıç and Yahya Doğan
2	Revisiting Underwater Image Enhancement for Object Detection: A Unified Quality–Detection Evaluation Framework by Ali Awad, Ashraf Saleem, Sidike Paheding, Evan Lucas, Serein Al-Ratrout and Timothy C. Havens
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	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	Empirical Mode Decomposition-Based Deep Learning Model Development for Medical Imaging: Feasibility Study for Gastrointestinal Endoscopic Image Classification by Mou Deb, Mrinal Kanti Dhar, Poonguzhali Elangovan, Keerthy Gopalakrishnan, Divyanshi Sood, Aaftab Sethi, Sabah Afroze, Sourav Bansal, Aastha Goudel, Charmy Parikh, Avneet Kaur, Swetha Rapolu, Gianeshwaree Alias Rachna Panjwani, Rabiah Aslam Ansari, Naghmeh Asadimanesh, Shiva Sankari Karuppiah, Scott A. Helgeson, Venkata S. Akshintala and Shivaram P. Arunachalam
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	Dual-Path Convolutional Neural Network with Squeeze-and-Excitation Attention for Lung and Colon Histopathology Classification by Helala AlShehri
1	Accelerating Point Cloud Computation via Memory in Embedded Structured Light Cameras by Yanan Zhang, Shikang Meng, Shijie Wang and Yaheng Ren

Citations	Article
595	Explainable Deep Learning Models in Medical Image Analysis by Amitojdeep Singh, Sourya Sengupta and Vasudevan Lakshminarayanan
553	Hand Gesture Recognition Based on Computer Vision: A Review of Techniques by Munir Oudah, Ali Al-Naji and Javaan Chahl
429	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
364	Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review by Alberto Signoroni, Mattia Savardi, Annalisa Baronio and Sergio Benini
278	Data Augmentation in Classification and Segmentation: A Survey and New Strategies by Khaled Alomar, Halil Ibrahim Aysel and Xiaohao Cai
258	Machine Vision Systems in Precision Agriculture for Crop Farming by Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore Pachidis and Vassilis G. Kaburlasos
247	Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review by Aghiles Kebaili, Jérôme Lapuyade-Lahorgue and Su Ruan
232	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
214	Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art by Tirivangani Magadza and Serestina Viriri
213	GANs for Medical Image Synthesis: An Empirical Study by Youssef Skandarani, Pierre-Marc Jodoin and Alain Lalande

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26195	AI vs. AI: Can AI Detect AI-Generated Images? by Samah S. Baraheem and Tam V. Nguyen
26042	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
25868	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
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20396	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
18913	A Robust Approach to Multimodal Deepfake Detection by Davide Salvi, Honggu Liu, Sara Mandelli, Paolo Bestagini, Wenbo Zhou, Weiming Zhang and Stefano Tubaro

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34861	Multi-Head Attention Refiner for Multi-View 3D Reconstruction by Kyunghee Lee, Ihjoon Cho, Boseung Yang and Unsang Park
30972	Radiological Diagnosis and Advances in Imaging of Vertebral Compression Fractures by Kathleen H. Miao, Julia H. Miao, Puneet Belani, Etan Dayan, Timothy A. Carlon, Turgut Bora Cengiz and Mark Finkelstein
26518	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
26042	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
23713	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
20573	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
16147	Hybrid Quality-Based Recommender Systems: A Systematic Literature Review by Bihi Sabiri, Amal Khtira, Bouchra El Asri and Maryem Rhanoui
15838	Machine Learning for Human Activity Recognition: State-of-the-Art Techniques and Emerging Trends by Md Amran Hossen and Pg Emeroylariffion Abas
14673	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
13801	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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14673	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
12817	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
11914	A Review on the Detection of Plant Disease Using Machine Learning and Deep Learning Approaches by Thandiwe Nyawose, Rito Clifford Maswanganyi and Philani Khumalo
8969	Inferring Body Measurements from 2D Images: A Comprehensive Review by Hezha Mohammedkhan, Hein Fleuren, Çíçek Güven and Eric Postma
8920	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
5821	Colorectal Polyp Segmentation Based on Deep Learning Methods: A Systematic Review by Xin Liu, Nor Ashidi Mat Isa, Chao Chen and Fajin Lv
5751	The Robust Vessel Segmentation and Centerline Extraction: One-Stage Deep Learning Approach by Rostislav Epifanov, Yana Fedotova, Savely Dyachuk, Alexandr Gostev, Andrei Karpenko and Rustam Mullyadzhanov
5468	Maternal Factors, Breast Anatomy, and Milk Production During Established Lactation—An Ultrasound Investigation by Zoya Gridneva, Alethea Rea, David Weight, Jacki L. McEachran, Ching Tat Lai, Sharon L. Perrella and Donna T. Geddes
5431	Deep Learning Techniques for Prostate Cancer Analysis and Detection: Survey of the State of the Art by Olushola Olawuyi and Serestina Viriri
5313	SADiff: Coronary Artery Segmentation in CT Angiography Using Spatial Attention and Diffusion Model by Ruoxuan Xu, Longhui Dai, Jianru Wang, Lei Zhang and Yuanquan Wang

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2846	Human Detection in UAV Thermal Imagery: Dataset Extension and Comparative Evaluation on Embedded Platforms by Andrei-Alexandru Ulmămei, Taddeo D’Adamo, Costin-Emanuel Vasile and Radu Hobincu
2606	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
2370	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
2066	Forensic Analysis for Source Camera Identification from EXIF Metadata by Pengpeng Yang, Chen Zhou, Daniele Baracchi, Dasara Shullani, Yaobin Zou and Alessandro Piva
2064	M³-TransUNet: Medical Image Segmentation Based on Spatial Prior Attention and Multi-Scale Gating by Zhigao Zeng, Jiale Xiao, Shengqiu Yi, Qiang Liu and Yanhui Zhu
1856	UAV-TIRVis: A Benchmark Dataset for Thermal–Visible Image Registration from Aerial Platforms by Costin-Emanuel Vasile, Călin Bîră and Radu Hobincu
1727	Object Detection on Road: Vehicle’s Detection Based on Re-Training Models on NVIDIA-Jetson Platform by Sleiter Ramos-Sanchez, Jinmi Lezama, Ricardo Yauri and Joyce Zevallos
1706	A Structured Review and Quantitative Profiling of Public Brain MRI Datasets for Foundation Model Development by Minh Sao Khue Luu, Margaret V. Benedichuk, Ekaterina I. Roppert, Roman M. Kenzhin and Bair N. Tuchinov
1664	Accelerating Point Cloud Computation via Memory in Embedded Structured Light Cameras by Yanan Zhang, Shikang Meng, Shijie Wang and Yaheng Ren

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4529	AI vs. AI: Can AI Detect AI-Generated Images? by Samah S. Baraheem and Tam V. Nguyen
3503	Developments in Image Processing Using Deep Learning and Reinforcement Learning by Jorge Valente, João António, Carlos Mora and Sandra Jardim
3294	Advancements and Challenges in Handwritten Text Recognition: A Comprehensive Survey by Wissam AlKendi, Franck Gechter, Laurent Heyberger and Christophe Guyeux
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3172	Diagnostic Applications of Intraoral Scanners: A Systematic Review by Francesca Angelone, Alfonso Maria Ponsiglione, Carlo Ricciardi, Giuseppe Cesarelli, Mario Sansone and Francesco Amato
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2987	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
2798	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
2774	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
2770	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

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3145	Deep Learning for Pneumonia Detection in Chest X-ray Images: A Comprehensive Survey by Raheel Siddiqi and Sameena Javaid
2774	Facial Recognition Algorithms: A Systematic Literature Review by Nazar EL Fadel
2710	A Survey on Explainable Artificial Intelligence (XAI) Techniques for Visualizing Deep Learning Models in Medical Imaging by Deepshikha Bhati, Fnu Neha and Md Amiruzzaman
2446	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
2036	RailTrack-DaViT: A Vision Transformer-Based Approach for Automated Railway Track Defect Detection by Aniwat Phaphuangwittayakul, Napat Harnpornchai, Fangli Ying and Jinming Zhang
1843	Realistic Aspects of Cardiac Ultrasound in Rats: Practical Tips for Improved Examination by Jessica Silva, Tiago Azevedo, Mário Ginja, Paula A. Oliveira, José Alberto Duarte and Ana I. Faustino-Rocha
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1380	Interpretation of AI-Generated vs. Human-Made Images by Daniela Velásquez-Salamanca, Miguel Ángel Martín-Pascual and Celia Andreu-Sánchez
1241	Unsupervised Optical Mark Recognition on Answer Sheets for Massive Printed Multiple-Choice Tests by Yahir Hernández-Mier, Marco Aurelio Nuño-Maganda, Said Polanco-Martagón, Guadalupe Acosta-Villarreal and Rubén Posada-Gómez
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681	Inferring Body Measurements from 2D Images: A Comprehensive Review by Hezha Mohammedkhan, Hein Fleuren, Çíçek Güven and Eric Postma
678	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
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659	Deep Learning Techniques for Prostate Cancer Analysis and Detection: Survey of the State of the Art by Olushola Olawuyi and Serestina Viriri

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446	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
379	Research on Augmentation of Wood Microscopic Image Dataset Based on Generative Adversarial Networks by Shuo Xu, Hang Su and Lei Zhao
371	A Survey of Crop Disease Recognition Methods Based on Spectral and RGB Images by Haoze Zheng, Heran Wang, Hualong Dong and Yurong Qian
355	DynMultiDep: A Dynamic Multimodal Fusion and Multi-Scale Time Series Modeling Approach for Depression Detection by Jincheng Li, Menglin Zheng, Jiongyi Yang, Yihui Zhan and Xing Xie
335	Human Detection in UAV Thermal Imagery: Dataset Extension and Comparative Evaluation on Embedded Platforms by Andrei-Alexandru Ulmămei, Taddeo D’Adamo, Costin-Emanuel Vasile and Radu Hobincu
323	A Structured Review and Quantitative Profiling of Public Brain MRI Datasets for Foundation Model Development by Minh Sao Khue Luu, Margaret V. Benedichuk, Ekaterina I. Roppert, Roman M. Kenzhin and Bair N. Tuchinov
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