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Citations	Article
164	TransMed: Transformers Advance Multi-Modal Medical Image Classification by Yin Dai, Yifan Gao and Fayu Liu
127	Machine Learning and Deep Learning Methods for Skin Lesion Classification and Diagnosis: A Systematic Review by Mohamed A. Kassem, Khalid M. Hosny, Robertas Damaševičius and Mohamed Meselhy Eltoukhy
123	Viral Dynamics and Real-Time RT-PCR Ct Values Correlation with Disease Severity in COVID-19 by Ali A. Rabaan, Raghavendra Tirupathi, Anupam A Sule, Jehad Aldali, Abbas Al Mutair, Saad Alhumaid, Muzaheed, Nitin Gupta, Thoyaja Koritala, Ramesh Adhikari, Muhammad Bilal, Manish Dhawan, Ruchi Tiwari, Saikat Mitra, Talha Bin Emran and Kuldeep Dhama
114	Analysis of Features of Alzheimer’s Disease: Detection of Early Stage from Functional Brain Changes in Magnetic Resonance Images Using a Finetuned ResNet18 Network by Modupe Odusami, Rytis Maskeliūnas, Robertas Damaševičius and Tomas Krilavičius
89	Applications of Explainable Artificial Intelligence in Diagnosis and Surgery by Yiming Zhang, Ying Weng and Jonathan Lund
84	Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM) by Derara Duba Rufo, Taye Girma Debelee, Achim Ibenthal and Worku Gachena Negera
81	A Deep Neural Network for Early Detection and Prediction of Chronic Kidney Disease by Vijendra Singh, Vijayan K. Asari and Rajkumar Rajasekaran
80	Detection and Severity Classification of COVID-19 in CT Images Using Deep Learning by Yazan Qiblawey, Anas Tahir, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, Tawsifur Rahman, Nabil Ibtehaz, Sakib Mahmud, Somaya Al Maadeed, Farayi Musharavati and Mohamed Arselene Ayari
70	Anti-SARS-CoV-2 Receptor-Binding Domain Total Antibodies Response in Seropositive and Seronegative Healthcare Workers Undergoing COVID-19 mRNA BNT162b2 Vaccination by Gian Luca Salvagno, Brandon M. Henry, Giovanni di Piazza, Laura Pighi, Simone De Nitto, Damiano Bragantini, Gian Luca Gianfilippi and Giuseppe Lippi
66	Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine by Sudipta Roy, Tanushree Meena and Se-Jung Lim

Citations	Article
66	Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine by Sudipta Roy, Tanushree Meena and Se-Jung Lim
64	An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer by Vatsala Anand, Sheifali Gupta, Ayman Altameem, Soumya Ranjan Nayak, Ramesh Chandra Poonia and Abdul Khader Jilani Saudagar
59	An Efficient Deep Learning-Based Skin Cancer Classifier for an Imbalanced Dataset by Talha Mahboob Alam, Kamran Shaukat, Waseem Ahmad Khan, Ibrahim A. Hameed, Latifah Abd. Almuqren, Muhammad Ahsan Raza, Memoona Aslam and Suhuai Luo
55	Convolutional Neural Network Techniques for Brain Tumor Classification (from 2015 to 2022): Review, Challenges, and Future Perspectives by Yuting Xie, Fulvio Zaccagna, Leonardo Rundo, Claudia Testa, Raffaele Agati, Raffaele Lodi, David Neil Manners and Caterina Tonon
45	Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images by Sabiha Gungor Kobat, Nursena Baygin, Elif Yusufoglu, Mehmet Baygin, Prabal Datta Barua, Sengul Dogan, Orhan Yaman, Ulku Celiker, Hakan Yildirim, Ru-San Tan, Turker Tuncer, Nazrul Islam and U. Rajendra Acharya
43	Pneumonia Classification from X-ray Images with Inception-V3 and Convolutional Neural Network by Muhammad Mujahid, Furqan Rustam, Roberto Álvarez, Juan Luis Vidal Mazón, Isabel de la Torre Díez and Imran Ashraf
42	Diabetic Retinopathy Detection from Fundus Images of the Eye Using Hybrid Deep Learning Features by Muhammad Mohsin Butt, D. N. F. Awang Iskandar, Sherif E. Abdelhamid, Ghazanfar Latif and Runna Alghazo
40	Bone Fracture Detection Using Deep Supervised Learning from Radiological Images: A Paradigm Shift by Tanushree Meena and Sudipta Roy
40	Imperative Role of Machine Learning Algorithm for Detection of Parkinson’s Disease: Review, Challenges and Recommendations by Arti Rana, Ankur Dumka, Rajesh Singh, Manoj Kumar Panda, Neeraj Priyadarshi and Bhekisipho Twala
39	Segmentation-Based Classification Deep Learning Model Embedded with Explainable AI for COVID-19 Detection in Chest X-ray Scans by Nillmani, Neeraj Sharma, Luca Saba, Narendra N. Khanna, Mannudeep K. Kalra, Mostafa M. Fouda and Jasjit S. Suri

Citations	Article
30	Deep versus Handcrafted Tensor Radiomics Features: Prediction of Survival in Head and Neck Cancer Using Machine Learning and Fusion Techniques by Mohammad R. Salmanpour, Seyed Masoud Rezaeijo, Mahdi Hosseinzadeh and Arman Rahmim
29	Prediction of Cognitive Decline in Parkinson’s Disease Using Clinical and DAT SPECT Imaging Features, and Hybrid Machine Learning Systems by Mahdi Hosseinzadeh, Arman Gorji, Ali Fathi Jouzdani, Seyed Masoud Rezaeijo, Arman Rahmim and Mohammad R. Salmanpour
24	Evaluating the Utility of a Large Language Model in Answering Common Patients’ Gastrointestinal Health-Related Questions: Are We There Yet? by Adi Lahat, Eyal Shachar, Benjamin Avidan, Benjamin Glicksberg and Eyal Klang
21	A First Computational Frame for Recognizing Heparin-Binding Protein by Wen Zhu, Shi-Shi Yuan, Jian Li, Cheng-Bing Huang, Hao Lin and Bo Liao
20	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
19	Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation by Peilun Shi, Jianing Qiu, Sai Mu Dalike Abaxi, Hao Wei, Frank P.-W. Lo and Wu Yuan
16	Ensemble Deep Learning Derived from Transfer Learning for Classification of COVID-19 Patients on Hybrid Deep-Learning-Based Lung Segmentation: A Data Augmentation and Balancing Framework by Arun Kumar Dubey, Gian Luca Chabert, Alessandro Carriero, Alessio Pasche, Pietro S. C. Danna, Sushant Agarwal, Lopamudra Mohanty, Nillmani, Neeraj Sharma, Sarita Yadav, Achin Jain, Ashish Kumar, Mannudeep K. Kalra, David W. Sobel, John R. Laird, Inder M. Singh, Narpinder Singh, George Tsoulfas, Mostafa M. Fouda, Azra Alizad, George D. Kitas, Narendra N. Khanna, Klaudija Viskovic, Melita Kukuljan, Mustafa Al-Maini, Ayman El-Baz, Luca Saba and Jasjit S. Suri Show full author list Hide full author list
15	What Is Machine Learning, Artificial Neural Networks and Deep Learning?—Examples of Practical Applications in Medicine by Jakub Kufel, Katarzyna Bargieł-Łączek, Szymon Kocot, Maciej Koźlik, Wiktoria Bartnikowska, Michał Janik, Łukasz Czogalik, Piotr Dudek, Mikołaj Magiera, Anna Lis, Iga Paszkiewicz, Zbigniew Nawrat, Maciej Cebula and Katarzyna Gruszczyńska
15	Joint Diagnosis of Pneumonia, COVID-19, and Tuberculosis from Chest X-ray Images: A Deep Learning Approach by Mohammed Salih Ahmed, Atta Rahman, Faris AlGhamdi, Saleh AlDakheel, Hammam Hakami, Ali AlJumah, Zuhair AlIbrahim, Mustafa Youldash, Mohammad Aftab Alam Khan and Mohammed Imran Basheer Ahmed
14	Could Systemic Inflammatory Index Predict Diabetic Kidney Injury in Type 2 Diabetes Mellitus? by Tuba Taslamacioglu Duman, Feyza Nihal Ozkul and Buse Balci

Citations	Article
10	A Systematic Review and Meta-Analysis of Artificial Intelligence Tools in Medicine and Healthcare: Applications, Considerations, Limitations, Motivation and Challenges by Hussain A. Younis, Taiseer Abdalla Elfadil Eisa, Maged Nasser, Thaeer Mueen Sahib, Ameen A. Noor, Osamah Mohammed Alyasiri, Sani Salisu, Israa M. Hayder and Hameed AbdulKareem Younis
6	An Umbrella Review of the Fusion of fMRI and AI in Autism by Daniele Giansanti
6	Automated Computer-Assisted Medical Decision-Making System Based on Morphological Shape and Skin Thickness Analysis for Asymmetry Detection in Mammographic Images by Rafael Bayareh-Mancilla, Luis Alberto Medina-Ramos, Alfonso Toriz-Vázquez, Yazmín Mariela Hernández-Rodríguez and Oscar Eduardo Cigarroa-Mayorga
4	Machine Learning Approach for Improved Longitudinal Prediction of Progression from Mild Cognitive Impairment to Alzheimer’s Disease by Robert P. Adelson, Anurag Garikipati, Jenish Maharjan, Madalina Ciobanu, Gina Barnes, Navan Preet Singh, Frank A. Dinenno, Qingqing Mao and Ritankar Das
4	An Explainable Artificial Intelligence Model Proposed for the Prediction of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome and the Identification of Distinctive Metabolites by Fatma Hilal Yagin, Abedalrhman Alkhateeb, Ali Raza, Nagwan Abdel Samee, Noha F. Mahmoud, Cemil Colak and Burak Yagin
4	An Interpretable Approach with Explainable AI for Heart Stroke Prediction by Parvathaneni Naga Srinivasu, Uddagiri Sirisha, Kotte Sandeep, S. Phani Praveen, Lakshmana Phaneendra Maguluri and Thulasi Bikku
3	Enhancing Diagnostic Decision-Making: Ensemble Learning Techniques for Reliable Stress Level Classification by Raghav V. Anand, Abdul Quadir Md, Shabana Urooj, Senthilkumar Mohan, Mohamad A. Alawad and Adittya C.
3	Comparative Evaluation of a Standard M10 Assay with Xpert Xpress for the Rapid Molecular Diagnosis of SARS-CoV-2, Influenza A/B Virus, and Respiratory Syncytial Virus by Azwani Abdullah, I-Ching Sam, Yin Jie Ong, Chun Hao Theo, Muhammad Harith Pukhari and Yoke Fun Chan
3	Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases by Adedayo Ogunpola, Faisal Saeed, Shadi Basurra, Abdullah M. Albarrak and Sultan Noman Qasem
3	3D Model Artificial Intelligence-Guided Automatic Augmented Reality Images during Robotic Partial Nephrectomy by Michele Sica, Pietro Piazzolla, Daniele Amparore, Paolo Verri, Sabrina De Cillis, Federico Piramide, Gabriele Volpi, Alberto Piana, Michele Di Dio, Stefano Alba, Cecilia Gatti, Mariano Burgio, Giovanni Busacca, Angelo Giordano, Cristian Fiori, Francesco Porpiglia and Enrico Checcucci

Citations	Article
261	Multimodal Brain Tumor Classification Using Deep Learning and Robust Feature Selection: A Machine Learning Application for Radiologists by Muhammad Attique Khan, Imran Ashraf, Majed Alhaisoni, Robertas Damaševičius, Rafal Scherer, Amjad Rehman and Syed Ahmad Chan Bukhari
239	In Vitro Diagnostic Assays for COVID-19: Recent Advances and Emerging Trends by Sandeep Kumar Vashist
228	Current and Emerging Methods of Antibiotic Susceptibility Testing by Zeeshan A. Khan, Mohd F. Siddiqui and Seungkyung Park
195	A Review of Heating and Temperature Control in Microfluidic Systems: Techniques and Applications by Vincent Miralles, Axel Huerre, Florent Malloggi and Marie-Caroline Jullien
191	Continuous Glucose Monitoring Systems: A Review by Sandeep Kumar Vashist
190	Open-Ended Coaxial Probe Technique for Dielectric Measurement of Biological Tissues: Challenges and Common Practices by Alessandra La Gioia, Emily Porter, Ilja Merunka, Atif Shahzad, Saqib Salahuddin, Marggie Jones and Martin O’Halloran
187	Skin Lesion Segmentation in Dermoscopic Images with Combination of YOLO and GrabCut Algorithm by Halil Murat Ünver and Enes Ayan
184	Antibody Tests in Detecting SARS-CoV-2 Infection: A Meta-Analysis by Panagiota I. Kontou, Georgia G. Braliou, Niki L. Dimou, Georgios Nikolopoulos and Pantelis G. Bagos
181	Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning by Mohammad Farukh Hashmi, Satyarth Katiyar, Avinash G Keskar, Neeraj Dhanraj Bokde and Zong Woo Geem
179	Commercial Smartphone-Based Devices and Smart Applications for Personalized Healthcare Monitoring and Management by Sandeep Kumar Vashist, E. Marion Schneider and John H.T. Luong

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40289	Differentiating Fordyce Spots from Their Common Simulators Using Ultraviolet-Induced Fluorescence Dermatoscopy—Retrospective Study by Paweł Pietkiewicz, Cristian Navarrete-Dechent, Mohamad Goldust, Katarzyna Korecka, Verce Todorovska and Enzo Errichetti
33692	Borderline Personality Disorder: Risk Factors and Early Detection by Paola Bozzatello, Claudia Garbarini, Paola Rocca and Silvio Bellino
29469	Diagnosis and Treatment of Idiopathic Premature Ventricular Contractions: A Stepwise Approach Based on the Site of Origin by Daniele Muser, Massimo Tritto, Marco Valerio Mariani, Antonio Di Monaco, Paolo Compagnucci, Michele Accogli, Roberto De Ponti and Fabrizio Guarracini
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25801	Classification of Atypical White Blood Cells in Acute Myeloid Leukemia Using a Two-Stage Hybrid Model Based on Deep Convolutional Autoencoder and Deep Convolutional Neural Network by Tusneem A. Elhassan, Mohd Shafry Mohd Rahim, Mohd Hashim Siti Zaiton, Tan Tian Swee, Taqwa Ahmed Alhaj, Abdulalem Ali and Mahmoud Aljurf
23410	Bed Bugs (Hemiptera, Cimicidae): A Global Challenge for Public Health and Control Management by Mohammad Akhoundi, Coralie Zumelzu, Denis Sereno, Anthony Marteau, Sophie Brun, Julie Jan and Arezki Izri
22091	Analysis of Features of Alzheimer’s Disease: Detection of Early Stage from Functional Brain Changes in Magnetic Resonance Images Using a Finetuned ResNet18 Network by Modupe Odusami, Rytis Maskeliūnas, Robertas Damaševičius and Tomas Krilavičius
20631	Molecular Diagnosis of COVID-19 Sudden and Unexplained Deaths: The Insidious Face of the Pandemic by Dagmara Lisman, Grażyna Zielińska, Joanna Drath, Aleksandra Łaszczewska, Ilona Savochka, Mirosław Parafiniuk and Andrzej Ossowski

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40289	Differentiating Fordyce Spots from Their Common Simulators Using Ultraviolet-Induced Fluorescence Dermatoscopy—Retrospective Study by Paweł Pietkiewicz, Cristian Navarrete-Dechent, Mohamad Goldust, Katarzyna Korecka, Verce Todorovska and Enzo Errichetti
28771	Lichen Sclerosus: A Current Landscape of Autoimmune and Genetic Interplay by Noritaka Oyama and Minoru Hasegawa
27177	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
26316	Identifying Severity Grading of Knee Osteoarthritis from X-ray Images Using an Efficient Mixture of Deep Learning and Machine Learning Models by Sozan Mohammed Ahmed and Ramadhan J. Mstafa
25801	Classification of Atypical White Blood Cells in Acute Myeloid Leukemia Using a Two-Stage Hybrid Model Based on Deep Convolutional Autoencoder and Deep Convolutional Neural Network by Tusneem A. Elhassan, Mohd Shafry Mohd Rahim, Mohd Hashim Siti Zaiton, Tan Tian Swee, Taqwa Ahmed Alhaj, Abdulalem Ali and Mahmoud Aljurf
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20631	Molecular Diagnosis of COVID-19 Sudden and Unexplained Deaths: The Insidious Face of the Pandemic by Dagmara Lisman, Grażyna Zielińska, Joanna Drath, Aleksandra Łaszczewska, Ilona Savochka, Mirosław Parafiniuk and Andrzej Ossowski
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19371	Radiographic Findings of Inflammatory Arthritis and Mimics in the Hands by Fatemeh Ezzati and Parham Pezeshk
16983	Detection of Fatal Potassium Overdose: A Case Report and Review of the Literature by Gábor Simon

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14187	Clinical Impact of the BIOFIRE Blood Culture Identification 2 Panel in Adult Patients with Bloodstream Infection: A Multicentre Observational Study in the United Arab Emirates by Abiola Senok, Laila Al Dabal, Mubarak Alfaresi, Maya Habous, Handan Celiloglu, Safia Bashiri, Naama Almaazmi, Hassan Ahmed, Ayman A. Mohmed, Omar Bahaaldin, Maimona Ahmed Elsiddig Elimam, Irfan Hussain Rizvi, Victory Olowoyeye, Michaela Powell and Basel Salama
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9571	Joint Diagnosis of Pneumonia, COVID-19, and Tuberculosis from Chest X-ray Images: A Deep Learning Approach by Mohammed Salih Ahmed, Atta Rahman, Faris AlGhamdi, Saleh AlDakheel, Hammam Hakami, Ali AlJumah, Zuhair AlIbrahim, Mustafa Youldash, Mohammad Aftab Alam Khan and Mohammed Imran Basheer Ahmed
9281	FAPI PET/CT Imaging—An Updated Review by Kunal Ramesh Chandekar, Arun Prashanth, Sobhan Vinjamuri and Rakesh Kumar

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4920	Recent Advancements and Perspectives in the Diagnosis of Skin Diseases Using Machine Learning and Deep Learning: A Review by Junpeng Zhang, Fan Zhong, Kaiqiao He, Mengqi Ji, Shuli Li and Chunying Li
4008	Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases by Adedayo Ogunpola, Faisal Saeed, Shadi Basurra, Abdullah M. Albarrak and Sultan Noman Qasem
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29731	Viral Dynamics and Real-Time RT-PCR Ct Values Correlation with Disease Severity in COVID-19 by Ali A. Rabaan, Raghavendra Tirupathi, Anupam A Sule, Jehad Aldali, Abbas Al Mutair, Saad Alhumaid, Muzaheed, Nitin Gupta, Thoyaja Koritala, Ramesh Adhikari, Muhammad Bilal, Manish Dhawan, Ruchi Tiwari, Saikat Mitra, Talha Bin Emran and Kuldeep Dhama
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7643	Diagnosis and Treatment of Acute Pancreatitis by Julia Walkowska, Nicol Zielinska, R. Shane Tubbs, Michał Podgórski, Justyna Dłubek-Ruxer and Łukasz Olewnik
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3552	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
2445	A Systematic Review and Meta-Analysis of Artificial Intelligence Tools in Medicine and Healthcare: Applications, Considerations, Limitations, Motivation and Challenges by Hussain A. Younis, Taiseer Abdalla Elfadil Eisa, Maged Nasser, Thaeer Mueen Sahib, Ameen A. Noor, Osamah Mohammed Alyasiri, Sani Salisu, Israa M. Hayder and Hameed AbdulKareem Younis
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