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Citations	Article
177	TransMed: Transformers Advance Multi-Modal Medical Image Classification by Yin Dai, Yifan Gao and Fayu Liu
134	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
97	Applications of Explainable Artificial Intelligence in Diagnosis and Surgery by Yiming Zhang, Ying Weng and Jonathan Lund
93	Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM) by Derara Duba Rufo, Taye Girma Debelee, Achim Ibenthal and Worku Gachena Negera
90	A Deep Neural Network for Early Detection and Prediction of Chronic Kidney Disease by Vijendra Singh, Vijayan K. Asari and Rajkumar Rajasekaran
72	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
71	VGG19 Network Assisted Joint Segmentation and Classification of Lung Nodules in CT Images by Muhammad Attique Khan, Venkatesan Raikanth, Suresh Chandra Satapathy, David Taniar, Jnyana Ranjan Mohanty, Usman Tariq and Robertas Damaševičius**
71	Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine by Sudipta Roy, Tanushree Meena and Se-Jung Lim
68	Deep Learning for Caries Detection and Classification by Luya Lian, Tianer Zhu, Fudong Zhu and Haihua Zhu
65	The Predictive Role of NLR, d-NLR, MLR, and SIRI in COVID-19 Mortality by Cosmin Citu, Florin Gorun, Andrei Motoc, Ioan Sas, Oana Maria Gorun, Bogdan Burlea, Ioana Tuta-Sas, Larisa Tomescu, Radu Neamtu, Daniel Malita and Ioana Mihaela Citu

Citations	Article
72	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
71	Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine by Sudipta Roy, Tanushree Meena and Se-Jung Lim
62	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
58	Convolutional Neural Network Techniques for Brain Tumor Classification (from 2015 to 2022): Review, Challenges, and Future Perspectives by Yuting e, Fulvio Zaccagna, Leonardo Rundo, Claudia Testa, Raffaele Agati, Raffaele Lodi, David Neil Manners and Caterina Tonon**
49	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
48	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
46	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
45	Bone Fracture Detection Using Deep Supervised Learning from Radiological Images: A Paradigm Shift by Tanushree Meena and Sudipta Roy
45	Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images by Vatsala Anand, Sheifali Gupta, Deepali Gupta, Yonis Gulzar, Qin n, Sapna Juneja, Asadullah Shah and Asadullah Shaikh**
42	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

Citations	Article
29	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
26	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
23	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
19	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
15	MSRNet: Multiclass Skin Lesion Recognition Using Additional Residual Block Based Fine-Tuned Deep Models Information Fusion and Best Feature Selection by Sobia Bibi, Muhammad Attique Khan, Jamal Hussain Shah, Robertas Damaševičius, Areej Alasiry, Mehrez Marzougui, Majed Alhaisoni and Anum Masood
14	FedEHR: A Federated Learning Approach towards the Prediction of Heart Diseases in IoT-Based Electronic Health Records by Sujit Bebortta, Subhranshu Sekhar Tripathy, Shakila Basheer and Chiranji Lal Chowdhary
14	Ensemble Federated Learning Approach for Diagnostics of Multi-Order Lung Cancer by Umamaheswaran Subashchandrabose, Rajan John, Usha Veerasamy Anbazhagu, Vinoth Kumar Venkatesan and Mahesh Thyluru Ramakrishna
14	Artificial Intelligence in the Advanced Diagnosis of Bladder Cancer-Comprehensive Literature Review and Future Advancement by Matteo Ferro, Ugo Giovanni Falagario, Biagio Barone, Martina Maggi, Felice Crocetto, Gian Maria Busetto, Francesco del Giudice, Daniela Terracciano, Giuseppe Lucarelli, Francesco Lasorsa, Michele Catellani, Antonio Brescia, Francesco Alessandro Mistretta, Stefano Luzzago, Mattia Luca Piccinelli, Mihai Dorin Vartolomei, Barbara Alicja Jereczek-Fossa, Gennaro Musi, Emanuele Montanari, Ottavio de Cobelli and Octavian Sabin Tataru Show full author list Hide full author list
13	Hybrid Majority Voting: Prediction and Classification Model for Obesity by Dahlak Daniel Solomon, Shakir Khan, Sonia Garg, Gaurav Gupta, Abrar Almjally, Bayan Ibrahimm Alabduallah, Hatoon S. Alsagri, Mandour Mohamed Ibrahim and Alsadig Mohammed Adam Abdallah
13	An Efficient Ensemble Approach for Alzheimer’s Disease Detection Using an Adaptive Synthetic Technique and Deep Learning by Muhammad Mujahid, Amjad Rehman, Teg Alam, Faten S. Alamri, Suliman Mohamed Fati and Tanzila Saba

Citations	Article
11	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 Explainable AI Paradigm for Alzheimer’s Diagnosis Using Deep Transfer Learning by Tanjim Mahmud, Koushick Barua, Sultana Umme Habiba, Nahed Sharmen, Mohammad Shahadat Hossain and Karl Andersson
5	Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases by Adedayo Ogunpola, Faisal Saeed, Shadi Basurra, Abdullah M. Albarrak and Sultan Noman Qasem
4	Radiomics and Artificial Intelligence in Radiotheranostics: A Review of Applications for Radioligands Targeting Somatostatin Receptors and Prostate-Specific Membrane Antigens by Elmira Yazdani, Parham Geramifar, Najme Karamzade-Ziarati, Mahdi Sadeghi, Payam Amini and Arman Rahmim
4	Current Trends in Diagnosis and Treatment Approach of Diabetic Retinopathy during Pregnancy: A Narrative Review by Luminioara M. Rosu, Cătălin Prodan-Bărbulescu, Anca Laura Maghiari, Elena S. Bernad, Robert L. Bernad, Roxana Iacob, Emil Robert Stoicescu, Florina Borozan and Laura Andreea Ghenciu
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
4	Anderson–Fabry Disease: Red Flags for Early Diagnosis of Cardiac Involvement by Annamaria Iorio, Fabiana Lucà, Andrea Pozzi, Carmelo Massimiliano Rao, Cristina Chimenti, Stefania Angela Di Fusco, Roberta Rossini, Giorgio Caretta, Stefano Cornara, Simona Giubilato, Irene Di Matteo, Concetta Di Nora, Anna Pilleri, Sandro Gelsomino, Roberto Ceravolo, Carmine Riccio, Massimo Grimaldi, Furio Colivicchi, Fabrizio Oliva, Michele Massimo Gulizia and the Cardiac Rare Diseases Working Group Associazione Nazionale Medici Cardiologi Ospedalieri (ANMCO) Show full author list Hide full author list
4	Why Do Nasolabial Folds Appear? Exploring the Anatomical Perspectives and the Role of Thread-Based Interventions by Gi-Woong Hong, Sehyun Song, Soo Yeon Park, Sang-Bong Lee, Jovian Wan, Kyung-Seok Hu and Kyu-Ho Yi
3	Endometriosis and the Role of Pro-Inflammatory and Anti-Inflammatory Cytokines in Pathophysiology: A Narrative Review of the Literature by Ioan Emilian Oală, Melinda-Ildiko Mitranovici, Diana Maria Chiorean, Traian Irimia, Andrada Ioana Crișan, Ioana Marta Melinte, Teodora Cotruș, Vlad Tudorache, Liviu Moraru, Raluca Moraru, Laura Caravia, Mihai Morariu and Lucian Pușcașiu
3	Prediction of Intrauterine Growth Restriction and Preeclampsia Using Machine Learning-Based Algorithms: A Prospective Study by Ingrid-Andrada Vasilache, Ioana-Sadyie Scripcariu, Bogdan Doroftei, Robert Leonard Bernad, Alexandru Cărăuleanu, Demetra Socolov, Alina-Sînziana Melinte-Popescu, Petronela Vicoveanu, Valeriu Harabor, Elena Mihalceanu, Marian Melinte-Popescu, Anamaria Harabor, Elena Bernad and Dragos Nemescu

Citations	Article
273	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
242	In Vitro Diagnostic Assays for COVID-19: Recent Advances and Emerging Trends by Sandeep Kumar Vashist
236	Current and Emerging Methods of Antibiotic Susceptibility Testing by Zeeshan A. Khan, Mohd F. Siddiqui and Seungkyung Park
201	A Review of Heating and Temperature Control in Microfluidic Systems: Techniques and Applications by Vincent Miralles, Axel Huerre, Florent Malloggi and Marie-Caroline Jullien
199	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
195	Skin Lesion Segmentation in Dermoscopic Images with Combination of YOLO and GrabCut Algorithm by Halil Murat Ünver and Enes Ayan
193	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
192	Continuous Glucose Monitoring Systems: A Review by Sandeep Kumar Vashist
186	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	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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45730	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
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20961	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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45730	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
35804	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
30962	Lichen Sclerosus: A Current Landscape of Autoimmune and Genetic Interplay by Noritaka Oyama and Minoru Hasegawa
28913	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
28110	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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9889	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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8428	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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