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Citations	Article
293	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
154	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
133	The Triglyceride/High-Density Lipoprotein Cholesterol (TG/HDL-C) Ratio as a Risk Marker for Metabolic Syndrome and Cardiovascular Disease by Constantine E. Kosmas, Shanna Rodriguez Polanco, Maria D. Bousvarou, Evangelia J. Papakonstantinou, Edilberto Peña Genao, Eliscer Guzman and Christina E. Kostara
131	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
131	Current Guidelines for Diagnosing PCOS by Jacob P. Christ and Marcelle I. Cedars
129	Deep Learning Based Methods for Breast Cancer Diagnosis: A Systematic Review and Future Direction by Maged Nasser and Umi Kalsom Yusof
117	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
109	Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine by Sudipta Roy, Tanushree Meena and Se-Jung Lim
101	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
101	Automatic Malignant and Benign Skin Cancer Classification Using a Hybrid Deep Learning Approach by Atheer Bassel, Amjed Basil Abdulkareem, Zaid Abdi Alkareem Alyasseri, Nor Samsiah Sani and Husam Jasim Mohammed

Citations	Article
293	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
154	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
93	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
83	Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases by Adedayo Ogunpola, Faisal Saeed, Shadi Basurra, Abdullah M. Albarrak and Sultan Noman Qasem
76	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
75	A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images by Mohammad A. Thanoon, Mohd Asyraf Zulkifley, Muhammad Ammirrul Atiqi Mohd Zainuri and Siti Raihanah Abdani
62	Current and Future Technologies for the Detection of Antibiotic-Resistant Bacteria by Dina Yamin, Vuk Uskoković, Abubakar Muhammad Wakil, Mohammed Dauda Goni, Shazana Hilda Shamsuddin, Fatin Hamimi Mustafa, Wadha A. Alfouzan, Mohammed Alissa, Amer Alshengeti, Rana H. Almaghrabi, Mona A. Al Fares, Mohammed Garout, Nawal A. Al Kaabi, Ahmad A. Alshehri, Hamza M. Ali, Ali A. Rabaan, Fatimah Abdullah Aldubisi, Chan Yean Yean and Nik Yusnoraini Yusof
59	Breast Cancer Detection and Prevention Using Machine Learning by Arslan Khalid, Arif Mehmood, Amerah Alabrah, Bader Fahad Alkhamees, Farhan Amin, Hussain AlSalman and Gyu Sang Choi
56	Brain Tumor Segmentation from MRI Images Using Handcrafted Convolutional Neural Network by Faizan Ullah, Muhammad Nadeem, Mohammad Abrar, Muna Al-Razgan, Taha Alfakih, Farhan Amin and Abdu Salam
55	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

Citations	Article
32	Research on Artificial-Intelligence-Assisted Medicine: A Survey on Medical Artificial Intelligence by Fangfang Gou, Jun Liu, Chunwen Xiao and Jia Wu
28	Impact of Point-of-Care Testing on Diagnosis, Treatment, and Surveillance of Vaccine-Preventable Viral Infections by Kirthika Lakshmanan and Benjamin M. Liu
19	Triple-Negative Breast Cancer: Molecular Particularities Still a Challenge by Vlad Bogdan Varzaru, Tania Vlad, Roxana Popescu, Cristian Sebastian Vlad, Aurica Elisabeta Moatar and Ionut Marcel Cobec
18	Review of the Adverse Effects Associated with Dermal Filler Treatments: Part I Nodules, Granuloma, and Migration by Gi-Woong Hong, Hyewon Hu, Kathleen Chang, Youngjin Park, Kar Wai Alvin Lee, Lisa Kwin Wah Chan and Kyu-Ho Yi
18	Artificial Intelligence (AI) Applications for Point of Care Ultrasound (POCUS) in Low-Resource Settings: A Scoping Review by Seungjun Kim, Chanel Fischetti, Megan Guy, Edmund Hsu, John Fox and Sean D. Young
17	The Role of Biomarkers in HPV-Positive Head and Neck Squamous Cell Carcinoma: Towards Precision Medicine by Antea Krsek, Lara Baticic, Vlatka Sotosek and Tamara Braut
16	Attention-Based Deep Learning Approach for Breast Cancer Histopathological Image Multi-Classification by Lama A. Aldakhil, Haifa F. Alhasson and Shuaa S. Alharbi
16	Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations by Constantinos Halkiopoulos, Evgenia Gkintoni, Anthimos Aroutzidis and Hera Antonopoulou
15	Four Transformer-Based Deep Learning Classifiers Embedded with an Attention U-Net-Based Lung Segmenter and Layer-Wise Relevance Propagation-Based Heatmaps for COVID-19 X-ray Scans by Siddharth Gupta, Arun K. Dubey, Rajesh Singh, Mannudeep K. Kalra, Ajith Abraham, Vandana Kumari, John R. Laird, Mustafa Al-Maini, Neha Gupta, Inder Singh, Klaudija Viskovic, Luca Saba and Jasjit S. Suri
15	Assessing the Efficacy of the Spectrum-Aided Vision Enhancer (SAVE) to Detect Acral Lentiginous Melanoma, Melanoma In Situ, Nodular Melanoma, and Superficial Spreading Melanoma by Teng-Li Lin, Chun-Te Lu, Riya Karmakar, Kalpana Nampalley, Arvind Mukundan, Yu-Ping Hsiao, Shang-Chin Hsieh and Hsiang-Chen Wang

Citations	Article
28	Impact of Point-of-Care Testing on Diagnosis, Treatment, and Surveillance of Vaccine-Preventable Viral Infections by Kirthika Lakshmanan and Benjamin M. Liu
16	Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations by Constantinos Halkiopoulos, Evgenia Gkintoni, Anthimos Aroutzidis and Hera Antonopoulou
10	An Evolutionary Federated Learning Approach to Diagnose Alzheimer’s Disease Under Uncertainty by Nanziba Basnin, Tanjim Mahmud, Raihan Ul Islam and Karl Andersson
10	Artificial Intelligence-Empowered Radiology—Current Status and Critical Review by Rafał Obuchowicz, Julia Lasek, Marek Wodziński, Adam Piórkowski, Michał Strzelecki and Karolina Nurzynska
10	Early Diagnosis of Ovarian Cancer: A Comprehensive Review of the Advances, Challenges, and Future Directions by Mun-Kun Hong and Dah-Ching Ding
7	Epilepsy Diagnosis from EEG Signals Using Continuous Wavelet Transform-Based Depthwise Convolutional Neural Network Model by Fırat Dişli, Mehmet Gedikpınar, Hüseyin Fırat, Abdulkadir Şengür, Hanifi Güldemir and Deepika Koundal
7	Wearables in Chronomedicine and Interpretation of Circadian Health by Denis Gubin, Dietmar Weinert, Oliver Stefani, Kuniaki Otsuka, Mikhail Borisenkov and Germaine Cornelissen
7	Artificial Intelligence in Psychiatry: A Review of Biological and Behavioral Data Analyses by İsmail Baydili, Burak Tasci and Gülay Tasci
6	Artificial Intelligence in Oral Cancer: A Comprehensive Scoping Review of Diagnostic and Prognostic Applications by Vineet Vinay, Praveen Jodalli, Mahesh S. Chavan, Chaitanya. S. Buddhikot, Alexander Maniangat Luke, Mohamed Saleh Hamad Ingafou, Rodolfo Reda, Ajinkya M. Pawar and Luca Testarelli
6	RL-Cervix.Net: A Hybrid Lightweight Model Integrating Reinforcement Learning for Cervical Cell Classification by Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev and Young-Im Cho

Citations	Article
359	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
309	Current and Emerging Methods of Antibiotic Susceptibility Testing by Zeeshan A. Khan, Mohd F. Siddiqui and Seungkyung Park
293	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
276	TransMed: Transformers Advance Multi-Modal Medical Image Classification by Yin Dai, Yifan Gao and Fayu Liu
254	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
252	In Vitro Diagnostic Assays for COVID-19: Recent Advances and Emerging Trends by Sandeep Kumar Vashist
239	Skin Lesion Segmentation in Dermoscopic Images with Combination of YOLO and GrabCut Algorithm by Halil Murat Ünver and Enes Ayan
237	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
228	Skin Lesion Segmentation and Multiclass Classification Using Deep Learning Features and Improved Moth Flame Optimization by Muhammad Attique Khan, Muhammad Sharif, Tallha Akram, Robertas Damaševičius and Rytis Maskeliūnas
224	A Review of Heating and Temperature Control in Microfluidic Systems: Techniques and Applications by Vincent Miralles, Axel Huerre, Florent Malloggi and Marie-Caroline Jullien

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11770	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
7207	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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1989	Research on Artificial-Intelligence-Assisted Medicine: A Survey on Medical Artificial Intelligence by Fangfang Gou, Jun Liu, Chunwen Xiao and Jia Wu
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