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Citations	Article
700	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
352	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
248	Machine Learning-Based Predictive Models for Detection of Cardiovascular Diseases by Adedayo Ogunpola, Faisal Saeed, Shadi Basurra, Abdullah M. Albarrak and Sultan Noman Qasem
192	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
189	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
179	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
155	Deep Learning in Breast Cancer Imaging: State of the Art and Recent Advancements in Early 2024 by Alessandro Carriero, Léon Groenhoff, Elizaveta Vologina, Paola Basile and Marco Albera
147	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
140	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
134	A Review of Recent Advances in Brain Tumor Diagnosis Based on AI-Based Classification by Reham Kaifi

Citations	Article
103	Validity of Wearable Inertial Sensors for Gait Analysis: A Systematic Review by Giuseppe Prisco, Maria Agnese Pirozzi, Antonella Santone, Fabrizio Esposito, Mario Cesarelli, Francesco Amato and Leandro Donisi
98	The Gut–Kidney Axis in Chronic Kidney Diseases by Kenji Tsuji, Naruhiko Uchida, Hiroyuki Nakanoh, Kazuhiko Fukushima, Soichiro Haraguchi, Shinji Kitamura and Jun Wada
97	The Global Burden of Obstructive Sleep Apnea by Giannicola Iannella, Annalisa Pace, Mario Giuseppe Bellizzi, Giuseppe Magliulo, Antonio Greco, Armando De Virgilio, Enrica Croce, Federico Maria Gioacchini, Massimo Re, Andrea Costantino, Manuele Casale, Antonio Moffa, Jerome R. Lechien, Salvatore Cocuzza, Claudio Vicini, Alberto Caranti, Rosario Marchese Aragona, Mario Lentini and Antonino Maniaci
96	Diagnostic Applications of AI in Sports: A Comprehensive Review of Injury Risk Prediction Methods by Carmina Liana Musat, Claudiu Mereuta, Aurel Nechita, Dana Tutunaru, Andreea Elena Voipan, Daniel Voipan, Elena Mereuta, Tudor Vladimir Gurau, Gabriela Gurău and Luiza Camelia Nechita
95	Biosensors, Artificial Intelligence Biosensors, False Results and Novel Future Perspectives by Georgios Goumas, Efthymia N. Vlachothanasi, Evangelos C. Fradelos and Dimitra S. Mouliou
88	Early Diagnosis of Ovarian Cancer: A Comprehensive Review of the Advances, Challenges, and Future Directions by Mun-Kun Hong and Dah-Ching Ding
81	Impact of Point-of-Care Testing on Diagnosis, Treatment, and Surveillance of Vaccine-Preventable Viral Infections by Kirthika Lakshmanan and Benjamin M. Liu
73	Artificial Intelligence-Based Applications for Bone Fracture Detection Using Medical Images: A Systematic Review by Mohammed Kutbi
73	Artificial Intelligence-Empowered Radiology—Current Status and Critical Review by Rafał Obuchowicz, Julia Lasek, Marek Wodziński, Adam Piórkowski, Michał Strzelecki and Karolina Nurzynska
67	An Integrated Deep Learning Model with EfficientNet and ResNet for Accurate Multi-Class Skin Disease Classification by Madallah Alruwaili and Mahmood Mohamed

Citations	Article
53	Metagenomic Next-Generation Sequencing in Infectious Diseases: Clinical Applications, Translational Challenges, and Future Directions by Ayman Elbehiry and Adil Abalkhail
40	Advances in Point-of-Care Infectious Disease Diagnostics: Integration of Technologies, Validation, Artificial Intelligence, and Regulatory Oversight by Moustafa Kardjadj
32	Diagnostic Innovations to Combat Antibiotic Resistance in Critical Care: Tools for Targeted Therapy and Stewardship by Ahmed D. Alatawi, Helal F. Hetta, Mostafa A. Sayed Ali, Yasmin N. Ramadan, Amirah B. Alaqyli, Wareef K. Alansari, Nada H. Aldhaheri, Talidah A. Bin Selim, Shahad A. Merdad, Maram O. Alharbi, Wejdan Alhumaidi Hmdan Alatawi and Abdelazeem M. Algammal
31	Governing Artificial Intelligence in Radiology: A Systematic Review of Ethical, Legal, and Regulatory Frameworks by Faten M. Aldhafeeri
31	Next-Generation Sequencing: A Review of Its Transformative Impact on Cancer Diagnosis, Treatment, and Resistance Management by Alexandru Isaic, Nadica Motofelea, Teodora Hoinoiu, Alexandru Catalin Motofelea, Ioan Cristian Leancu, Emanuela Stan, Simona R. Gheorghe, Alina Gabriela Dutu and Andreea Crintea
29	Interpretable Deep Learning Models for Arrhythmia Classification Based on ECG Signals Using PTB-X Dataset by Ahmed E. Mansour Atwa, El-Sayed Atlam, Ali Ahmed, Mohamed Ahmed Atwa, Elsaid Md. Abdelrahim and Ali I. Siam
28	The Oral–Gut–Systemic Axis: Emerging Insights into Periodontitis, Microbiota Dysbiosis, and Systemic Disease Interplay by Amani M. Harrandah
22	Clinical Application of Machine Learning Models for Early-Stage Chronic Kidney Disease Detection by Hasnain Iftikhar, Atef F. Hashem, Moiz Qureshi and Paulo Canas Rodrigues
20	Using Artificial Intelligence to Develop Clinical Decision Support Systems—The Evolving Road of Personalized Oncologic Therapy by Elena Chitoran, Vlad Rotaru, Aisa Gelal, Sinziana-Octavia Ionescu, Giuseppe Gullo, Daniela-Cristina Stefan and Laurentiu Simion
19	A Comparative Analysis of the Mamba, Transformer, and CNN Architectures for Multi-Label Chest X-Ray Anomaly Detection in the NIH ChestX-Ray14 Dataset by Erdem Yanar, Furkan Kutan, Kubilay Ayturan, Uğurhan Kutbay, Oktay Algın, Fırat Hardalaç and Ahmet Muhteşem Ağıldere

Citations	Article
14	Optimization-Driven Hybrid Machine Learning Framework for Brain Tumor Classification in MRI with Metaheuristic Feature Selection by Yasin Özkan, Yusuf Bahri Özçelik and Aytaç Altan
9	Gravitational 3D Magnetic Resonance Elastography for Differentiating Focal Nodular Hyperplasia and Hepatic Adenoma by Leon David Gruenewald, Shayan Mansouri, Christian Booz, Jennifer Gotta, Philipp Reschke, Tommaso D’Angelo, Mohamed Alrahmoun, Scherwin Mahmoudi, Simon S. Martin, Katrin Eichler, Tatjana Gruber-Rouh, Stefan Zeuzem, Esra Görgülü, Melis Onay, Eva Herrmann, Maria Johanna Gobertina Tetuanui Vehreschild, Katharina Schregel, Sandra Ciesek, Sebastian Haberkorn, Thomas Joseph Vogl, Ralph Sinkus and Vitali Koch Show full author list Hide full author list
8	The Transformative Potential of Liquid Biopsies and Circulating Tumor DNA (ctDNA) in Modern Oncology by Keren Rouvinov, Rashad Naamneh, Alexander Yakobson, Wenad Najjar, Mahmoud Abu Amna, Arina Soklakova, Ez El Din Abu Zeid, Ronen Brenner, Mohnnad Asla, Fahmi Abu Ghalion, Ali Abu Juma’a, Amichay Meirovitz and Walid Shalata
7	Oxidative Stress and Inflammatory Biomarkers in Male Infertility: A Narrative Review of Diagnostic Value and Clinical Integration by Athanasios Zikopoulos, Panagiotis Christopoulos, Theodoros Kalampokas, Angeliki Gerede, Efthalia Moustakli, Ioannis Arkoulis, Spyridon Topis, Anastasios Potiris, Chrysi Christodoulaki, Ioannis Tsakiridis, Themistoklis Dagklis and Sofoklis Stavros
7	A Systematic Literature Review of You Only Look Once Architectures (v1–v12) in Healthcare Systems by Ozgur Koray Sahingoz, Gozde Karatas Baydogmus and Emin Kugu
5	Liver Tumor Segmentation with Deep Learning: A Comparative Analysis of CNN-, Transformer-, and YOLO-Based Models on the ATLAS MRI by Büşra Karabağ, Kubilay Ayturan and Fırat Hardalaç
5	Transforming Intracerebral Hemorrhage Care with Artificial Intelligence: Opportunities, Challenges, and Future Directions by Qian Gao, Yujia Jin, Yuxuan Sun, Meng Jin, Lili Tang, Yuxiao Chen, Yutong She and Meng Li
5	Clinical and MicroRNA Responses to Fecal Microbiota Transplantation in Patients with Alcohol-Related Cirrhosis: A Pilot Study by Cristian Ichim, Adrian Boicean, Samuel Bogdan Todor, Ioana Boeras, Paula Anderco and Victoria Birlutiu
4	Transformer-Based Foundation Learning for Robust and Data-Efficient Skin Disease Imaging by Inzamam Mashood Nasir, Hend Alshaya, Sara Tehsin and Wided Bouchelligua
4	Menstrual Effluent in the Pathogenesis and Diagnosis of Endometriosis—A Systematic Review by Rafał Watrowski, Stoyan Kostov, Eva Tsoneva, Sebastian D. Schäfer, Radmila Sparić, Mario Palumbo, Veronika Günther, Slavica Akšam, Angel Yordanov, Pierluigi Chieppa, Ingolf Juhasz-Böss, Salvatore Giovanni Vitale and Ibrahim Alkatout

Citations	Article
700	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
435	TransMed: Transformers Advance Multi-Modal Medical Image Classification by Yin Dai, Yifan Gao and Fayu Liu
423	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
364	Current and Emerging Methods of Antibiotic Susceptibility Testing by Zeeshan A. Khan, Mohd F. Siddiqui and Seungkyung Park
352	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
298	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
286	Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM) by Derara Duba Rufo, Taye Girma Debelee, Achim Ibenthal and Worku Gachena Negera
280	Skin Lesion Segmentation in Dermoscopic Images with Combination of YOLO and GrabCut Algorithm by Halil Murat Ünver and Enes Ayan
279	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
276	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

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111438	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
39084	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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31370	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
30997	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
30389	Adverse Effects Associated with Dermal Filler Treatments: Part II Vascular Complication by Gi-Woong Hong, Hyewon Hu, Kathleen Chang, Youngjin Park, Kar Wai Alvin Lee, Lisa Kwin Wah Chan and Kyu-Ho Yi
30353	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
30230	Iron Deficiency Anaemia in Pregnancy: A Narrative Review from a Clinical Perspective by Chidi Obianeli, Khaled Afifi, Simon Stanworth and David Churchill

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30230	Iron Deficiency Anaemia in Pregnancy: A Narrative Review from a Clinical Perspective by Chidi Obianeli, Khaled Afifi, Simon Stanworth and David Churchill
28678	Diagnosis and Surgical Treatment of Hydatidiform Mole by Antônio Braga, Marcela Chagas, Manisha Asrani, Juliana Pereira Soares, Sue Yazaki Sun, Edward Araujo Júnior, Rosiane Mattar, Joffre Amim Junior, Jorge Rezende-Filho, Neil S. Horowitz and Ross S. Berkowitz
26620	Management of Oro-Antral Communication: A Systemic Review of Diagnostic and Therapeutic Strategies by Gianna Dipalma, Angelo Michele Inchingolo, Irma Trilli, Laura Ferrante, Angela Di Noia, Elisabetta de Ruvo, Francesco Inchingolo, Antonio Mancini, Stefan Cocis, Andrea Palermo and Alessio Danilo Inchingolo
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22693	Comparison of Current International Guidelines on Premature Ejaculation: 2024 Update by Lorenzo Romano, Davide Arcaniolo, Lorenzo Spirito, Carmelo Quattrone, Francesco Bottone, Savio Domenico Pandolfo, Biagio Barone, Luigi Napolitano, Francesco Ditonno, Antonio Franco, Felice Crocetto, Javier Romero-Otero, Riccardo Autorino, Marco De Sio and Celeste Manfredi
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28678	Diagnosis and Surgical Treatment of Hydatidiform Mole by Antônio Braga, Marcela Chagas, Manisha Asrani, Juliana Pereira Soares, Sue Yazaki Sun, Edward Araujo Júnior, Rosiane Mattar, Joffre Amim Junior, Jorge Rezende-Filho, Neil S. Horowitz and Ross S. Berkowitz
23322	Metabolic Acidosis in Patients with Chronic Kidney Disease: Diagnosis, Pathogenesis, and Treatment—A Narrative Review by Justyna Korus, Maciej Szymczak, Maciej Gołębiowski, Julia Rydzek, Krzysztof Majcherczyk, Jakub Wilk, Kacper Bułdyś, Sławomir Zmonarski and Tomasz Gołębiowski
18325	Adverse Reactions to CT Contrast Agents: A 10-Year Study of Clinical and Environmental Risk Factors by Min-gyu Kim, Hojin Kim, Kwangmin Lee, Wonseok Yang, Eun-ju Kang and Yongsu Yoon
14474	Beyond Nerve Entrapment: A Narrative Review of Muscle–Tendon Pathologies in Deep Gluteal Syndrome by Yong Hyun Yoon, Ji Hyo Hwang, Ho won Lee, MinJae Lee, Chanwool Park, Jonghyeok Lee, Seungbeom Kim, JaeYoung Lee, Jeimylo C. de Castro, King Hei Stanley Lam, Teinny Suryadi and Kwan Hyun Youn
14105	Intrahepatic Cholestasis of Pregnancy: Diagnosis, Management, and Future Directions—A Review of the Literature by Kamil Jasak, Wanda Gajzlerska-Majewska, Zoulikha Jabiry-Zieniewicz, Ewelina Litwińska-Korcz, Magdalena Litwińska, Artur Ludwin and Monika Szpotańska-Sikorska
13024	Molar Pregnancy: Early Diagnosis, Clinical Management, and the Role of Referral Centers by Antônio Braga, Lohayne Coutinho, Marcela Chagas, Juliana Pereira Soares, Gustavo Yano Callado, Raphael Alevato, Consuelo Lozoya, Sue Yazaki Sun, Edward Araujo Júnior and Jorge Rezende-Filho
12586	Next-Generation Sequencing: A Review of Its Transformative Impact on Cancer Diagnosis, Treatment, and Resistance Management by Alexandru Isaic, Nadica Motofelea, Teodora Hoinoiu, Alexandru Catalin Motofelea, Ioan Cristian Leancu, Emanuela Stan, Simona R. Gheorghe, Alina Gabriela Dutu and Andreea Crintea
11464	Oculomotor Nerve Palsy—Etiologies, Symptoms and Diagnosis: A Systematic Review with Meta-Analysis by Konstantina Bolou, George Triantafyllou, Nikolaos-Achilleas Arkoudis, Panagiotis Papadopoulos-Manolarakis, Irini Chatziralli, Vasileios Papadopoulos, Georgios Velonakis and Maria Piagkou
11203	Cross-Sectional Imaging of Pelvic Inflammatory Disease: Diagnostic Pearls and Pitfalls on CT and MR by Silvia Gigli, Marco Gennarini, Roberta Valerieva Ninkova, Valentina Miceli, Federica Curti, Sandrine Riccardi, Claudia Cutonilli, Flaminia Frezza, Chiara Amoroso, Carlo Catalano and Lucia Manganaro
11118	Metagenomic Next-Generation Sequencing in Infectious Diseases: Clinical Applications, Translational Challenges, and Future Directions by Ayman Elbehiry and Adil Abalkhail

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11464	Oculomotor Nerve Palsy—Etiologies, Symptoms and Diagnosis: A Systematic Review with Meta-Analysis by Konstantina Bolou, George Triantafyllou, Nikolaos-Achilleas Arkoudis, Panagiotis Papadopoulos-Manolarakis, Irini Chatziralli, Vasileios Papadopoulos, Georgios Velonakis and Maria Piagkou
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4158	The Transformative Potential of Liquid Biopsies and Circulating Tumor DNA (ctDNA) in Modern Oncology by Keren Rouvinov, Rashad Naamneh, Alexander Yakobson, Wenad Najjar, Mahmoud Abu Amna, Arina Soklakova, Ez El Din Abu Zeid, Ronen Brenner, Mohnnad Asla, Fahmi Abu Ghalion, Ali Abu Juma’a, Amichay Meirovitz and Walid Shalata
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16203	Redefining Radiology: A Review of Artificial Intelligence Integration in Medical Imaging by Reabal Najjar
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3193	Diagnostic Applications of AI in Sports: A Comprehensive Review of Injury Risk Prediction Methods by Carmina Liana Musat, Claudiu Mereuta, Aurel Nechita, Dana Tutunaru, Andreea Elena Voipan, Daniel Voipan, Elena Mereuta, Tudor Vladimir Gurau, Gabriela Gurău and Luiza Camelia Nechita
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1605	Metagenomic Next-Generation Sequencing in Infectious Diseases: Clinical Applications, Translational Challenges, and Future Directions by Ayman Elbehiry and Adil Abalkhail
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