ReviewThe world journal of men's health2024
Artificial Intelligence in Andrology: From Semen Analysis to Image Diagnostics.
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Review in The world journal of men's health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers.
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44citing papers in PubMed
–field-weighted citation impact
What it found
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
44 citing papers in PubMed.
- Automated Bergmann-Kliesch Score assessment in testicular biopsies using artificial intelligence-based whole-slide image analysis: a retrospective monocentric development and validation study.Basic and clinical andrology · 2026Article
- Quality and Readability Analysis of Artificial Intelligence-Generated Medical Information Related to Prostate Cancer: A Cross-Sectional Study of ChatGPT and DeepSeek.The world journal of men's health · 2026Article
- Machine Learning Evaluation of Semen Analysis Could Reveal New Infertility-Related Markers: A Pilot Study.The world journal of men's health · 2026Article
- Bioinformatics and multi-omics approaches in male infertility: implications for diagnosis and assisted reproduction.Journal of assisted reproduction and genetics · 2026Review
- The Global State of Contemporary Andrology Practice: A Comprehensive Analysis of Clinical Practice, Training Pathways, and Emerging Challenges.The world journal of men's health · 2026Article
- Validation of a Novel Smartphone-Based Point-of-Care Semen Analysis System to Evaluate Male Reproductive Potential: A Concordance Study with Computer-Assisted Sperm Analysis.Diagnostics (Basel, Switzerland) · 2026Article
- Integrating Sperm Microscopy, Environmental Exposures, and Lifestyle Factors for Male Fertility Analysis: Protocol for the Nippon Semen and Environmental Exposure Database (N-SEED) Cross-Sectional Study.JMIR research protocols · 2026Article
- Present and future opportunities for artificial intelligence applications in dairy cattle reproduction.Animal frontiers : the review magazine of animal agriculture · 2026Article
- Artificial intelligence in infertility treatment: Applications, challenges, and future directions: A narrative review.International journal of reproductive biomedicine · 2026Review
- The Evolving Role of Artificial Intelligence in Andrological Surgery: Current Landscape and Future Direction.Journal of clinical medicine · 2026Review
- Does the Quality and Readability of Information Related to Varicocele Obtained from ChatGPT 4.0 Remain Consistent Across Different Models of Inquiry?The world journal of men's health · 2026Article
- Evaluating the quality and readability of AI-generated information on adenomyosis: a comparative analysis of ChatGPT and deepseek regarding query-model consistency.Frontiers in public health · 2026Article
- Deep learning-enabled morphology analysis of bovine sperm for label-free imaging flow cytometry.Frontiers in veterinary science · 2026Article
- Implementation readiness of artificial intelligence inFrontiers in endocrinology · 2026Review
- Artificial intelligence technology for the ethical issues research from a Marxist perspective under deep learning.Scientific reports · 2025Article
- Expert-Annotated Optical Microscopy Images of Human Sperm for Detection and DNA Fragmentation Assessment.Scientific data · 2025Article
- Automated AI for real-time sperm selection in ICSI: reducing variability and studying the role of sperm in embryo development.Reproductive biology and endocrinology : RB&E · 2025Observational
- The Evolution of In Vitro Fertilization Practices in Saudi Arabia: Historical Perspectives and Future Directions.Cureus · 2025Review
- The role of sperm DNA fragmentation in reproduction: a SWOT analysis.Journal of assisted reproduction and genetics · 2025Review
- Artificial intelligence-driven transformative applications in disease diagnosis technology.Medical review (2021) · 2025Review
Corrections and comments
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Authors and funding
61 authors.
Ramy Abou GhaydaUrology Institute, University Hospitals, Case Western Reserve University, Cleveland, OH, USA.ORCID https://orcid.org/0000-0002-5170-3983
Rossella CannarellaDepartment of Clinical and Experimental Medicine, University of Catania, Catania, Italy.ORCID https://orcid.org/0000-0003-4599-8487
Aldo E CalogeroDepartment of Clinical and Experimental Medicine, University of Catania, Catania, Italy.ORCID https://orcid.org/0000-0001-6950-335X
Rupin ShahDepartment of Urology, Lilavati Hospital and Research Centre, Mumbai, India.ORCID https://orcid.org/0000-0002-7868-5949
Amarnath RambhatlaDepartment of Urology, Henry Ford Health System, Vattikuti Urology Institute, Detroit, MI, USA.ORCID https://orcid.org/0000-0002-1383-6670
Wael ZohdyAndrology and STDs, Cairo University, Cairo, Egypt.ORCID https://orcid.org/0000-0002-3100-929X
Parviz KavoussiDepartment of Urology, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA.ORCID https://orcid.org/0000-0001-7390-5837
Tomer Avidor-ReissDepartment of Biological Sciences, University of Toledo, Toledo, OH, USA.ORCID https://orcid.org/0000-0003-0918-526X
Florence BoitrelleReproductive Biology, Fertility Preservation, Andrology, CECOS, Poissy Hospital, Poissy, France.ORCID https://orcid.org/0000-0002-5322-0141
Taymour MostafaAndrology, Sexology & STIs Department, Faculty of Medicine, Cairo University, Cairo, Egypt.ORCID https://orcid.org/0000-0003-3627-0662
Ramadan SalehDepartment of Dermatology, Venereology and Andrology, Faculty of Medicine, Sohag University, Sohag, Egypt.ORCID https://orcid.org/0000-0003-0503-3533
Tuncay ToprakDepartment of Urology, Fatih Sultan Mehmet Training and Research Hospital, University of Health Sciences, Istanbul, Turkey.ORCID https://orcid.org/0000-0003-1348-5273
Ponco BirowoDepartment of Urology, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.ORCID https://orcid.org/0000-0003-2934-6753
Gianmaria SalvioDepartment of Endocrinology, Polytechnic University of Marche, Ancona, Italy.ORCID https://orcid.org/0000-0001-9290-5699
Gokhan CalikDepartment of Urology, Istanbul Medipol University, Istanbul, Turkey.ORCID https://orcid.org/0000-0002-9976-9666
Shinnosuke KurodaGlickman Urological & Kidney Institute, Cleveland Clinic Foundation, Cleveland, OH, USA.ORCID https://orcid.org/0000-0001-8890-0297
Raneen Sawaid KaiyalGlickman Urological & Kidney Institute, Cleveland Clinic Foundation, Cleveland, OH, USA.ORCID https://orcid.org/0000-0002-3111-3978
Imad ZiouziouDepartment of Urology, College of Medicine and Pharmacy, Ibn Zohr University, Agadir, Morocco.ORCID https://orcid.org/0000-0002-9844-6080
Andrea CrafaDepartment of Clinical and Experimental Medicine, University of Catania, Catania, Italy.ORCID https://orcid.org/0000-0002-8311-9095
Nguyen Ho Vinh PhuocDepartment of Andrology, Binh Dan Hospital, Ho Chi Minh City, Vietnam.ORCID https://orcid.org/0000-0002-4348-6034
Giorgio I RussoUrology Section, University of Catania, Catania, Italy.ORCID https://orcid.org/0000-0003-4687-7353
Damayanthi DurairajanayagamDepartment of Physiology, Faculty of Medicine, Universiti Teknologi MARA, Sungai Buloh Campus, Selangor, Malaysia.ORCID https://orcid.org/0000-0001-9049-0215
Manaf Al-HashimiDepartment of Urology, Burjeel Hospital, Abu Dhabi, United Arab Emirates (UAE).ORCID https://orcid.org/0000-0002-2458-179X
Taha Abo-Almagd Abdel-Meguid HamodaDepartment of Urology, King Abdulaziz University, Jeddah, Saudi Arabia.ORCID https://orcid.org/0000-0002-8070-4088
Germar-Michael PinggeraDepartment of Urology, Innsbruck Medical University, Innsbruck, Austria.ORCID https://orcid.org/0000-0001-6463-2494
Ricky AdriansjahDepartment of Urology, Hasan Sadikin General Hospital, Universitas Padjadjaran, Banding, Indonesia.ORCID https://orcid.org/0000-0002-9733-3092
Israel Maldonado RosasIVF Laboratory, CITMER Reproductive Medicine, Mexico City, Mexico.ORCID https://orcid.org/0000-0003-2765-6176
Mohamed ArafaDepartment of Urology, Hamad Medical Corporation, Doha, Qatar.ORCID https://orcid.org/0000-0003-0107-8857
Eric ChungDepartment of Urology, Princess Alexandra Hospital, University of Queensland, Brisbane QLD, Australia.ORCID https://orcid.org/0000-0003-3373-3668
Widi AtmokoDepartment of Urology, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.ORCID https://orcid.org/0000-0002-7793-7083
Lucia RoccoDepartment of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", Caserta, Italy.ORCID https://orcid.org/0000-0001-6250-4798
Haocheng LinDepartment of Urology, Peking University Third Hospital, Peking University, Beijing, China.ORCID https://orcid.org/0000-0002-5333-6611
Eric HuygheDepartment of Urology and Andrology, University Hospital of Toulouse, Toulouse, France.ORCID https://orcid.org/0000-0001-9445-4385
Priyank KothariDepartment of Urology, B.Y.L. Nair Charitable Hospital, Topiwala National Medical College, Mumbai, India.ORCID https://orcid.org/0000-0002-3940-952X
Jesus Fernando Solorzano VazquezIVF Laboratory, CITMER Reproductive Medicine, Mexico City, Mexico.ORCID https://orcid.org/0000-0003-4354-8351
Fotios DimitriadisDepartment of Urology, Aristotle University of Thessaloniki, Thessaloniki, Greece.ORCID https://orcid.org/0000-0003-1198-9144
Nicolas GarridoIVIRMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), Valencia, Spain.ORCID https://orcid.org/0000-0001-8271-5218
Sheryl HomaDepartment of Biosciences, University of Kent, Canterbury, United Kingdom.ORCID https://orcid.org/0000-0001-5027-0066
Marco FalconeDepartment of Urology, Molinette Hospital, A.O.U. Città della Salute e della Scienza, University of Turin, Torino, Italy.ORCID https://orcid.org/0000-0003-1101-892X
Marjan SabbaghianDepartment of Andrology, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran.ORCID https://orcid.org/0000-0001-9439-268X
Hussein KandilFakih IVF Fertility Center, Abu Dhabi, UAE.ORCID https://orcid.org/0000-0002-5549-3274
Edmund KoDepartment of Urology, Loma Linda University Health, Loma Linda, CA, USA.ORCID https://orcid.org/0000-0002-7465-3616
Marlon MartinezSection of Urology, Department of Surgery, University of Santo Tomas Hospital, Manila, Philippines.ORCID https://orcid.org/0000-0002-1191-8154
Quang NguyenSection of Urology, Department of Surgery, University of Santo Tomas Hospital, Manila, Philippines.ORCID https://orcid.org/0000-0002-1670-8885
Ahmed M HarrazUrology and Nephrology Center, Mansoura University, Mansoura, Egypt.ORCID https://orcid.org/0000-0002-8902-517X
Ege Can SerefogluDepartment of Urology, Biruni University School of Medicine, Istanbul, Turkey.ORCID https://orcid.org/0000-0002-2530-7012
Vilvapathy Senguttuvan KarthikeyanAndrology Unit, Department of Urology, Apollo Hospitals, Chennai, India.ORCID https://orcid.org/0000-0002-0244-476X
Dung Mai Ba TienDepartment of Andrology, Binh Dan Hospital, Ho Chi Minh City, Vietnam.ORCID https://orcid.org/0000-0001-8605-2968
Sunil JindalDepartment of Andrology and Reproductive Medicine, Jindal Hospital, Meerut, India.ORCID https://orcid.org/0000-0002-8088-8710
Sava MicicDepartment of Andrology, Uromedica Polyclinic, Belgrade, Serbia.ORCID https://orcid.org/0000-0001-9037-3318
Marina BellaviaAndrology and IVF Center, Next Fertility Procrea, Lugano, Switzerland.ORCID https://orcid.org/0000-0002-5858-5246
Hamed AlaliKing Fahad Specialist Hospital, Dammam, Saudi Arabia.ORCID https://orcid.org/0000-0003-4228-4358
Nazim GherabiAndrology Committee of the Algerian Association of Urology, Algiers, Algeria.ORCID https://orcid.org/0000-0001-7364-047X
Sheena LewisExamen Lab Ltd., Northern Ireland, United Kingdom.ORCID https://orcid.org/0000-0001-5665-1572
Hyun Jun ParkDepartment of Urology, Pusan National University School of Medicine, Busan, Korea.ORCID https://orcid.org/0000-0003-0566-9574
Mara SimopoulouDepartment of Experimental Physiology, School of Health Sciences, Faculty of Medicine, National and Kapodistrian University of Athens, Athens, Greece.ORCID https://orcid.org/0000-0002-1000-9100
Hassan SallamAlexandria University Faculty of Medicine, Alexandria, Egypt.ORCID https://orcid.org/0000-0003-1308-6280
Liliana RamirezIVF Laboratory, CITMER Reproductive Medicine, Mexico City, Mexico.ORCID https://orcid.org/0000-0002-8596-0654
Giovanni ColpiAndrology and IVF Center, Next Fertility Procrea, Lugano, Switzerland.ORCID https://orcid.org/0000-0003-1431-1777
Ashok AgarwalGlobal Andrology Forum, Moreland Hills, OH, USA.ORCID https://orcid.org/0000-0003-0585-1026
Global Andrology Forum
Funding
No grant is acknowledged in the PubMed record.
Abstract
Artificial intelligence (AI) in medicine has gained a lot of momentum in the last decades and has been applied to various fields of medicine. Advances in computer science, medical informatics, robotics, and the need for personalized medicine have facilitated the role of AI in modern healthcare. Similarly, as in other fields, AI applications, such as machine learning, artificial neural networks, and deep learning, have shown great potential in andrology and reproductive medicine. AI-based tools are poised to become valuable assets with abilities to support and aid in diagnosing and treating male infertility, and in improving the accuracy of patient care. These automated, AI-based predictions may offer consistency and efficiency in terms of time and cost in infertility research and clinical management. In andrology and reproductive medicine, AI has been used for objective sperm, oocyte, and embryo selection, prediction of surgical outcomes, cost-effective assessment, development of robotic surgery, and clinical decision-making systems. In the future, better integration and implementation of AI into medicine will undoubtedly lead to pioneering evidence-based breakthroughs and the reshaping of andrology and reproductive medicine.
Indexed as
AndrologyArtificial intelligenceDeep learningDiagnostic imagingMachine learningNeural networks, computer
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