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Journal Articles The World Journal of Men's Health Year : 2023

Artificial Intelligence in Andrology: From Semen Analysis to Image Diagnostics

Ramy Abou Ghayda (1) , Rossella Cannarella (2, 3) , Aldo E Calogero (2) , Rupin Shah (4) , Amarnath Rambhatla (5) , Wael Zohdy (6) , Parviz Kavoussi (7) , Tomer Avidor-Reiss (8) , Florence Boitrelle (9, 10) , Taymour Mostafa (6) , Ramadan Saleh (11) , Tuncay Toprak (12) , Ponco Birowo (13) , Gianmaria Salvio (14) , Gokhan Calik (15) , Shinnosuke Kuroda (3, 16) , Raneen Sawaid Kaiyal (3) , Imad Ziouziou (17) , Andrea Crafa (2) , Nguyen Ho Vinh Phuoc (18) , Giorgio I Russo (2) , Damayanthi Durairajanayagam (19) , Manaf Al-Hashimi (20, 21) , Taha Abo-Almagd Abdel-Meguid Hamoda (22, 23) , Germar-Michael Pinggera (24) , Ricky Adriansjah (25) , Israel Maldonado Rosas , Mohamed Arafa (26, 27) , Eric Chung (28) , Widi Atmoko (13) , Lucia Rocco (29) , Haocheng Lin (30) , Eric Huyghe (28) , Priyank Kothari , Jesus Fernando Solorzano Vazquez , Fotios Dimitriadis (31) , Nicolas Garrido , Sheryl Homa (32) , Marco Falcone (33) , Marjan Sabbaghian (34) , Hussein Kandil , Edmund Ko (35) , Marlon Martinez (36) , Quang Nguyen (36, 37) , Ahmed M Harraz (38) , Ege Can Serefoglu (39) , Vilvapathy Senguttuvan Karthikeyan , Dung Mai Ba Tien , Sunil Jindal , Sava Micic , Marina Bellavia , Hamed Alali , Nazim Gherabi , Sheena Lewis , Hyun Jun Park (40) , Mara Simopoulou (41) , Hassan Sallam (42) , Liliana Ramirez , Giovanni Colpi , Ashok Agarwal (3)
1 Case Western Reserve University [Cleveland]
2 University of Catania [Italy]
3 Cleveland Clinic
4 Lilavati Hospital and Research Centre
5 Vattikuti Urology Institute
6 Cairo University
7 University of Texas Health Science Center at San Antonio [San Antonio, Tx, USA]
8 University of Toledo
9 CHI Poissy-Saint-Germain
10 BREED - Biologie de la Reproduction, Environnement, Epigénétique & Développement
11 Sohag University
12 Fatih University
13 Cipto Mangunkusumo Hospital [Jakarta]
14 UNIVPM - Università Politecnica delle Marche [Ancona]
15 Istanbul Medipol University
16 YCU - Yokohama City University
17 Université Ibn Zohr [Agadir]
18 University of Medicine Pham Ngoc Thach
19 UiTM - Universiti Teknologi MARA [Shah Alam]
20 Burjeel Hospital
21 Khalifa University
22 King Abdulaziz University
23 Minia University
24 IMU - Innsbruck Medical University = Medizinische Universität Innsbruck
25 UnPad - Universitas Padjadjaran
26 Hamad medical corporation
27 Weill Cornell Medicine [Qatar]
28 University of Queensland [Brisbane]
29 Università degli studi della Campania "Luigi Vanvitelli" = University of the Study of Campania Luigi Vanvitelli
30 Peking University [Beijing]
31 Aristotle University of Thessaloniki
32 University of Kent [Canterbury]
33 Molinette Hospital
34 Royan Institute for Reproductive Biomedicine [Tehran, Iran]
35 Loma Linda University
36 University of Santo Tomas [Manila, Philippines]
37 VNU - Vietnam National University [Hanoï]
38 Mansoura University [Egypt]
39 Biruni University
40 Pusan National University
41 NKUA - National and Kapodistrian University of Athens
42 Alexandria University [Alexandrie]
Ramy Abou Ghayda
Case Western Reserve University [Cleveland]
Rossella Cannarella
University of Catania [Italy]
Cleveland Clinic
Aldo E Calogero
University of Catania [Italy]
Rupin Shah
Lilavati Hospital and Research Centre
Amarnath Rambhatla
Vattikuti Urology Institute
Wael Zohdy
Cairo University
Parviz Kavoussi
University of Texas Health Science Center at San Antonio [San Antonio, Tx, USA]
Tomer Avidor-Reiss
University of Toledo
Florence Boitrelle
CHI Poissy-Saint-Germain
Biologie de la Reproduction, Environnement, Epigénétique & Développement
Taymour Mostafa
Cairo University
Ramadan Saleh
Sohag University
Tuncay Toprak
Fatih University
Ponco Birowo
Cipto Mangunkusumo Hospital [Jakarta]
Gianmaria Salvio
Università Politecnica delle Marche [Ancona]
Gokhan Calik
Istanbul Medipol University
Shinnosuke Kuroda
Cleveland Clinic
Yokohama City University
Raneen Sawaid Kaiyal
Cleveland Clinic
Imad Ziouziou
Université Ibn Zohr [Agadir]
Andrea Crafa
University of Catania [Italy]
Nguyen Ho Vinh Phuoc
University of Medicine Pham Ngoc Thach
Giorgio I Russo
University of Catania [Italy]
Damayanthi Durairajanayagam
Universiti Teknologi MARA [Shah Alam]
Manaf Al-Hashimi
Burjeel Hospital
Khalifa University
Taha Abo-Almagd Abdel-Meguid Hamoda
King Abdulaziz University
Minia University
Germar-Michael Pinggera
Innsbruck Medical University = Medizinische Universität Innsbruck
Ricky Adriansjah
Universitas Padjadjaran
Israel Maldonado Rosas
Mohamed Arafa
Hamad medical corporation
Weill Cornell Medicine [Qatar]
Eric Chung
University of Queensland [Brisbane]
Widi Atmoko
Cipto Mangunkusumo Hospital [Jakarta]
Lucia Rocco
Università degli studi della Campania "Luigi Vanvitelli" = University of the Study of Campania Luigi Vanvitelli
Haocheng Lin
Peking University [Beijing]
Eric Huyghe
University of Queensland [Brisbane]
Priyank Kothari
Jesus Fernando Solorzano Vazquez
Fotios Dimitriadis
Aristotle University of Thessaloniki
Nicolas Garrido
Sheryl Homa
University of Kent [Canterbury]
Marco Falcone
Molinette Hospital
Marjan Sabbaghian
Royan Institute for Reproductive Biomedicine [Tehran, Iran]
Hussein Kandil
Edmund Ko
Loma Linda University
Marlon Martinez
University of Santo Tomas [Manila, Philippines]
Quang Nguyen
University of Santo Tomas [Manila, Philippines]
Vietnam National University [Hanoï]
Ahmed M Harraz
Mansoura University [Egypt]
Ege Can Serefoglu
Biruni University
Vilvapathy Senguttuvan Karthikeyan
Dung Mai Ba Tien
Sunil Jindal
Sava Micic
Marina Bellavia
Hamed Alali
Nazim Gherabi
Sheena Lewis
Hyun Jun Park
Pusan National University
Mara Simopoulou
National and Kapodistrian University of Athens
Hassan Sallam
Alexandria University [Alexandrie]
Liliana Ramirez
Giovanni Colpi
Ashok Agarwal
  • Function : Author
Cleveland Clinic

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.

Domains

Reproductive Biology
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https://hal.inrae.fr/hal-04148731

Submitted on : Monday, July 3, 2023-12:06:51 PM

Last modification on : Thursday, July 20, 2023-9:01:01 AM

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hal-04148731 , version 1 (03-07-2023)

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Ramy Abou Ghayda, Rossella Cannarella, Aldo E Calogero, Rupin Shah, Amarnath Rambhatla, et al.. Artificial Intelligence in Andrology: From Semen Analysis to Image Diagnostics. The World Journal of Men's Health, 2023, 41, ⟨10.5534/wjmh.230050⟩. ⟨hal-04148731⟩

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