Artificial intelligence innovation in healthcare: Relevance of reporting guidelines for clinical translation from bench to bedside

被引：0

作者：

Teo, Zhen Ling ^{[1
]}

Kwee, Ann ^{[2
]}

Lim, John C. W. ^{[3
]}

Lam, Carolyn S. P. ^{[4
,5
]}

Ho, Dean ^{[6
,7
]}

Maurer-Stroh, Sebastian ^{[8
,9
,10
,11
]}

Su, Yi ^{[12
]}

Chesterman, Simon ^{[13
,14
]}

Chen, Tsuhan ^{[14
,15
]}

Tan, Chorh Chuan ^{[16
]}

Wong, Tien Yin ^{[1
,17
]}

Ngiam, Kee Yuan ^{[18
]}

Tan, Cher Heng ^{[19
]}

Soon, Danny ^{[20
]}

Choong, May Ling ^{[21
]}

Chua, Raymond ^{[22
]}

Wong, Sutowo ^{[23
]}

Lim, Colin ^{[24
]}

Cheong, Wei Yang ^{[24
,26
]}

Ting, Daniel S. W. ^{[1
,5
,25
]}

机构：

[1] Singapore Natl Eye Ctr, Singapore Eye Res Inst, 11 Third Hosp Ave, Singapore 168751, Singapore

[2] Singapore Gen Hosp, Dept Endocrinol, Singapore, Singapore

[3] Natl Univ Singapore, Ctr Regulatory Excellence, Duke NUS Med Sch, Singapore, Singapore

[4] Natl Heart Ctr Singapore, Dept Cardiol, Singapore, Singapore

[5] Natl Univ Singapore, Duke NUS Med Sch, Singapore, Singapore

[6] Natl Univ Singapore, Inst Digital Med, Inst Hlth 1, Dept Biomed Engn, Singapore, Singapore

[7] Natl Univ Singapore, Dept Pharmacol, Singapore, Singapore

[8] Agcy Sci Technol & Res, Bioinformat Inst, Singapore, Singapore

[9] Agcy Sci Technol & Res, Infect Dis Labs, Singapore, Singapore

[10] Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore, Singapore

[11] Natl Univ Singapore, Dept Biol Sci, Singapore, Singapore

[12] Agcy Sci Technol & Res, Inst High Performance Comp, Singapore, Singapore

[13] Natl Univ Singapore, Fac Law, Singapore, Singapore

[14] AI Singapore, Singapore, Singapore

[15] Natl Univ Singapore, Sch Comp, Singapore, Singapore

[16] Minist Hlth, Chief Hlth Scientist Off, Singapore, Singapore

[17] Tsinghua Univ, Tsinghua Med, Beijing, Peoples R China

[18] Natl Univ Hlth Syst, Grp Technol Off, Singapore, Singapore

[19] Natl Healthcare Grp, Ctr Hlth Innovat, Singapore, Singapore

[20] Consortium Clin Res & Innovat, Singapore, Singapore

[21] Hlth Sci Author, Singapore, Singapore

[22] Minist Hlth, Hlth Regulat Grp, Director Med Serv Off, Singapore, Singapore

[23] Minist Hlth, Data Analyt, Singapore, Singapore

[24] Minist Hlth, Technol, Singapore, Singapore

[25] Singapore Hlth Serv, Artificial Intelligence Off, Singapore, Singapore

[26] Minist Hlth, 16 Coll Rd,Coll Med Bldg, Singapore 169854, Singapore

来源：

ANNALS ACADEMY OF MEDICINE SINGAPORE | 2023年 / 52卷 / 04期

关键词：

Artificial intelligence; clinical translation; digital innovation; guidelines;

D O I：

10.47102/annals-acadmedsg.2022452

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

Artificial intelligence (AI) and digital innovation are transforming healthcare. Technologies such as machine learning in image analysis, natural language processing in medical chatbots and electronic medical record extraction have the potential to improve screening, diagnostics and prognostication, leading to precision medicine and preventive health. However, it is crucial to ensure that AI research is conducted with scientific rigour to facilitate clinical implementation. Therefore, reporting guidelines have been developed to standardise and streamline the development and validation of AI technologies in health. This commentary proposes a structured approach to utilise these reporting guidelines for the translation of promising AI techniques from research and development into clinical translation, and eventual widespread implementation from bench to bedside.

引用

页码：199 / 212

页数：14

共 50 条

[41] Considerations for Translation of Tissue Engineered Fibrocartilage From Bench to Bedside
Donahue, Ryan P.
Gonzalez-Leon, Erik A.
Hu, Jerry C.
Athanasiou, Kyriacos A.
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2019, 141 (07):
[42] Bench to bedside in oncology: translation of cancer vaccines from mouse models to human clinical trials
Berzofsky, Jay A.
JOURNAL OF TRANSLATIONAL MEDICINE, 2017, 15
[43] Artificial Intelligence for Clinical Interpretation of Bedside Chest Radiographs
Khader, Firas
Han, Tianyu
Mueller-Franzes, Gustav
Huck, Luisa
Schad, Philipp
Keil, Sebastian
Barzakova, Emona
Schulze-Hagen, Maximilian
Pedersoli, Federico
Schulz, Volkmar
Zimmermann, Markus
Nebelung, Lina
Kather, Jakob
Hamesch, Karim
Haarburger, Christoph
Marx, Gernot
Stegmaier, Johannes
Kuhl, Christiane
Bruners, Philipp
Nebelung, Sven
Truhn, Daniel
RADIOLOGY, 2023, 307 (01)
[44] Resisting Clinical Translation from Bench to Bedside: The China Case of Liver Cancer Therapeutic Revolution
Huang, Jianan
ACS MEDICINAL CHEMISTRY LETTERS, 2022, 13 (09): : 1384 - 1387
[45] Clinical and paraclinical guidelines for management of sulfur mustard induced bronchiolitis obliterans; from bench to bedside
Saber, Hamid
Saburi, Amin
Ghanei, Mostafa
INHALATION TOXICOLOGY, 2012, 24 (13) : 900 - 906
[46] Adherence to the SPIRIT-AI Standardized Reporting Guidelines in Artificial Intelligence Clinical Trials in Gastroenterology
Holzwanger, Erik A.
Bilal, Mohammad
Brown, Jeremy Glissen
Barua, Ishita
Sawhney, Mandeep S.
Pleskow, Douglas
Berzin, Tyler M.
AMERICAN JOURNAL OF GASTROENTEROLOGY, 2021, 116 : S268 - S269
[47] Artificial intelligence in oncology: From bench to clinic
Elkhader, Jamal
Elemento, Olivier
SEMINARS IN CANCER BIOLOGY, 2022, 84 : 113 - 128
[48] Addressing the reporting chasm of artificial intelligence research: the DECIDE-AI reporting guidelines
Hanrahan, John Gerrard
Khan, Danyal Zaman
Marcus, Hani J.
BMJ SURGERY INTERVENTIONS & HEALTH TECHNOLOGIES, 2022, 4 (01)
[49] Integration and Innovation of Artificial Intelligence and Traditional English Translation Methods
Tang H.
Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
[50] Accelerating the Translation of Artificial Intelligence From Ideas to Routine Clinical Workflow
Lin, MingDe
ACADEMIC RADIOLOGY, 2020, 27 (01) : 121 - 122

← 1 2 3 4 5 →