» Articles » PMID: 39717668

Thorny but Rosy: Prosperities and Difficulties in 'AI Plus Medicine' Concerning Data Collection, Model Construction and Clinical Deployment

Overview
Journal Gen Psychiatr
Specialty Psychiatry
Date 2024 Dec 24
PMID 39717668
Authors
Affiliations
Soon will be listed here.
References
1.
Yan A, McAuley J, Lu X, Du J, Chang E, Gentili A . RadBERT: Adapting Transformer-based Language Models to Radiology. Radiol Artif Intell. 2022; 4(4):e210258. PMC: 9344353. DOI: 10.1148/ryai.210258. View

2.
Cao K, Xia Y, Yao J, Han X, Lambert L, Zhang T . Large-scale pancreatic cancer detection via non-contrast CT and deep learning. Nat Med. 2023; 29(12):3033-3043. PMC: 10719100. DOI: 10.1038/s41591-023-02640-w. View

3.
Malgaroli M, Hull T, Zech J, Althoff T . Natural language processing for mental health interventions: a systematic review and research framework. Transl Psychiatry. 2023; 13(1):309. PMC: 10556019. DOI: 10.1038/s41398-023-02592-2. View

4.
Skrede O, de Raedt S, Kleppe A, Hveem T, Liestol K, Maddison J . Deep learning for prediction of colorectal cancer outcome: a discovery and validation study. Lancet. 2020; 395(10221):350-360. DOI: 10.1016/S0140-6736(19)32998-8. View

5.
Rieke N, Hancox J, Li W, Milletari F, Roth H, Albarqouni S . The future of digital health with federated learning. NPJ Digit Med. 2020; 3:119. PMC: 7490367. DOI: 10.1038/s41746-020-00323-1. View