Revolutionizing oncology care: pioneering AI models to foresee pneumonia-related mortality
Pneumonia remains a major cause of illness and death in patients with cancer, particularly those with digestive system cancers. The early identification of risk factors and timely intervention may help mitigate the negative impact on patients' quality of life and prognosis, improve outcomes, and prevent early deaths caused by infections, which are often preventable.
Authors
- Zhigang Zhou (ORCID: https://orcid.org/0000-0002-4113-0069)
- Peijie Huang (ORCID: https://orcid.org/0000-0002-2106-1334)
- Qunzhe Ding (ORCID: https://orcid.org/0000-0003-0994-1707)
- Yun Xie (ORCID: https://orcid.org/0000-0002-4341-7426)
- Yi Zhang (ORCID: https://orcid.org/0000-0002-2789-0811)
- Zihao Zhang (ORCID: https://orcid.org/0000-0003-0527-5049)
- Ruilan Wang (ORCID: https://orcid.org/0000-0002-9129-8337)
- Rui Tian (ORCID: https://orcid.org/0000-0001-9723-6797)
Institutions
- Shanghai Jiao Tong University (CN)
- Georgetown University (US)
- Georgetown University Medical Center (US)
- Wuhan University (CN)
- Shanghai Changzheng Hospital (CN)
- Songjiang District Central Hospital (CN)
- Shanghai First People's Hospital (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2025-03-19
- DOI
- https://doi.org/10.3389/fonc.2025.1520512
- Primary Topic
- Pancreatic and Hepatic Oncology Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00