Peer-reviewedCC BYFrontiers in medicine16 Oct 2026

Preoperative risk stratification for postoperative inflammatory–nutritional deterioration after colorectal cancer surgery: an interpretable machine learning study

Yinchao Zhang¹
Yingkun Hu¹
Xinke Cao¹
Xinquan Zan¹
Zhiqiang Tian¹
Wei Shen¹

¹The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi People’s Hospital, Wuxi Medical Center, Nanjing Medical University , , ,

Association and incremental predictive performance of preoperative nutritional and inflammatory indices for postoperative ICU admission after hepatobiliary and pancreatic tumor surgery
Longyun Ou, Haozhu Wang
Frontiers in Nutrition22 Oct 2026Peer-reviewedCC BY 4.0Full textOncologyPMC
Preoperative metabolic–inflammatory profiles and early postoperative recovery after immediate breast reconstruction in patients with and without neoadjuvant chemotherapy: a retrospective cohort study
Fan Wang, Lan Yang, Wei Bai +4
Frontiers in Endocrinology26 Oct 2026Peer-reviewedCC BY 4.0Full textSurgery & anaesthesiaCrossrefDOAJ
Association of Preoperative Plateletcrit and Other Inflammatory Indices with Postoperative Pain Severity and Opioid Consumption in Morbidly Obese Patients Receiving Transversus Abdominis Plane Block: A Retrospective Observational Study
Mesut Oterkus, Ümit Karatepe, Hacı Osman Toplu +1
Metabolites1 Oct 2026Peer-reviewedCC BY 4.0Full textSurgery & anaesthesiaCrossrefEurope PMC
Preoperative Inflammatory Risk Markers and Postoperative Creatinine and Lactate as Mortality Markers After Surgery for Stanford Type A Acute Aortic Dissection
Rauf Önder, Salih Özçobanoğlu
Journal of clinical medicine1 Oct 2026Peer-reviewedCC BYFull textGeneral medicineEurope PMCCrossref
Insulinoma in Type 2 Diabetes Mellitus Becoming Clinically Evident in the Setting of Acute Kidney Injury: A Case with a Postoperative Deterioration of the Glucose Metabolism and a Quantitative Islet Cell Analysis
Hiroaki Akaoka, Junko Sasaki, Yusuke Hirota +2
Internal Medicine8 Aug 2026Peer-reviewedCC BY-NC-NDFull textSurgery & anaesthesiaJ-STAGE

Cite

BibTeX

@article{zhang2026preoperative,
  title = {{Preoperative risk stratification for postoperative inflammatory–nutritional deterioration after colorectal cancer surgery: an interpretable machine learning study}},
  author = {Yinchao Zhang and Yingkun Hu and Xinke Cao and Xinquan Zan and Zhiqiang Tian and Wei Shen},
  journal = {Frontiers in medicine},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13658502},
  note = {CC BY},
}

RIS

TY  - JOUR
TI  - Preoperative risk stratification for postoperative inflammatory–nutritional deterioration after colorectal cancer surgery: an interpretable machine learning study
AU  - Yinchao Zhang
AU  - Yingkun Hu
AU  - Xinke Cao
AU  - Xinquan Zan
AU  - Zhiqiang Tian
AU  - Wei Shen
PY  - 2026
DA  - 2026/10/16
JO  - Frontiers in medicine
UR  - https://europepmc.org/article/PMC/PMC13658502
SN  - 2296-858X
ER  -

Related

Cite