AIMC Topic: Hyperthermic Intraperitoneal Chemotherapy

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Predicting Postoperative Infection After Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy with Splenectomy.

Annals of surgical oncology Jan 22, 2025
BACKGROUND: Hematologic changes after splenectomy and hyperthermic intraperitoneal chemotherapy (HIPEC) can complicate postoperative assessment of infection. This study aimed to develop a machine-learning model to predict postoperative infection afte...
Humans Machine Learning Prognosis Retrospective Studies Female Aged Male Middle Aged Postoperative Complications Follow-Up Studies Combined Modality Therapy Peritoneal Neoplasms Cytoreduction Surgical Procedures Infections Appendiceal Neoplasms Splenectomy Hyperthermic Intraperitoneal Chemotherapy
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A machine learning approach for predicting textbook outcome after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy.

World journal of surgery Apr 23, 2024
INTRODUCTION: Peritoneal carcinomatosis is considered a late-stage manifestation of neoplastic diseases. Cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (CRS-HIPEC) can be an effective treatment for these patients. However, the p...
Humans Machine Learning Retrospective Studies Female Aged Adult Male Middle Aged Treatment Outcome Combined Modality Therapy Peritoneal Neoplasms Cytoreduction Surgical Procedures Hyperthermic Intraperitoneal Chemotherapy
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Predicting Severe Postoperative Complications after CRS-HIPEC: An Externally Validated Machine-Learning Tool.

World journal of surgery Jun 1, 2025
INTRODUCTION: Current decision support tools designed to predict postoperative complications, following cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (CRS-HIPEC), are limited by small sample sizes and lack of external validatio...
Humans Machine Learning Decision Support Techniques Retrospective Studies Female Aged Adult Male Middle Aged Postoperative Complications Peritoneal Neoplasms Cytoreduction Surgical Procedures Hyperthermic Intraperitoneal Chemotherapy
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