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Updated: May 27, 2026

Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
Published on: April 18, 2025
Analyzing quality of colorectal cancer care through registry statistics: a small community hospital example
1Falmouth Hospital, Falmouth, Massachusetts, USA. ian.a.hopewood@gmail.com
Abstract:
As the quantity of elderly Americans requiring oncologic care grows, and as cancer treatment and medicine become more advanced, assessing quality of cancer care becomes a necessary and advantageous practice for any facility.' Such analysis is especially practical in small community hospitals, which may not have the resources of their larger academic counterparts to ensure that the care being provided is current and competitive in terms of both technique and outcome. This study is a comparison of the colorectal cancer care at one such center, Falmouth Community Hospital (FCH)--located in Falmouth, Massachusetts, about an hour and a half away from the nearest metropolitan center--to the care provided at a major nearby Boston Tertiary Center (BTC) and at teaching and research facilities across New England and the United States. The metrics used to measure performance encompass both outcome (survival rate data) as well as technique, including quality of surgery (number of lymph nodes removed) and the administration of adjuvant treatments, chemotherapy, and radiation therapy, as per national guidelines. All data for comparison between FCH and BTC were culled from those hospitals' tumor registries. Data for the comparison between FCH and national tertiary/referral centers were taken from the American College of Surgeons' Commission on Cancer, namely National Cancer Data Base (NCDB) statistics, Hospital Benchmark Reports and Practice Profile Reports. The results showed that, while patients at FCH were diagnosed at both a higher age and at a more advanced stage of colorectal cancer than their BTC counterparts, FCH stands up favorably to BTC and other large centers in terms of the metrics referenced above. Quality assessment such as the analysis conducted here can be used at other community facilities to spotlight, and ultimately eliminate, deficiencies in cancer programs.
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