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GenAI synthesis of histopathological images from Raman imaging for intraoperative tongue squamous cell carcinoma assessment 被引量:2
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作者 Bing Yan Zhining Wen +5 位作者 Lili Xue Tianyi Wang Zhichao Liu Wulin Long Yi Li Runyu Jing 《International Journal of Oral Science》 2025年第2期244-254,共11页
The presence of a positive deep surgical margin in tongue squamous cell carcinoma(TSCC)significantly elevates the risk of local recurrence.Therefore,a prompt and precise intraoperative assessment of margin status is i... The presence of a positive deep surgical margin in tongue squamous cell carcinoma(TSCC)significantly elevates the risk of local recurrence.Therefore,a prompt and precise intraoperative assessment of margin status is imperative to ensure thorough tumor resection.In this study,we integrate Raman imaging technology with an artificial intelligence(AI)generative model,proposing an innovative approach for intraoperative margin status diagnosis.This method utilizes Raman imaging to swiftly and non-invasively capture tissue Raman images,which are then transformed into hematoxylin-eosin(H&E)-stained histopathological images using an AI generative model for histopathological diagnosis.The generated H&E-stained images clearly illustrate the tissue’s pathological conditions.Independently reviewed by three pathologists,the overall diagnostic accuracy for distinguishing between tumor tissue and normal muscle tissue reaches 86.7%.Notably,it outperforms current clinical practices,especially in TSCC with positive lymph node metastasis or moderately differentiated grades.This advancement highlights the potential of AI-enhanced Raman imaging to significantly improve intraoperative assessments and surgical margin evaluations,promising a versatile diagnostic tool beyond TSCC. 展开更多
关键词 Surgical margin intraoperative assessment Local recurrence Tongue squamous cell carcinoma raman imaging tongue squamous cell carcinoma tscc significantly Raman imaging Histopathological diagnosis
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Experience after 100 patients treated with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy
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作者 Ingmar Knigsrainer Derek Zieker +6 位作者 Jrg Glatzle Olivia Lauk Julia Klimek Stephan Symons Bjrn Brücher Stefan Beckert Alfred Knigsrainer 《World Journal of Gastroenterology》 SCIE CAS CSCD 2012年第17期2061-2066,共6页
AIM:To investigate perioperative patient morbidity/mortality and outcome after cytoreductive surgery(CRS) and hyperthermic intraperitoneal chemotherapy(HIPEC).METHODS:Of 150 patients 100 were treated with cytoreductiv... AIM:To investigate perioperative patient morbidity/mortality and outcome after cytoreductive surgery(CRS) and hyperthermic intraperitoneal chemotherapy(HIPEC).METHODS:Of 150 patients 100 were treated with cytoreductive surgery and HIPEC and retrospectively analyzed.Clinical and postoperative follow-up data were evaluated.Body mass index(BMI),age and peritoneal carcinomatosis index(PCI) were chosen as selection criteria with regard to tumor-free survival and perioperative morbidity for this multimodal therapy.RESULTS:CRS with HIPEC was successfully performed in 100 out of 150 patients.Fifty patients were excluded because of intraoperative contraindication.Median PCI was 17(1-39).In 89% a radical resection(CC0/CC1) was achieved.One patient died postoperatively due to multiorgan failure.Neither PCI,age nor BMI was a risk factor for postoperative complications/outcome according to the DINDO classification.In 9% Re-CRS with HIPEC was performed during the follow-up period.CONCLUSION:Patient selection remains the most important issue.Neither PCI,age nor BMI alone should be an exclusion criterion for this multimodal therapy. 展开更多
关键词 Peritoneal carcinomatosis Single-center experience Hyperthermic intraoperative chemotherapy Complications Risk assessment Selection criteria
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