2018
DOI: 10.1016/j.prp.2018.07.002
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Digital image analysis of pan-cytokeratin stained tumor slides for evaluation of tumor budding in pT1/pT2 colorectal cancer: Results of a feasibility study

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Cited by 20 publications
(18 citation statements)
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“…Besides consultation and extending the assessment area, digital methods might be the most promising approach to support the assessment [5,15]. A semiautomatic approach has shown convincing results, whereas more advanced algorithms are being explored as well [16][17][18]. In particular, machine learning techniques will substantially contribute to solve the task, but the question of the "right" budding grade might then possibly be obsolete, too [19].…”
Section: Discussionmentioning
confidence: 99%
“…Besides consultation and extending the assessment area, digital methods might be the most promising approach to support the assessment [5,15]. A semiautomatic approach has shown convincing results, whereas more advanced algorithms are being explored as well [16][17][18]. In particular, machine learning techniques will substantially contribute to solve the task, but the question of the "right" budding grade might then possibly be obsolete, too [19].…”
Section: Discussionmentioning
confidence: 99%
“…Most semi‐automatic tumour scoring methods have been developed with immunohistochemically stained slides, 11,12,15–21 in some cases with immunofluorescent staining 20,22,23 . Only one detection system has been proposed for H&E‐stained slides 24 …”
Section: Automated Scoring Of Tumour Buds—where Do We Stand?mentioning
confidence: 99%
“…As tumour budding is best described in CRC, is it not surprising that most of the methods have also been developed with CRC tissue 11,12,15,17,18,20,21,23,24 . However, automation attempts have also been evaluated for early‐stage oral squamous cell carcinoma, 16 muscle‐invasive bladder cancer, 22 and breast tumours 19 …”
Section: Automated Scoring Of Tumour Buds—where Do We Stand?mentioning
confidence: 99%
“…2,12,37,54,59 High reproducibility has also been shown in many studies evaluating tumor budding in other cancers. 66,67 However, quantification of tumor budding based on digital image analysis still requires further investigation in HNSCC. Assessment of tumor budding using digital image analysis of pan-cytokeratin stained slides has recently shown a promising correlation with patient survival in oral cancer 25,65 and in colorectal cancer as well.…”
Section: Evaluation Of Tumor Buddingmentioning
confidence: 99%
“…Assessment of tumor budding using digital image analysis of pan-cytokeratin stained slides has recently shown a promising correlation with patient survival in oral cancer 25,65 and in colorectal cancer as well. 66,67 However, quantification of tumor budding based on digital image analysis still requires further investigation in HNSCC.…”
Section: Evaluation Of Tumor Buddingmentioning
confidence: 99%