Results 71 to 80 of about 859,289 (399)
Modified ResNet Model for MSI and MSS Classification of Gastrointestinal Cancer [PDF]
In this work, a modified ResNet model is proposed for the classification of Microsatellite instability(MSI) and Microsatellite stability(MSS) of gastrointestinal cancer. The performance of this model is analyzed and compared with existing models. The proposed model surpassed the existing models with an accuracy of 0.8981 and F1 score of 0.9178.
arxiv
Objective Recently, tumours with microsatellite instability (MSI)/defective DNA mismatch repair (dMMR) have gained considerable interest due to the success of immunotherapy in this molecular setting.
C. Luchini+14 more
semanticscholar +1 more source
Recommendations for clinical and molecular identification of LS, surgical and endoscopic management of LS‐associated colorectal cancer and preventive measures for cancer were produced. The emphasis was on surgical and gastroenterological aspects of the cancer spectrum.
T. T. Seppälä+18 more
wiley +1 more source
Mismatch repair-deficient crypt foci in Lynch syndrome--molecular alterations and association with clinical parameters. [PDF]
Lynch syndrome is caused by germline mutations of DNA mismatch repair (MMR) genes, most frequently MLH1 and MSH2. Recently, MMR-deficient crypt foci (MMR-DCF) have been identified as a novel lesion which occurs at high frequency in the intestinal mucosa ...
Laura Staffa+11 more
doaj +1 more source
A Method for Improving the Detection Accura-cy of MSIsensor Based on Downsampling [PDF]
Motivation: Microsatellite instability (MSI) is a cancer biomarker associated with cancer prognosis and chemotherapy sensitivity. Since the discovery of MSI, polymerase chain reaction (PCR)-based testing has been considered the gold standard for MSI detection.
arxiv
PURPOSE KEYNOTE-164 (NCT02460198) evaluated the antitumor activity of pembrolizumab in previously treated, metastatic, microsatellite instability–high/mismatch repair–deficient (MSI-H/dMMR) colorectal cancer (CRC).
D. Le+21 more
semanticscholar +1 more source
Introduction Advanced adrenocortical carcinoma has a poor prognosis and is treated with chemotherapy that includes mitotane with etoposide, doxorubicin, and cisplatin as first‐line therapy.
Masaya Senda+5 more
doaj +1 more source
MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images [PDF]
The prediction of microsatellite instability (MSI) and microsatellite stability (MSS) is essential in predicting both the treatment response and prognosis of gastrointestinal cancer. In clinical practice, a universal MSI testing is recommended, but the accessibility of such a test is limited.
arxiv
Introduction: Colorectal medullary carcinoma (MC) is a rare subtype of poorly differentiated adenocarcinoma (PDA) with unclear prognostic significance.
Miguel A. Gómez-Álvarez+10 more
doaj +1 more source
Relationship of microsatellite instability to mismatch repair deficiency in malignant tumors of dogs
Background Microsatellite instability (MSI) is a type of genomic instability caused by mismatch repair deficiency (dMMR) in tumors. Studies on dMMR/MSI are limited, and the relationship between dMMR and MSI is unknown in tumors of dogs.
Sakuya Inanaga+9 more
doaj +1 more source