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Furthermore, the live pilot study shows great performance in a clinical setting with a patient level accuracy, sensitivity, and specificity of 90%. ... Patients suffering from Barrett's Esophagus (BE) are at an increased risk of developing esophageal adenocarcinoma and early detection is crucial for a good prognosis. ... state-of-the-art results for the detection and localization of dysplasia in Barrett's Esophagus. ...doi:10.1016/j.artmed.2020.101914 pmid:32828453 fatcat:kawapfcisfdejc67ofvcxkske4
This study makes a presentation of the artificial intelligence terminology and refers also to the most prominent recent research on computer-assisted diagnosis of neoplasia on Barrett's esophagus and early ... In the gastroenterology field, the impact of artificial intelligence was investigated for the purposes of diagnostics, risk stratification of patients, improvement in quality of endoscopic procedures and ... Numerous studies have been performed, using AI to improve the detection of early neoplasia developed on the background of Barrett's esophagus [8, 9] and early esophageal squamous cell carcinoma  ...doi:10.3390/medicina56070364 pmid:32708343 fatcat:kp67to5sdfd6tox742id2yogj4
with different types of state-of-the-art DL algorithms for detecting malignancies. ... Overall, we provide a retrospective synopsis of simple image-processing-based and machine learning (ML)-based computer-aided diagnosis (CAD) systems, followed by a comprehensive appraisal of use cases ... Conflicts of Interest: The authors declare no conflict of interest. ...doi:10.3390/app112210982 fatcat:udy5u4yeerhgfoh2cyosejasnm
Current data show promising results in upper-endoscopy quality control and a satisfactory detection accuracy of gastric premalignant and malignant lesions, similar or even exceeding that of experienced ... In so doing, unnecessary surgical interventions would be avoided whilst providing a better quality of life and prognosis for these patients. ... Conflicts of interest None declared. ...doi:10.1093/gastro/goab008 fatcat:bocifonnyvhh7luk42ghh4tv4m
The display (monitor) is an integral part of the digital pathology (DP) workflow, with DP vendors required to include a specific display as part of FDA validation studies. ... Background: Whole-slide images (WSI) hold tremendous potential for improving clinical care, research, and medical education. ... Conclusions: We demonstrate the feasibility of applying a DIA workflow for estimating stromal CD8+ TILs in NSCLC. ...doi:10.1038/s41374-020-0393-8 pmid:32139865 fatcat:wecibsafmzhzjjgxqvxalr3xn4