Sravanthi Parasa

On evaluation metrics for medical applications of artificial intelligence

Steven A. Hicks, Inga Strümke, Vajira Thambawita et al. · Scientific Reports · 2022 · 751 citations · Full text

Development and Validation of a Model to Determine Risk of Progression of Barrett’s Esophagus to Neoplasia

Sravanthi Parasa, Sreekar Vennalaganti, Srinivas Gaddam et al. · Gastroenterology · 2017 · 131 citations

Esophagus, Esophageal Cancer, Gastrointestinal Oncology +9

Impact of Image Resolution on Deep Learning Performance in Endoscopy Image Classification: An Experimental Study Using a Large Dataset of Endoscopic Images

Vajira Thambawita, Inga Strümke, Steven A. Hicks et al. · Diagnostics · 2021 · 123 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +27

Prevalence and risk factors for colonic perforation during colonoscopy in hospitalized inflammatory bowel disease patients

Udayakumar Navaneethan, Sravanthi Parasa, Preethi G.K. Venkatesh et al. · Journal of Crohn s and Colitis · 2011 · 115 citations · Full text

SinGAN-Seg: Synthetic training data generation for medical image segmentation

Vajira Thambawita, Pegah Salehi, Sajad Amouei Sheshkal et al. · PLoS ONE · 2022 · 105 citations · Full text

Artificial Intelligence, Medical Image Segmentation, Engineering +18