We investigated the presence of proteinuria by urine dipstick for glomerular disease and microscopic examination of pus cells for asymptomatic pyuria ..Amit H. Agravat
We train a machine learning model to achieve semantic segmentation of bacteria and pus cells using this dataset. Later we use it to perform transfer learning on a relatively small dataset of gram stained urine microscopic images. Our approach improved the F1-score from 50% to 63% for bacteria...