https://www.selleckchem.com/pr....oducts/ly3214996.htm
Both datasets consist of low quality images from a fast image stream captured by moving the sample under the microscope, and the corresponding high quality images of the same region, captured after stopping the movement at each position to let all motion settle. We also explore the generalizability and overfitting on real and synthetically generated data. The quality of the restored images, evaluated both quantitatively and visually, show that using deep learning for image restoration of TEM live image streams has great potential but

https://www.selleckchem.com/pr....oducts/tenapanor.htm
Thirty-seven (55%) patients proceeded onto surgical resection. postPVS was associated with both PFS (P=0.013) and OS (P=0.0002). ΔPVS predicted for PFS (P=0.002) and OS (P=0.0003). When thresholds of response were considered, agreement was 80.6% (K=0.78) and 74.6% (K=0.69) for postPVS and ΔPVS respectively. Qualitative assessment of oesophageal and GOJ cancers utilising FDG-PET is reproducible and may be able to prognosticate outcomes in patients undergoing treatment. Prospective validation is required. Qualitative assessment of oesop