John ZechDitch the DictaphoneWhy is a dictaphone the default way to interact with text-to-speech software in radiology departments? I am truly flummoxed. Every reading…Jun 20, 2020Jun 20, 2020
John ZechMistakes make it into many radiology reports. Deep learning can help fix that.This post discusses our open access journal paper.Dec 23, 2018Dec 23, 2018
John ZechWhat are radiological deep learning models actually learning?In radiology, we’d like deep learning models to identify patterns in imaging that suggest disease. For example, to detect pneumonia (lung…Jul 8, 20185Jul 8, 20185
John ZechReproducing CheXNet with PyTorchI am sharing on GitHub PyTorch code to reproduce the results of CheXNet. CheXNet, the paper from Rajpurkar et al., predicted 14 common…May 1, 20182May 1, 20182
John ZechRSNA 2017: Be skeptical of implausible claims about deep learningHaving spent the last few days at RSNA 2017, I had a chance to see many of the different deep learning based prototypes for clinical…Nov 30, 20173Nov 30, 20173
