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…7 min read·Jun 20, 2020----
John ZechMistakes make it into many radiology reports. Deep learning can help fix that.This post discusses our open access journal paper.6 min read·Dec 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…9 min read·Jul 8, 2018--5--5
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…3 min read·May 1, 2018--2--2
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…4 min read·Nov 30, 2017--3--3