CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning — HN submission

Thu, 23 Jun 2022 12:59:36 GMT

A TensorFlow Re-Implementation of CheXNet – Localization of Thoracic Diseases

TL:DR; need help making heatmaps! Repository: https://dagshub.com/nirbarazida/Pneumonia-Classification Colab Notebook: https://colab.research.google.com/drive/1U3F5ETJeisBnlmamR4EqigS7shIbL2L1 Hey everyone - I've been working to reproduce [CheXNet](https://arxiv.org/pdf/1711.05225.pdf) - a fantastic paper describing research on a model capable of radiologist-grade pathology classification! CheXNet uses Class Activation Mappings (CAMs for short) to generate heatmaps that identify what parts of the image the model uses to base its classification. In my case, I'm facing a bit of a struggle…

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning — HN submission

Thu, 16 Nov 2017 05:38:29 GMT

X-Ray Pneumonia Detection with Deep Learning

2 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning · HackerPapers discussions

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning — HN submission

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning — HN submission