Solutions

We developed a deep learning algorithm which we call CheXRad to interpret Chest X-Ray and CT images. It can take as input any Chest X-Ray image and tell you in this image, what are the diseases that are present and what is my algorithm's predicted probability for each of those diseases. Some examples are COVID-19 or mass and nodule, which are cancerous, or enlargement of the heart and pneumonia. The algorithm is also able to convey some insight into its decision-making process by highlighting, for each disease, what particular part of the image it's looking at to make its decision. If I were a doctor with a suspicion of a certain disease, I could get a confirmation from the algorithm.