Computer Vision / AI Engineer
Postuler L’Entreprise Ummon HealthTech is a young medical technology start-up that develops predictive software for cancer. Using artificial intelligence and deep learning, we help pathologists to better identify and characterise cancer cells. We are not interested in mimicking the doctor, we want to augment him. Founded in 2020, Ummon HealthTech is now a winner of the […]
Ingénieur Qualité et affaire règlementaire
Postuler L’Entreprise Ummon HealthTech est une jeune start-up dans le domaine des technologies médicales, qui développe des logiciels de prédiction dans le cancer. En utilisant l’intelligence artificielle et le deep learning, nous aidons les médecins pathologistes à mieux identifier et caractériser les cellules cancéreuses. Mimer le médecin ne nous intéresse pas, nous voulons l’augmenter. Créée en 2020, Ummon HealthTech est aujourd’hui lauréate du concours […]
A Deep Learning solution for triaging patient with cancer according to their predicted mutational status using histopathological images
The presence of mutation in cancer can be associated with a response to a targeted cancer therapy. Therefore it has become an important information while it helps giving a more specialized and more efficient treatment for each patient. Detection of mutation is routinely made by DNA-sequencing diagnostic tests. Recently, a new strategy of deep learning based method […]
Inter-Semantic Domain Adversarial in Histopathological Images
Abstract—In computer vision, data shift has proven to be a major barrier for safe and robust deep learning applications. In medical applications, histopathological images are often associated with data shift and they are hardly available. It is important to understand to what extent a model can be made robust against data shift using all available data. Here, we […]