Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer - Nature Medicine

Fig. 2: Univariate and multivariate associations between diagnosis variables and NACT histological response.

Fig. 3: Performance comparison between local and collaborative FL training on clinical or WSI data to predict treatment response in TNBC. Fig. 4: Performance of WSI-based methods versus the best models using clinical data on the separate test.Data underpinning this study are under restricted access and are not freely available as they contain patients’ data, and specific clearance from the ethics committee is required in each center. Data can, however, be made available upon reasonable request from Centre Léon Bérard, Institut Curie, Institut Gustave Roussy and Institut Universitaire du Cancer Toulouse Oncopole.

Education Education Latest News, Education Education Headlines

Similar News:You can also read news stories similar to this one that we have collected from other news sources.

A wearable cardiac ultrasound imager - NatureInnovations in device design, material fabrication and deep learning are described, leading to a wearable ultrasound transducer capable of dynamic cardiac imaging in various environments and under different conditions. 👋👋👍👍 scispace_ Summarize this
Source: Nature - 🏆 64. / 68 Read more »