FederatedLearning improves prediction of the histological response to Neoadjuvant Chemotherapy in patients with triple-negative BreastCancer, showing the feasibility of this approach for analysis of multi-center cohorts of patients with rare diseases.
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.
México Últimas Noticias, México Titulares
Similar News:También puedes leer noticias similares a ésta que hemos recopilado de otras fuentes de noticias.
Doctors from UW Medicine encouraging boosters for pregnancyDoctors at UW Medicine are making a case for Covid-19 boosters during pregnancy.Doctors and health leaders encourage women who are pregnant or planning to becom
Leer más »
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.
Leer más »
Lightning Strikes Create a Strange Form of Crystal Rarely Seen in NatureThe violent fingers of electricity that struck a sand dune in Nebraska have left behind a configuration of crystal rarely found in nature.
Leer más »
Publisher Investigates After Anti-Vax Professor’s Study Reaches Scientific JournalA scientific journal publisher has launched an investigation to see how an economics professor known for his anti-vax sentiments published a study in the journal that claimed a potential 280,000 people died after receiving a COVID-19 vaccine.
Leer más »
Formation of hierarchically ordered structures in conductive polymers to enhance the performances of lithium-ion batteries - Nature EnergyOrganic functionalities are often introduced into conductive polymers for battery applications, but their addition also leads to conflicting properties and battery performance deterioration. Here the authors develop hierarchically ordered structures in conductive polymers that display exceptional electrochemical properties as a silicon binder.
Leer más »
TBX2 specifies and maintains inner hair and supporting cell fate in the Organ of Corti - Nature CommunicationsInner hair cells are essential for hearing but the molecular drivers of their differentiation have remained enigmatic. Here, the authors show that the transcription factor TBX2 has a key function in inducing and maintaining inner hair cell fate.
Leer más »