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Development and performance evaluation of fully automated deep learning-based models for myocardial segmentation on T1 mapping MRI data

The study was conducted in three phases. In the first phase, the inclusion criteria for data collection were defined and the data was exported...

A bioactivity foundation model using pairwise meta-learning

Gaulton, A. et al. ChEMBL: a large-scale bioactivity database for drug discovery. Nucleic Acids Res. 40, D1100–D1107 (2012).Article  ...

Segmentation of ovarian cyst in ultrasound images using AdaResU-net with optimization algorithm and deep learning model

The female ovaries can develop cysts, which are sacs that contain fluid. These cysts can be identified at an early stage through the use...

Utilising activity patterns of a complex biophysical network model to optimise intra-striatal deep brain stimulation

Data sourcesThe structural Magnetic Resonance Imaging (MRI) data are taken from the Human Connectome Project (HCP)51. These MRI data were laid over another atlas,...

The genomic basis of childhood T-lineage acute lymphoblastic leukaemia

Department of Pathology, St Jude Children’s Research Hospital, Memphis, TN, USAPetri Pölönen, Danika Di Giacomo, Abdelrahman Elsayed, Shunsuke Kimura, Francesca Benini, Lindsey E. Montefiori, Ilaria Iacobucci, Yunchao Chang, Yaqi Zhao, Pankaj S. Ghate & Charles...

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