Tag : MultiTask

AI/ML

Multi-task edge-recalibrated network for male pelvic multi-organ segmentation on CT images.

Newsemia
Related Articles Multi-task edge-recalibrated network for male pelvic multi-organ segmentation on CT images. Phys Med Biol. 2020 Nov 16;: Authors: Tong N, Gou S, Chen...
AI/ML

A Multi-Task Framework for Facial Attributes Classification through End-to-End Face Parsing and Deep Convolutional Neural Networks.

Newsemia
Related Articles A Multi-Task Framework for Facial Attributes Classification through End-to-End Face Parsing and Deep Convolutional Neural Networks. Sensors (Basel). 2020 Jan 07;20(2): Authors: Khan...
AI/ML

Predicting the invasiveness of lung adenocarcinomas appearing as ground-glass nodule on CT scan using multi-task learning and deep radiomics.

Newsemia
Related Articles Predicting the invasiveness of lung adenocarcinomas appearing as ground-glass nodule on CT scan using multi-task learning and deep radiomics. Transl Lung Cancer Res....
AI/ML

A multi-task, multi-stage deep transfer learning model for early prediction of neurodevelopment in very preterm infants.

Newsemia
A multi-task, multi-stage deep transfer learning model for early prediction of neurodevelopment in very preterm infants. Sci Rep. 2020 Sep 15;10(1):15072 Authors: He L, Li...
AI/ML

Detection of peripherally inserted central catheter (PICC) in chest X-ray images: A multi-task deep learning model.

Newsemia
Detection of peripherally inserted central catheter (PICC) in chest X-ray images: A multi-task deep learning model. Comput Methods Programs Biomed. 2020 Jul 23;197:105674 Authors: Yu...
Cardiology

Multi-parametric system for risk stratification in mitral regurgitation: a multi-task Gaussian prediction approach.

Newsemia
Related Articles Multi-parametric system for risk stratification in mitral regurgitation: a multi-task Gaussian prediction approach. Eur J Clin Invest. 2020 Jun 14;:e13321 Authors: Tse G,...
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Stochastic filter groups for multi-task cnns: Learning specialist and generalist convolution kernels

Newsemia
Bragman, F; Tanno, R; Ourselin, S; Alexander, D; Cardoso, J; (2020) Stochastic filter groups for multi-task cnns: Learning specialist and generalist convolution kernels. In: Proceedings...
AI/ML

A multitask multiple kernel learning formulation for discriminating early- and late-stage cancers.

Newsemia
Related Articles A multitask multiple kernel learning formulation for discriminating early- and late-stage cancers. Bioinformatics. 2020 Mar 12;: Authors: Rahimi A, Gönen M Abstract MOTIVATION:...
AI/ML

Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer's Disease.

Newsemia
Related Articles Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer’s Disease. Med Image Comput Comput Assist Interv. 2018 Sep;11070:555-562 Authors: Brand L,...
AI/ML

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks.

Newsemia
Related Articles Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks. J Am Med Inform Assoc. 2019 Nov...
AI/ML

A Neural Machine Translation Model for Arabic Dialects That Utilises Multitask Learning (MTL).

Newsemia
Related Articles A Neural Machine Translation Model for Arabic Dialects That Utilises Multitask Learning (MTL). Comput Intell Neurosci. 2018;2018:7534712 Authors: Baniata LH, Park S, Park...
AI/ML

Leveraging auxiliary measures: a deep multi-task neural network for predictive modeling in clinical research.

Newsemia
Related Articles Leveraging auxiliary measures: a deep multi-task neural network for predictive modeling in clinical research. BMC Med Inform Decis Mak. 2018 Dec 12;18(Suppl 4):126...

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