Cargando…

CST: A Multitask Learning Framework for Colorectal Cancer Region Mining Based on Transformer

Colorectal cancer is a high death rate cancer until now; from the clinical view, the diagnosis of the tumour region is critical for the doctors. But with data accumulation, this task takes lots of time and labor with large variances between different doctors. With the development of computer vision,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sui, Dong, Zhang, Kang, Liu, Weifeng, Chen, Jing, Ma, Xiaoxuan, Tian, Zhaofeng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8523251/ https://www.ncbi.nlm.nih.gov/pubmed/34671677 http://dx.doi.org/10.1155/2021/6207964

Ejemplares similares

A Pyramid Architecture-Based Deep Learning Framework for Breast Cancer Detection
por: Sui, Dong, et al.
Publicado: (2021)

A Multitask Deep Learning Framework for DNER
por: Jin, Ran, et al.
Publicado: (2022)

CST: Complex Sparse Transformer for Low-SNR Speech Enhancement
por: Tan, Kaijun, et al.
Publicado: (2023)

A multitask transfer learning framework for the prediction of virus-human protein–protein interactions
por: Dong, Thi Ngan, et al.
Publicado: (2021)

Enzyme Commission Number Prediction and Benchmarking with Hierarchical Dual-core Multitask Learning Framework
por: Shi, Zhenkun, et al.
Publicado: (2023)

Transformer-based multitask learning for reaction prediction under low-resource circumstances
por: Qiao, Haoran, et al.
Publicado: (2022)

The structure of the CstF-77 homodimer provides insights into CstF assembly
por: Legrand, Pierre, et al.
Publicado: (2007)

Interactions of CstF-64, CstF-77, and symplekin: Implications on localisation and function
por: Ruepp, Marc-David, et al.
Publicado: (2011)

Maintenance Cognitive Stimulation Therapy (CST) for dementia: A single-blind, multi-centre, randomized controlled trial of Maintenance CST vs. CST for dementia
por: Aguirre, Elisa, et al.
Publicado: (2010)

MARSY: a multitask deep-learning framework for prediction of drug combination synergy scores
por: El Khili, Mohamed Reda, et al.
Publicado: (2023)

Bioinspired Architecture Selection for Multitask Learning
por: Bueno-Crespo, Andrés, et al.
Publicado: (2017)

Multitask learning over shared subspaces
por: Menghi, Nicholas, et al.
Publicado: (2021)

The Diagnosis Significance of Serum Cysteine Protease Inhibitors (CST4) in Colorectal Cancer
por: Huang, Meiyuan, et al.
Publicado: (2023)

Structure and function of the telomeric CST complex
por: Rice, Cory, et al.
Publicado: (2016)

Deep Personal Multitask Prediction of Diabetes Complication with Attentive Interactions Predicting Diabetes Complications by Multitask-Learning
por: Zuo, Ming, et al.
Publicado: (2022)

MultitaskProtDB: a database of multitasking proteins
por: Hernández, Sergio, et al.
Publicado: (2014)

The structural basis of CstF-77 modulation of cleavage and polyadenylation through stimulation of CstF-64 activity
por: Grozdanov, Petar N, et al.
Publicado: (2018)

A Two-Level Transfer Learning Algorithm for Evolutionary Multitasking
por: Ma, Xiaoliang, et al.
Publicado: (2020)

Multitask learning for host–pathogen protein interactions
por: Kshirsagar, Meghana, et al.
Publicado: (2013)

Identification of Cysteine Protease Inhibitor CST2 as a Potential Biomarker for Colorectal Cancer
por: Xie, Qiurong, et al.
Publicado: (2021)

Delivering Cognitive Stimulation Therapy (CST) Virtually: Developing and Field-Testing a New Framework
por: Perkins, Luke, et al.
Publicado: (2022)

Low-Rank Deep Convolutional Neural Network for Multitask Learning
por: Su, Fang, et al.
Publicado: (2019)

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction
por: Hong, Danfeng, et al.
Publicado: (2019)

A Multitask-Aided Transfer Learning-Based Diagnostic Framework for Bearings under Inconsistent Working Conditions
por: Hasan, Md Junayed, et al.
Publicado: (2020)

Embedded Multitasking
por: Curtis, Keith
Publicado: (2011)

Multitasking on the run
por: Hatten, Mary E, et al.
Publicado: (2013)

Retracted: Deep Personal Multitask Prediction of Diabetes Complication with Attentive Interactions Predicting Diabetes Complications by Multitask-Learning
por: Healthcare Engineering, Journal of
Publicado: (2023)

Overlapping and distinct functions of CstF64 and CstF64τ in mammalian mRNA 3′ processing
por: Yao, Chengguo, et al.
Publicado: (2013)

Reconstitution of a telomeric replicon organized by CST
por: Zaug, Arthur J., et al.
Publicado: (2022)

Whole Genome Sequencing and Multiplex qPCR Methods to Identify Campylobacter jejuni Encoding cst-II or cst-III Sialyltransferase
por: Neal-McKinney, Jason M., et al.
Publicado: (2018)

Reconstitution of the CstF complex unveils a regulatory role for CstF-50 in recognition of 3′-end processing signals
por: Yang, Wen, et al.
Publicado: (2018)

Multitask learning improves prediction of cancer drug sensitivity
por: Yuan, Han, et al.
Publicado: (2016)

Multitask learning and benchmarking with clinical time series data
por: Harutyunyan, Hrayr, et al.
Publicado: (2019)

Unsupervised online multitask learning of behavioral sentence embeddings
por: Tseng, Shao-Yen, et al.
Publicado: (2019)

Multitask learning for biomedical named entity recognition with cross-sharing structure
por: Wang, Xi, et al.
Publicado: (2019)

AcconPred: Predicting Solvent Accessibility and Contact Number Simultaneously by a Multitask Learning Framework under the Conditional Neural Fields Model
por: Ma, Jianzhu, et al.
Publicado: (2015)

Effects of media multitasking frequency on a novel volitional multitasking paradigm
por: Lopez, Jesus J., et al.
Publicado: (2022)

A multitask deep learning approach for pulmonary embolism detection and identification
por: Ma, Xiaotian, et al.
Publicado: (2022)

A mixed-modeling framework for analyzing multitask whole-brain network data
por: Simpson, Sean L., et al.
Publicado: (2019)

Inferring latent task structure for Multitask Learning by Multiple Kernel Learning
por: Widmer, Christian, et al.
Publicado: (2010)

Cannot write session to /tmp/vufind_sessions/sess_h3hi1mm8l0e04dmf928al9q5bk