Cargando…

Prediction of fluid intelligence from T1-w MRI images: A precise two-step deep learning framework

The Adolescent Brain Cognitive Development (ABCD) Neurocognitive Prediction Challenge (ABCD-NP-Challenge) is a community-driven competition that challenges competitors to develop algorithms to predict fluid intelligence scores from T1-w MRI images. In this work, a two-step deep learning pipeline is...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Mingliang, Jiang, Mingfeng, Zhang, Guangming, Liu, Yujun, Zhou, Xiaobo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345352/ https://www.ncbi.nlm.nih.gov/pubmed/35917308 http://dx.doi.org/10.1371/journal.pone.0268707

Ejemplares similares

Deep learning framework for sensor array precision and accuracy enhancement
por: Payette, Julie, et al.
Publicado: (2023)

An interpretable deep learning framework for genome-informed precision oncology
por: Ren, Shuangxia, et al.
Publicado: (2023)

Diagnostic Classification of Patients with Dilated Cardiomyopathy Using Ventricular Strain Analysis Algorithm
por: Li, Mingliang, et al.
Publicado: (2021)

Precise Brain-shift Prediction by New Combination of W-Net Deep Learning for Neurosurgical Navigation
por: SHIMAMOTO, Takafumi, et al.
Publicado: (2023)

Whole-Body MRI vs. PET/CT for the Detection of Bone Metastases in Patients With Prostate Cancer: A Systematic Review and Meta-Analysis
por: Zhan, Yuefu, et al.
Publicado: (2021)

DL-MRI: A Unified Framework of Deep Learning-Based MRI Super Resolution
por: Liu, Huanyu, et al.
Publicado: (2021)

DeepSec: a deep learning framework for secreted protein discovery in human body fluids
por: Shao, Dan, et al.
Publicado: (2021)

DeepUbi: a deep learning framework for prediction of ubiquitination sites in proteins
por: Fu, Hongli, et al.
Publicado: (2019)

Intelligent ADL Recognition via IoT-Based Multimodal Deep Learning Framework
por: Javeed, Madiha, et al.
Publicado: (2023)

A framework for artificial intelligence in cancer research and precision oncology
por: Perez-Lopez, Raquel, et al.
Publicado: (2023)

Deep Learning Framework for Liver Segmentation from T(1)-Weighted MRI Images
por: Hossain, Md. Sakib Abrar, et al.
Publicado: (2023)

An Instance Segmentation Model Based on Deep Learning for Intelligent Diagnosis of Uterine Myomas in MRI
por: Pan, Haixia, et al.
Publicado: (2023)

An Intelligent Tongue Diagnosis System via Deep Learning on the Android Platform
por: Yang, Zibin, et al.
Publicado: (2022)

Deep-learning framework and computer assisted fatty infiltration analysis for the supraspinatus muscle in MRI
por: Ro, Kyunghan, et al.
Publicado: (2021)

Towards fully automated segmentation of rat cardiac MRI by leveraging deep learning frameworks
por: Fernández-Llaneza, Daniel, et al.
Publicado: (2022)

Hands-on intelligent agents with OpenAI Gym: a step-by-step guide to develop AI agents using deep reinforcement learning
por: Palanisamy, Praveen
Publicado: (2018)

Deep learning and radiomics in precision medicine
por: Parekh, Vishwa S., et al.
Publicado: (2019)

Identification and classification of pneumonia disease using a deep learning-based intelligent computational framework
por: Yi, Rong, et al.
Publicado: (2021)

An intelligent railway surveillance framework based on recognition of object and railway track using deep learning
por: Kapoor, Rajiv, et al.
Publicado: (2022)

An Intelligent Framework for Fault Diagnosis of Centrifugal Pump Leveraging Wavelet Coherence Analysis and Deep Learning
por: Ullah, Niamat, et al.
Publicado: (2023)

Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework
por: Oakden-Rayner, Luke, et al.
Publicado: (2017)

A Deep Multi-Task Learning Framework for Brain Tumor Segmentation
por: Huang, He, et al.
Publicado: (2021)

Precision W and Z measurements
por: Apyan, Aram
Publicado: (2023)

W and Z precision physics
por: Josa, M Isabel
Publicado: (2013)

Supramolecular framework membrane for precise sieving of small molecules, nanoparticles and proteins
por: Zhang, Guohua, et al.
Publicado: (2023)

Artificial intelligence and machine learning in precision and genomic medicine
por: Quazi, Sameer
Publicado: (2022)

A better method for the dynamic, precise estimating of blood/haemoglobin loss based on deep learning of artificial intelligence
por: Li, Yu-Jie, et al.
Publicado: (2020)

Precision Medicine and Artificial Intelligence: A Pilot Study on Deep Learning for Hypoglycemic Events Detection based on ECG
por: Porumb, Mihaela, et al.
Publicado: (2020)

A Two-To-One Deep Learning General Framework for Image Fusion
por: Zhu, Pan, et al.
Publicado: (2022)

Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI
por: Liu, Hong, et al.
Publicado: (2022)

ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate
por: Shao, Wei, et al.
Publicado: (2020)

Artificial intelligence, machine learning, and deep learning
por: Campesato, Oswald
Publicado: (2020)

Introduction to deep learning using R: a step-by-step guide to learning and implementing deep learning models using R
por: Beysolow II, Taweh
Publicado: (2017)

Precision measurements, W mass, sinθw (theory)
por: Freitas, Ayres
Publicado: (2021)

Two-stage deep learning hybrid framework based on multi-factor multi-scale and intelligent optimization for air pollutant prediction and early warning
por: Wang, Jujie, et al.
Publicado: (2022)

Intelligent grading method for walnut kernels based on deep learning and physiological indicators
por: Chen, Siwei, et al.
Publicado: (2023)

Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI
por: Khan, Zia, et al.
Publicado: (2020)

A Novel Patient Similarity Network (PSN) Framework Based on Multi-Model Deep Learning for Precision Medicine
por: Navaz, Alramzana Nujum, et al.
Publicado: (2022)

i2APP: A Two-Step Machine Learning Framework For Antiparasitic Peptides Identification
por: Jiang, Minchao, et al.
Publicado: (2022)

A Survey on Deep Learning for Precision Oncology
por: Wang, Ching-Wei, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_fgc7pf6gk2pp6sqgjdh6ur8eq5