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Premorbid brain volume against Alzheimer's disease using multimodal big medical data analysis

ARPN journal of engineering and applied sciences, 2023-06, p.983-992

2023

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Automatic segmentation of hippocampus in hippocampal sparing whole brain radiotherapy: A multitask edge‐aware learning

Medical physics (Lancaster), 2021-04, Vol.48 (4), p.1771-1780

2021

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STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation

Medical image analysis, 2013-08, Vol.17 (6), p.671-684

2013

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Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning

Neuroinformatics (Totowa, N.J.), 2019-10, Vol.17 (4), p.563-582

2019

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How segmentation methods affect hippocampal radiomic feature accuracy in Alzheimer’s disease analysis?

European radiology, 2022-10, Vol.32 (10), p.6965-6976

2022

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Bayesian Spatial Binary Regression for Label Fusion in Structural Neuroimaging

Journal of the American Statistical Association, 2022, Vol.117 (538), p.547-560

2022

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Multi-task neural networks for joint hippocampus segmentation and clinical score regression

Multimedia tools and applications, 2018-11, Vol.77 (22), p.29669-29686

2018

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A novel cross-layer dual encoding-shared decoding network framework with spatial self-attention mechanism for hippocampus segmentation

Computers in biology and medicine, 2023-12, Vol.167, p.107584-107584, Article 107584

2023

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RBS-Net: Hippocampus segmentation using multi-layer feature learning with the region, boundary and structure loss

Computers in biology and medicine, 2023-06, Vol.160, p.106953-106953, Article 106953

2023

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DMCA-GAN: Dual Multilevel Constrained Attention GAN for MRI-Based Hippocampus Segmentation

Journal of digital imaging, 2023-12, Vol.36 (6), p.2532-2553

2023

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Automatic hippocampus segmentation of 7.0Tesla MR images by combining multiple atlases and auto-context models

NeuroImage (Orlando, Fla.), 2013-12, Vol.83, p.335-345

2013

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An improved 3D-UNet-based brain hippocampus segmentation model based on MR images

BMC medical imaging, 2024-07, Vol.24 (1), p.1-12, Article 166

2024

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Deep convolutional neural network for hippocampus segmentation with boundary region refinement

Medical & biological engineering & computing, 2023-09, Vol.61 (9), p.2329-2339

2023

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Design of a Convolutional Neural Network for Hippocampal Segmentation in Epileptics and Healthy Patients

XLVI Mexican Conference on Biomedical Engineering, p.120-127

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Automated Methods for Hippocampus Segmentation: the Evolution and a Review of the State of the Art

Neuroinformatics (Totowa, N.J.), 2015-04, Vol.13 (2), p.133-150

2015

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Hippocampus Segmentation-Based Alzheimer’s Disease Diagnosis and Classification of MRI Images

Arabian journal for science and engineering (2011), 2023-08, Vol.48 (8), p.10249-10265

2023

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Dominant hippocampus segmentation with brain atrophy analysis-based AD subtype classification using KLW-RU-Net and T1FL

Alexandria engineering journal, 2024-10, Vol.104, p.451-463

2024

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Atlas selection for hippocampus segmentation: Relevance evaluation of three meta-information parameters

Computers in biology and medicine, 2018-04, Vol.95, p.90-98

2018

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A Combined Deep-Learning and Lattice Boltzmann Model for Segmentation of the Hippocampus in MRI

Sensors (Basel, Switzerland), 2020-06, Vol.20 (13), p.3628

2020

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Hippocampus segmentation on epilepsy and Alzheimer's disease studies with multiple convolutional neural networks

Heliyon, 2021-02, Vol.7 (2), p.e06226-e06226, Article e06226

2021

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Hippocampus segmentation after brain tumor resection via postoperative region synthesis

BMC medical imaging, 2023-09, Vol.23 (1), p.1-142, Article 142

2023

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Hippocampus Segmentation using Patch-based Representation and ROC Label Enhancement

Engineering letters, 2023-05, Vol.31 (2), p.504

2023

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Hippocampal unified multi-atlas network (HUMAN): protocol and scale validation of a novel segmentation tool

Physics in medicine & biology, 2015-11, Vol.60 (22), p.8851-8867

2015

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Metric Learning for Multi-atlas based Segmentation of Hippocampus

Neuroinformatics (Totowa, N.J.), 2017, Vol.15 (1), p.41-50

2017

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Hippocampus Segmentation Method Applying Coordinate Attention Mechanism and Dynamic Convolution Network

Applied sciences, 2023-07, Vol.13 (13), p.7921

2023

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Premorbid brain volume against Alzheimer's disease using multimodal big medical data analysis

Automatic segmentation of hippocampus in hippocampal sparing whole brain radiotherapy: A multitask edge‐aware learning

STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation

Fast and Precise Hippocampus Segmentation Through Deep Convolutional Neural Network Ensembles and Transfer Learning

How segmentation methods affect hippocampal radiomic feature accuracy in Alzheimer’s disease analysis?

Bayesian Spatial Binary Regression for Label Fusion in Structural Neuroimaging

Multi-task neural networks for joint hippocampus segmentation and clinical score regression

A novel cross-layer dual encoding-shared decoding network framework with spatial self-attention mechanism for hippocampus segmentation

RBS-Net: Hippocampus segmentation using multi-layer feature learning with the region, boundary and structure loss

DMCA-GAN: Dual Multilevel Constrained Attention GAN for MRI-Based Hippocampus Segmentation

Automatic hippocampus segmentation of 7.0Tesla MR images by combining multiple atlases and auto-context models

An improved 3D-UNet-based brain hippocampus segmentation model based on MR images

Deep convolutional neural network for hippocampus segmentation with boundary region refinement

Design of a Convolutional Neural Network for Hippocampal Segmentation in Epileptics and Healthy Patients

Automated Methods for Hippocampus Segmentation: the Evolution and a Review of the State of the Art

Hippocampus Segmentation-Based Alzheimer’s Disease Diagnosis and Classification of MRI Images

Dominant hippocampus segmentation with brain atrophy analysis-based AD subtype classification using KLW-RU-Net and T1FL

Atlas selection for hippocampus segmentation: Relevance evaluation of three meta-information parameters

A Combined Deep-Learning and Lattice Boltzmann Model for Segmentation of the Hippocampus in MRI

Hippocampus segmentation on epilepsy and Alzheimer's disease studies with multiple convolutional neural networks

Hippocampus segmentation after brain tumor resection via postoperative region synthesis

Hippocampus Segmentation using Patch-based Representation and ROC Label Enhancement

Hippocampal unified multi-atlas network (HUMAN): protocol and scale validation of a novel segmentation tool

Metric Learning for Multi-atlas based Segmentation of Hippocampus

Hippocampus Segmentation Method Applying Coordinate Attention Mechanism and Dynamic Convolution Network

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