Fumie Costen - Publications, H-index & Citations

Fumie Costen

University of Manchester

16H指数

150论文数

741被引数

收录论文 8

发表时间

Prediction of the conversion from subjective cognitive decline to mild cognitive impairment or Alzheimer’s disease by integrating imputation techniques and machine learning based on multimodal clinical data 基于多模态临床数据整合插补技术和机器学习对主观认知下降向轻度认知障碍或阿尔茨海默病的转化进行预测

Heliyon

IF3.6

2026-08-17

OAAI

Yiping Qian; Andrew Doig; Sofia Michopoulou; Fumie Costen

Machine Learning-Based Multiclass Classification of Cognitive Stages Using Plasma Biomarkers, Clinical Assessments, and Genetic Features: A Repeated, Nested Cross-Validation Study in ADNI with External Evaluation in CNTN 基于机器学习的认知阶段多类分类：利用血浆生物标志物、临床评估和遗传特征，一项在ADNI中进行重复嵌套交叉验证并在CNTN中进行外部评估的研究

Diagnostics

IF3.3

2026-06-06

OAAI

Jiayuan Xu; Fumie Costen

Brain Age Prediction Using a Lightweight Convolutional Neural Network

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Eltashani, Fatma; Parreno-Centeno, Mario; Cole, James H.; Papa, Joao Paulo; Costen, Fumie

SurvNet: A low-complexity convolutional neural network for survival time classification of patients with glioblastoma

HELIYON

IF3.6

2024-06-01

OAAI

Lyu, Qiyuan; Parreno-Centeno, Mario; Papa, Joao Paulo; Ozturk-Isik, Esin; Booth, Thomas C.; Costen, Fumie

An Uncertainty Analysis on Finite Difference Time-Domain Computations With Artificial Neural Networks: Improving Accuracy While Maintaining Low Computational Costs.

IEEE ANTENNAS AND PROPAGATION MAGAZINE

IF5.7

2023-02-01

PREAI

Hu, Runze; Monebhurrun, Vikass; Himeno, Ryutaro; Yokota, Hideo; Costen, Fumie

Visual question answering in the medical domain based on deep learning approaches: A comprehensive study 基于深度学习方法的医学领域视觉问答综合研究

PATTERN RECOGNITION LETTERS

IF3.3

2021-10-01

PREAI

Al-Sadi, Aisha; Al-Ayyoub, Mahmoud; Jararweh, Yaser; Costen, Fumie

Development of a CUDA Implementation of the 3D FDTD Method

IEEE ANTENNAS AND PROPAGATION MAGAZINE

IF5.7

2012-10-01

PREAI

Livesey, Matthew; Stack, James Francis, Jr.; Costen, Fumie; Nanri, Takeshi; Nakashima, Norimasa; Fujino, Seiji

Performance of Streaming SIMD Extensions Instructions for the FDTD Computation

IEEE ANTENNAS AND PROPAGATION MAGAZINE

IF5.7

2012-06-01

PREAI

Livesey, Matthew; Costen, Fumie; Yang, Xiaoling

研究方向