Radiomics in Psychiatry: Classifying Major Depression Using Multi-Scale Feature Extraction of Serotonin-1A Receptor PET Data

被引：0
|
作者：
Bartlett, Elizabeth [1 ]
Zanderigo, Francesca [1 ]
Huang, Chuan [1 ]
Mann, J. John [1 ]
机构：
[1] Columbia Univ, New York, NY USA
来源：
NEUROPSYCHOPHARMACOLOGY | 2024年 / 49卷
关键词：
Major depression; serotonin 1a receptor; Positron Emission Tomography (PET) Imaging; radiomics; machine learning classification;
D O I：
暂无
中图分类号：
Q189 [神经科学];
学科分类号：
071006 ;
摘要：
P263
引用
收藏
页码：212 / 213
页数：2
相关论文
共 50 条
  • [31] Accident Prediction in Coal Mine Drilling Using Fuzzy Inference Based on Multi-Scale Feature Extraction
    Zhang, Youzhen
    Yao, Ke
    Li, Wangnian
    JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS, 2024, 28 (05) : 1067 - 1074
  • [32] Multi-source Data Ground Object Extraction Based on Knowledge-Aware and Multi-scale Feature Fusion Network
    Gong J.
    Zhang Z.
    Jia H.
    Zhou H.
    Zhao Y.
    Xiong H.
    Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2022, 47 (10): : 1546 - 1554
  • [33] Traffic sign recognition using optimized YOLO network based on multi-scale feature extraction and attention mechanism
    Yan, Yong
    Zhao, Haoran
    Li, Yunpeng
    Liu, Xuejun
    Wang, Weiwei
    Guo, Jiacheng
    Zhang, Shuo
    Sha, Yun
    Wang, Xuerui
    Jiang, Yinan
    JOURNAL OF ELECTRONIC IMAGING, 2024, 33 (05)
  • [34] Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction
    Li, Xiang
    Zhang, Wei
    Ding, Qian
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2019, 182 : 208 - 218
  • [35] Image fusion through local feature extraction by using multi-scale top-hat by reconstruction operators
    Bai, Xiangzhi
    Zhou, Fugen
    Xue, Bindang
    OPTIK, 2013, 124 (18): : 3198 - 3203
  • [36] Wind speed forecasting using multi-scale feature adaptive extraction ensemble model with error regression correction
    Chen, Jun
    Liu, Hui
    Chen, Chao
    Duan, Zhu
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 207
  • [37] Few-shot biomedical NER empowered by LLMs-assisted data augmentation and multi-scale feature extraction
    Di Zhao
    Wenxuan Mu
    Xiangxing Jia
    Shuang Liu
    Yonghe Chu
    Jiana Meng
    Hongfei Lin
    BioData Mining, 18 (1)
  • [38] Attention U-Net based on multi-scale feature extraction and WSDAN data augmentation for video anomaly detection
    Lei, Shanzhong
    Song, Junfang
    Wang, Tengjiao
    Wang, Fangxin
    Yan, Zhuyang
    MULTIMEDIA SYSTEMS, 2024, 30 (03)
  • [39] Using Multi-scale Glide Zoom Window Feature Extraction Approach to Predict Protein Homo-oligomer Types
    Li, QiPeng
    Zhang, Shao Wu
    Pan, Quan
    PATTERN RECOGNITION IN BIOINFORMATICS, PROCEEDINGS, 2008, 5265 : 78 - 86
  • [40] Using multi-scale glide zoom window feature extraction approach to predict protein homo-oligomer types
    Li, Qipeng
    Zhang, Shao Wu
    Pan, Quan
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2008, 5265 LNBI : 78 - 86
12345