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PMC Full-Text Search Results

Items: 1 to 20 of 283

1.
Exploring the application of machine learning to identify the correlations between phthalate esters and disease: enhancing nursing assessments
Hao-Ting Wu, Chien-Chang Liao, Chiung-Fang Peng, Tso-Ying Lee, Pei-Hung Liao
Health Inf Sci Syst. 2025 Dec; 13(1): 10. Published online 2024 Dec 29. doi: 10.1007/s13755-024-00324-4
PMCID:
PMC11683034
AbstractArticlePDF–858K
2.
Correction: Margin-aware optimized contrastive learning for enhanced self-supervised histopathological image classification
Ekta Gupta, Varun Gupta
Health Inf Sci Syst. 2025 Dec; 13(1): 8. Published online 2024 Dec 28. doi: 10.1007/s13755-024-00325-3
Corrects:
Health Inf Sci Syst. 2025 Dec; 13(1): 2.
PMCID:
PMC11682023
CorrectionPDF–574K
3.
Explainable depression symptom detection in social media
Eliseo Bao, Anxo Pérez, Javier Parapar
Health Inf Sci Syst. 2024 Dec; 12(1): 47. Published online 2024 Sep 6. doi: 10.1007/s13755-024-00303-9
PMCID:
PMC11379836
AbstractArticlePDF–2.0M
4.
A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification
Hüseyin Üzen, Hüseyin Fırat
Health Inf Sci Syst. 2024 Dec; 12(1): 33. Published online 2024 Apr 28. doi: 10.1007/s13755-024-00291-w
PMCID:
PMC11056351
AbstractArticlePDF–3.5M
5.
A drug prescription recommendation system based on novel DIAKID ontology and extensive semantic rules
Kadime Göğebakan, Ramazan Ulu, Rahib Abiyev, Melike Şah
Health Inf Sci Syst. 2024 Dec; 12(1): 27. Published online 2024 Mar 23. doi: 10.1007/s13755-024-00286-7
PMCID:
PMC10960787
AbstractArticlePDF–4.9M
6.
Alterations of DNA methylation profile in peripheral blood of children with simple obesity
Yi Ren, Peng Huang, Xiaoyan Huang, Lu Zhang, Lingjuan Liu, Wei Xiang, Liqun Liu, Xiaojie He
Health Inf Sci Syst. 2024 Dec; 12(1): 26. Published online 2024 Mar 18. doi: 10.1007/s13755-024-00275-w
PMCID:
PMC10948706
AbstractArticlePDF–3.1M
7.
Analyzing and identifying predictable time range for stress prediction based on chaos theory and deep learning
Ningyun Li, Huijun Zhang, Ling Feng, Yang Ding, Haichuan Li
Health Inf Sci Syst. 2024 Dec; 12(1): 16. Published online 2024 Mar 6. doi: 10.1007/s13755-024-00280-z
PMCID:
PMC11343935
AbstractArticlePDF–3.5M
8.
Investigating the overlap of machine learning algorithms in the final results of RNA-seq analysis on gene expression estimation
Kalliopi-Maria Stathopoulou, Spiros Georgakopoulos, Sotiris Tasoulis, Vassilis P. Plagianakos
Health Inf Sci Syst. 2024 Dec; 12(1): 14. Published online 2024 Feb 29. doi: 10.1007/s13755-023-00265-4
PMCID:
PMC10904690
AbstractArticlePDF–1.5M
9.
CLAD-Net: cross-layer aggregation attention network for real-time endoscopic instrument detection
Xiushun Zhao, Jing Guo, Zhaoshui He, Xiaobing Jiang, Haifang Lou, Depei Li
Health Inf Sci Syst. 2023 Dec; 11(1): 58. Published online 2023 Nov 27. doi: 10.1007/s13755-023-00260-9
PMCID:
PMC10678866
AbstractArticlePDF–2.6M
10.
Essential proteins discovery based on dominance relationship and neighborhood similarity centrality
Gaoshi Li, Xinlong Luo, Zhipeng Hu, Jingli Wu, Wei Peng, Jiafei Liu, Xiaoshu Zhu
Health Inf Sci Syst. 2023 Dec; 11(1): 55. Published online 2023 Nov 16. doi: 10.1007/s13755-023-00252-9
PMCID:
PMC10654316
AbstractArticlePDF–3.5M
11.
Interrelated feature selection from health surveys using domain knowledge graph
Markian Jaworsky, Xiaohui Tao, Lei Pan, Shiva Raj Pokhrel, Jianming Yong, Ji Zhang
Health Inf Sci Syst. 2023 Dec; 11(1): 54. Published online 2023 Nov 16. doi: 10.1007/s13755-023-00254-7
PMCID:
PMC10654272
AbstractArticlePDF–1.0M
12.
EAPR: explainable and augmented patient representation learning for disease prediction
Jiancheng Zhang, Yonghui Xu, Bicui Ye, Yibowen Zhao, Xiaofang Sun, Qi Meng, Yang Zhang, Lizhen Cui
Health Inf Sci Syst. 2023 Dec; 11(1): 53. Published online 2023 Nov 14. doi: 10.1007/s13755-023-00256-5
PMCID:
PMC10645955
AbstractArticlePDF–5.4M
13.
ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder
Emmanuel Papadakis, George Baryannis, Sotiris Batsakis, Marios Adamou, Zhisheng Huang, Grigoris Antoniou
Health Inf Sci Syst. 2023 Dec; 11(1): 52. Published online 2023 Nov 11. doi: 10.1007/s13755-023-00253-8
PMCID:
PMC10640525
AbstractArticlePDF–1.7M
14.
Medimatrix: innovative pre-training of grayscale images for rheumatoid arthritis diagnosis revolutionises medical image classification
Linchen Liu, Yiyang Zhang, Le Sun
Health Inf Sci Syst. 2023 Dec; 11(1): 44. Published online 2023 Sep 26. doi: 10.1007/s13755-023-00246-7
PMCID:
PMC10522544
AbstractArticlePDF–1.7M
15.
Differential diagnosis between dilated cardiomyopathy and ischemic cardiomyopathy based on variational mode decomposition and high order spectra analysis
Yuduan Han, Yunyue Zhao, Zhuochen Lin, Zichao Liang, Siyang Chen, Jinxin Zhang
Health Inf Sci Syst. 2023 Dec; 11(1): 43. Published online 2023 Sep 20. doi: 10.1007/s13755-023-00244-9
PMCID:
PMC10511396
AbstractArticlePDF–2.6M
16.
LDS-CNN: a deep learning framework for drug-target interactions prediction based on large-scale drug screening
Yang Wang, Zuxian Zhang, Chenghong Piao, Ying Huang, Yihan Zhang, Chi Zhang, Yu-Jing Lu, Dongning Liu
Health Inf Sci Syst. 2023 Dec; 11(1): 42. Published online 2023 Sep 2. doi: 10.1007/s13755-023-00243-w
PMCID:
PMC10475000
AbstractArticlePDF–1.9M
17.
Combining temporal and spatial attention for seizure prediction
Yao Wang, Yufei Shi, Zhipeng He, Ziyi Chen, Yi Zhou
Health Inf Sci Syst. 2023 Dec; 11(1): 38. Published online 2023 Aug 23. doi: 10.1007/s13755-023-00239-6
PMCID:
PMC10447681
AbstractArticlePDF–1.3M
18.
A new mixed reality tool for training in minimally invasive robotic-assisted surgery
Sergio Casas-Yrurzum, Jesús Gimeno, Pablo Casanova-Salas, Inma García-Pereira, Eva García del Olmo, Antonio Salvador, Ricardo Guijarro, Cristóbal Zaragoza, Marcos Fernández
Health Inf Sci Syst. 2023 Dec; 11(1): 34. Published online 2023 Aug 2. doi: 10.1007/s13755-023-00238-7
PMCID:
PMC10397172
AbstractArticlePDF–4.2M
19.
Effectiveness assessment of repetitive transcranial alternating current stimulation with concurrent EEG and fNIRS measurement
Dalin Yang, Usman Ghafoor, Adam Thomas Eggebrecht, Keum-Shik Hong
Health Inf Sci Syst. 2023 Dec; 11(1): 35. Published online 2023 Aug 2. doi: 10.1007/s13755-023-00233-y
PMCID:
PMC10397167
AbstractArticlePDF–1.8M
20.
Autonomous detection of myocarditis based on the fusion of improved quantum genetic algorithm and adaptive differential evolution optimization back propagation neural network
Lei Wu, Shuli Guo, Lina Han, Xiaowei Song, Zhilei Zhao, Anil Baris Cekderi
Health Inf Sci Syst. 2023 Dec; 11(1): 33. Published online 2023 Aug 1. doi: 10.1007/s13755-023-00237-8
PMCID:
PMC10393931
AbstractArticlePDF–4.1M

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