Kim TH - Search Results

1

Privacy preserved and decentralized thermal comfort prediction model for smart buildings using federated learning.

Abbas S, Alsubai S, Sampedro GA, Abisado M, Almadhor A, Kim TH. Abbas S, et al. Among authors: kim th. PeerJ Comput Sci. 2024 Feb 29;10:e1899. doi: 10.7717/peerj-cs.1899. eCollection 2024. PeerJ Comput Sci. 2024. PMID: 38435593 Free PMC article.

2

Improved Prediction of Ovarian Cancer Using Ensemble Classifier and Shaply Explainable AI.

Abuzinadah N, Kumar Posa S, Alarfaj AA, Alabdulqader EA, Umer M, Kim TH, Alsubai S, Ashraf I. Abuzinadah N, et al. Among authors: kim th. Cancers (Basel). 2023 Dec 11;15(24):5793. doi: 10.3390/cancers15245793. Cancers (Basel). 2023. PMID: 38136346 Free PMC article.

3

White blood cells classification using multi-fold pre-processing and optimized CNN model.

Saidani O, Umer M, Alturki N, Alshardan A, Kiran M, Alsubai S, Kim TH, Ashraf I. Saidani O, et al. Among authors: kim th. Sci Rep. 2024 Feb 12;14(1):3570. doi: 10.1038/s41598-024-52880-0. Sci Rep. 2024. PMID: 38347011 Free PMC article.

4

Optimizing multimodal feature selection using binary reinforced cuckoo search algorithm for improved classification performance.

Thirugnanasambandam K, Murugan J, Ramalingam R, Rashid M, Raghav RS, Kim TH, Sampedro GA, Abisado M. Thirugnanasambandam K, et al. Among authors: kim th. PeerJ Comput Sci. 2024 Jan 29;10:e1816. doi: 10.7717/peerj-cs.1816. eCollection 2024. PeerJ Comput Sci. 2024. PMID: 38435570 Free PMC article.

5

Improving prediction of maternal health risks using PCA features and TreeNet model.

Jamel L, Umer M, Saidani O, Alabduallah B, Alsubai S, Ishmanov F, Kim TH, Ashraf I. Jamel L, et al. Among authors: kim th. PeerJ Comput Sci. 2024 Apr 15;10:e1982. doi: 10.7717/peerj-cs.1982. eCollection 2024. PeerJ Comput Sci. 2024. PMID: 38660162 Free PMC article.

6

PODE: privacy-enhanced distributed federated learning approach for origin-destination estimation.

Abbas S, Sampedro GA, Almadhor A, Abisado M, Marzougui M, Kim TH, Alasiry A. Abbas S, et al. Among authors: kim th. PeerJ Comput Sci. 2024 May 13;10:e2050. doi: 10.7717/peerj-cs.2050. eCollection 2024. PeerJ Comput Sci. 2024. PMID: 38855199 Free PMC article.

7

Improving prediction of blood cancer using leukemia microarray gene data and Chi2 features with weighted convolutional neural network.

Alabdulqader EA, Alarfaj AA, Umer M, Eshmawi AA, Alsubai S, Kim TH, Ashraf I. Alabdulqader EA, et al. Among authors: kim th. Sci Rep. 2024 Jul 7;14(1):15625. doi: 10.1038/s41598-024-65315-7. Sci Rep. 2024. PMID: 38972881 Free PMC article.

8

An automated approach to predict diabetic patients using KNN imputation and effective data mining techniques.

Altamimi A, Alarfaj AA, Umer M, Alabdulqader EA, Alsubai S, Kim TH, Ashraf I. Altamimi A, et al. Among authors: kim th. BMC Med Res Methodol. 2024 Sep 27;24(1):221. doi: 10.1186/s12874-024-02324-0. BMC Med Res Methodol. 2024. PMID: 39333904 Free PMC article.

9

An improved biometric stress monitoring solution for working employees using heart rate variability data and Capsule Network model.

M Khayyat M, Munshi RM, Alabduallah B, Lamoudan T, Ghith E, Kim TH, A Abdelhamid A. M Khayyat M, et al. Among authors: kim th. PLoS One. 2024 Dec 17;19(12):e0310776. doi: 10.1371/journal.pone.0310776. eCollection 2024. PLoS One. 2024. PMID: 39689081 Free PMC article.

10

Ensemble genetic and CNN model-based image classification by enhancing hyperparameter tuning.

Hussain W, Mushtaq MF, Shahroz M, Akram U, Ghith ES, Tlija M, Kim TH, Ashraf I. Hussain W, et al. Among authors: kim th. Sci Rep. 2025 Jan 6;15(1):1003. doi: 10.1038/s41598-024-76178-3. Sci Rep. 2025. PMID: 39762285 Free PMC article.

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