Research output per year
Research output per year
Search results
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2021
Classification of Single Cell Types using Small Sets of Expressed Genes: Comparative Analysis of Supervised Machine Learning Methods
Veljkovic, A., Maljkovic, M., Mitic, N., Malkov, S., Lyu, M., Lin, X., Michalewicz, M., Zhang, G. & Brusic, V., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3322-3326 5 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Correctness of Cell Labels in Public Single Cell Transcriptomics Datasets
Lin, X., Lyu, M., Zhang, Y., Keskin, D. B., Chitkushev, L. T., Zhang, G. & Brusic, V., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3280-3284 5 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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PBMC Cell Classification from Single Cell mRNA Expression by Artificial Neural Networks, Profiles, Gene Markers, and Protein Markers
Lyu, M., Zhang, Y., Yang, L., Lin, X., Li, Y., Jin, H., Bellotti, A. G., Mitic, N. & Brusic, V., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3285-3290 6 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
2020
Tissue of origin classification from single cell mRNA expression by Artificial Neural Networks
Zheng, B., Lyu, M., Lin, S. & Brusic, V., 16 Dec 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1346-1350 5 p. 9313427. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)