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聰明 黃

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Tsung-Ming Huang

Professor

1992 …2026

Research activity per year

Personal profile

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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Collaborations and top research areas from the last five years

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  • A deep-learning framework for brain tumor segmentation via three-dimensional mass-preserving geometric transformation

    Huang, T. M., Zheng, K. Q., Lin, W. W., Li, T. & Yau, S. T., 2026 Dec, In: Brain Informatics. 13, 1, 14.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • A mixed-type SDRE model with a Kalman filter for prescribed impact angle guidance

    Huang, T. M., Kuo, Y. C., Lin, W. W. & Wu, C. T., 2026 Sept, In: Aerospace Science and Technology. 176, 111953.

    Research output: Contribution to journal › Article › peer-review

  • NUMERICAL SOLUTIONS FOR STOCHASTIC CONTINUOUS-TIME ALGEBRAIC RICCATI EQUATIONS

    Huang, T. M., Kuo, Y. C., Li, R. C. & Lin, W. W., 2025, In: SIAM Journal on Matrix Analysis and Applications. 46, 3, p. 1675-1700 26 p.

    Research output: Contribution to journal › Article › peer-review

  • OMT and tensor SVD–based deep learning model for segmentation and predicting genetic markers of glioma: A multicenter study

    Zhu, Z., Wang, H., Li, T., Huang, T. M., Yang, H., Tao, Z., Tan, Z. H., Zhou, J., Chen, S., Ye, M., Zhang, Z., Li, F., Liu, D., Wang, M., Lu, J., Zhang, W., Li, X., Chen, Q., Jiang, Z. & Chen, F. & 4 others, Zhang, X., Lin, W. W., Yau, S. T. & Zhang, B., 2025 Jul 15, In: Proceedings of the National Academy of Sciences of the United States of America. 122, 28, e2500004122.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    2   Link opens in a new tab Citations (Scopus)

  • Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

    Zenk, M., Baid, U., Pati, S., Linardos, A., Edwards, B., Sheller, M., Foley, P., Aristizabal, A., Zimmerer, D., Gruzdev, A., Martin, J., Shinohara, R. T., Reinke, A., Isensee, F., Parampottupadam, S., Parekh, K., Floca, R., Kassem, H., Baheti, B. & Thakur, S. & 327 others, Chung, V., Kushibar, K., Lekadir, K., Jiang, M., Yin, Y., Yang, H., Liu, Q., Chen, C., Dou, Q., Heng, P. A., Zhang, X., Zhang, S., Khan, M. I., Azeem, M. A., Jafaritadi, M., Alhoniemi, E., Kontio, E., Khan, S. A., Mächler, L., Ezhov, I., Kofler, F., Shit, S., Paetzold, J. C., Loehr, T., Wiestler, B., Peiris, H., Pawar, K., Zhong, S., Chen, Z., Hayat, M., Egan, G., Harandi, M., Isik Polat, E., Polat, G., Kocyigit, A., Temizel, A., Tuladhar, A., Tyagi, L., Souza, R., Forkert, N. D., Mouches, P., Wilms, M., Shambhat, V., Maurya, A., Danannavar, S. S., Kalla, R., Anand, V. K., Krishnamurthi, G., Nalawade, S., Ganesh, C., Wagner, B., Reddy, D., Das, Y., Yu, F. F., Fei, B., Madhuranthakam, A. J., Maldjian, J., Singh, G., Ren, J., Zhang, W., An, N., Hu, Q., Zhang, Y., Zhou, Y., Siomos, V., Tarroni, G., Passerrat-Palmbach, J., Rawat, A., Zizzo, G., Kadhe, S. R., Epperlein, J. P., Braghin, S., Wang, Y., Kanagavelu, R., Wei, Q., Yang, Y., Liu, Y., Kotowski, K., Adamski, S., Machura, B., Malara, W., Zarudzki, L., Nalepa, J., Shi, Y., Gao, H., Avestimehr, S., Yan, Y., Akbar, A. S., Kondrateva, E., Yang, H., Li, Z., Wu, H. Y., Roth, J., Saueressig, C., Milesi, A., Nguyen, Q. D., Gruenhagen, N. J., Huang, T. M., Ma, J., Singh, H. S. H., Pan, N. Y., Zhang, D., Zeineldin, R. A., Futrega, M., Yuan, Y., Conte, G. M., Feng, X., Pham, Q. D., Xia, Y., Jiang, Z., Luu, H. M., Dobko, M., Carré, A., Tuchinov, B., Mohy-ud-Din, H., Alam, S., Singh, A., Shah, N., Wang, W., Sako, C., Bilello, M., Ghodasara, S., Mohan, S., Davatzikos, C., Calabrese, E., Rudie, J., Villanueva-Meyer, J., Cha, S., Hess, C., Mongan, J., Ingalhalikar, M., Jadhav, M., Pandey, U., Saini, J., Huang, R. Y., Chang, K., To, M. S., Bhardwaj, S., Chong, C., Agzarian, M., Kozubek, M., Lux, F., Michálek, J., Matula, P., Ker^kovský, M., Kopr^ivová, T., Dostál, M., Vybíhal, V., Pinho, M. C., Holcomb, J., Metz, M., Jain, R., Lee, M. D., Lui, Y. W., Tiwari, P., Verma, R., Bareja, R., Yadav, I., Chen, J., Kumar, N., Gusev, Y., Bhuvaneshwar, K., Sayah, A., Bencheqroun, C., Belouali, A., Madhavan, S., Colen, R. R., Kotrotsou, A., Vollmuth, P., Brugnara, G., Preetha, C. J., Sahm, F., Bendszus, M., Wick, W., Mahajan, A., Balaña, C., Capellades, J., Puig, J., Choi, Y. S., Lee, S. K., Chang, J. H., Ahn, S. S., Shaykh, H. F., Herrera-Trujillo, A., Trujillo, M., Escobar, W., Abello, A., Bernal, J., Gómez, J., LaMontagne, P., Marcus, D. S., Milchenko, M., Nazeri, A., Landman, B., Ramadass, K., Xu, K., Chotai, S., Chambless, L. B., Mistry, A., Thompson, R. C., Srinivasan, A., Bapuraj, J. R., Rao, A., Wang, N., Yoshiaki, O., Moritani, T., Turk, S., Lee, J., Prabhudesai, S., Garrett, J., Larson, M., Jeraj, R., Li, H., Weiss, T., Weller, M., Bink, A., Pouymayou, B., Sharma, S., Tseng, T. C., Adabi, S., Xavier Falcão, A., Martins, S. B., Teixeira, B. C. A., Sprenger, F., Menotti, D., Lucio, D. R., Niclou, S. P., Keunen, O., Hau, A. C., Pelaez, E., Franco-Maldonado, H., Loayza, F., Quevedo, S., McKinley, R., Slotboom, J., Radojewski, P., Meier, R., Wiest, R., Trenkler, J., Pichler, J., Necker, G., Haunschmidt, A., Meckel, S., Guevara, P., Torche, E., Mendoza, C., Vera, F., Ríos, E., López, E., Velastin, S. A., Choi, J., Baek, S., Kim, Y., Ismael, H., Allen, B., Buatti, J. M., Zampakis, P., Panagiotopoulos, V., Tsiganos, P., Alexiou, S., Haliassos, I., Zacharaki, E. I., Moustakas, K., Kalogeropoulou, C., Kardamakis, D. M., Luo, B., Poisson, L. M., Wen, N., Vallières, M., Loutfi, M. A. L., Fortin, D., Lepage, M., Morón, F., Mandel, J., Shukla, G., Liem, S., Alexandre, G. S., Lombardo, J., Palmer, J. D., Flanders, A. E., Dicker, A. P., Ogbole, G., Oyekunle, D., Odafe-Oyibotha, O., Osobu, B., Shu’aibu Hikima, M., Soneye, M., Dako, F., Dorcas, A., Murcia, D., Fu, E., Haas, R., Thompson, J. A., Ormond, D. R., Currie, S., Fatania, K., Frood, R., Simpson, A. L., Peoples, J. J., Hu, R., Cutler, D., Moraes, F. Y., Tran, A., Hamghalam, M., Boss, M. A., Gimpel, J., Kattil Veettil, D., Schmidt, K., Cimino, L., Price, C., Bialecki, B., Marella, S., Apgar, C., Jakab, A., Weber, M. A., Colak, E., Kleesiek, J., Freymann, J. B., Kirby, J. S., Maier-Hein, L., Albrecht, J., Mattson, P., Karargyris, A., Shah, P., Menze, B., Maier-Hein, K. & Bakas, S., 2025 Dec, In: Nature Communications. 16, 1, 6274.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    13   Link opens in a new tab Citations (Scopus)
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