SPH-Data Sciences in Precision

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  • 2023

    Artificial intelligence in mental healthcare: an overview and future perspectives

    Jin, K. W., Li, Q., Xie, Y. & Xiao, G., Oct 2023, In: British Journal of Radiology. 96, 1150, 20230213.

    Research output: Contribution to journalReview articlepeer-review

    4 Scopus citations
  • Deep learning in digital pathology for personalized treatment plans of cancer patients

    Wen, Z., Wang, S., Yang, D. M., Xie, Y., Chen, M., Bishop, J. & Xiao, G., Mar 2023, In: Seminars in Diagnostic Pathology. 40, 2, p. 109-119 11 p.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    10 Scopus citations
  • Discontinuation and reduction of asthma medications after metabolic and bariatric surgery: A systematic review and meta-analysis

    Xie, L., Chandrasekhar, A., DeSantis, S. M., Almandoz, J. P., de la Cruz-Muñoz, N. & Messiah, S. E., Feb 2023, In: Obesity Reviews. 24, 2, e13527.

    Research output: Contribution to journalReview articlepeer-review

    8 Scopus citations
  • T-Cell Receptor Repertoire Sequencing in the Era of Cancer Immunotherapy

    Frank, M. L., Lu, K., Erdogan, C., Han, Y., Hu, J., Wang, T., Heymach, J. V., Zhang, J. & Reuben, A., Mar 15 2023, In: Clinical Cancer Research. 29, 6, p. 994-1008 15 p.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    16 Scopus citations
  • 2022

    A Survey of Statistical Methods for Microbiome Data Analysis

    Lutz, K. C., Jiang, S., Neugent, M. L., De Nisco, N. J., Zhan, X. & Li, Q., Jun 14 2022, In: Frontiers in Applied Mathematics and Statistics. 8, 884810.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    6 Scopus citations
  • Long-term physical, mental and social health effects of COVID-19 in the pediatric population: a scoping review

    Borel, M., Xie, L., Kapera, O., Mihalcea, A., Kahn, J. & Messiah, S. E., Mar 2022, In: World Journal of Pediatrics. 18, 3, p. 149-159 11 p.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    22 Scopus citations
  • 2021

    A comparative study of multiple instance learning methods for cancer detection using T-cell receptor sequences

    Xiong, D., Zhang, Z., Wang, T. & Wang, X., Jan 2021, In: Computational and Structural Biotechnology Journal. 19, p. 3255-3268 14 p.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    18 Scopus citations
  • A comparison of hypothesis tests for homogeneity in meta-analysis with focus on rare binary events

    Zhang, C., Wang, X., Chen, M. & Wang, T., Jul 2021, In: Research Synthesis Methods. 12, 4, p. 408-428 21 p.

    Research output: Contribution to journalReview articlepeer-review

    7 Scopus citations
  • Open Access
    31 Scopus citations
  • Spatial molecular profiling: Platforms, applications and analysis tools

    Zhang, M., Sheffield, T., Zhan, X., Li, Q., Yang, D. M., Wang, Y., Wang, S., Xie, Y., Wang, T. & Xiao, G., May 1 2021, In: Briefings in Bioinformatics. 22, 3, bbaa145.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    22 Scopus citations
  • 2019

    Artificial intelligence in lung cancer pathology image analysis

    Wang, S., Yang, D. M., Rong, R., Zhan, X., Fujimoto, J., Liu, H., Minna, J., Wistuba, I. I., Xie, Y. & Xiao, G., Nov 2019, In: Cancers. 11, 11, 1673.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    173 Scopus citations
  • Pathology Image Analysis Using Segmentation Deep Learning Algorithms

    Wang, S., Yang, D. M., Rong, R., Zhan, X. & Xiao, G., Sep 2019, In: American Journal of Pathology. 189, 9, p. 1686-1698 13 p.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    245 Scopus citations
  • 2015

    A global reference for human genetic variation

    Auton, A., Abecasis, G. R., Altshuler, D. M., Durbin, R. M., Bentley, D. R., Chakravarti, A., Clark, A. G., Donnelly, P., Eichler, E. E., Flicek, P., Gabriel, S. B., Gibbs, R. A., Green, E. D., Hurles, M. E., Knoppers, B. M., Korbel, J. O., Lander, E. S., Lee, C., Lehrach, H. & Mardis, E. R. & 457 others, Marth, G. T., McVean, G. A., Nickerson, D. A., Schmidt, J. P., Sherry, S. T., Wang, J., Wilson, R. K., Boerwinkle, E., Doddapaneni, H., Han, Y., Korchina, V., Kovar, C., Lee, S., Muzny, D., Reid, J. G., Zhu, Y., Chang, Y., Feng, Q., Fang, X., Guo, X., Jian, M., Jiang, H., Jin, X., Lan, T., Li, G., Li, J., Li, Y., Liu, S., Liu, X., Lu, Y., Ma, X., Tang, M., Wang, B., Wang, G., Wu, H., Wu, R., Xu, X., Yin, Y., Zhang, D., Zhang, W., Zhao, J., Zhao, M., Zheng, X., Gupta, N., Gharani, N., Toji, L. H., Gerry, N. P., Resch, A. M., Barker, J., Clarke, L., Gil, L., Hunt, S. E., Kelman, G., Kulesha, E., Leinonen, R., McLaren, W. M., Radhakrishnan, R., Roa, A., Smirnov, D., Smith, R. E., Streeter, I., Thormann, A., Toneva, I., Vaughan, B., Zheng-Bradley, X., Grocock, R., Humphray, S., James, T., Kingsbury, Z., Sudbrak, R., Albrecht, M. W., Amstislavskiy, V. S., Borodina, T. A., Lienhard, M., Mertes, F., Sultan, M., Timmermann, B., Yaspo, M. L., Fulton, L., Ananiev, V., Belaia, Z., Beloslyudtsev, D., Bouk, N., Chen, C., Church, D., Cohen, R., Cook, C., Garner, J., Hefferon, T., Kimelman, M., Liu, C., Lopez, J., Meric, P., O'Sullivan, C., Ostapchuk, Y., Phan, L., Ponomarov, S., Schneider, V., Shekhtman, E., Sirotkin, K., Slotta, D., Zhang, H., Balasubramaniam, S., Burton, J., Danecek, P., Keane, T. M., Kolb-Kokocinski, A., McCarthy, S., Stalker, J., Quail, M., Davies, C. J., Gollub, J., Webster, T., Wong, B., Zhan, Y., Campbell, C. L., Kong, Y., Marcketta, A., Yu, F., Antunes, L., Bainbridge, M., Sabo, A., Huang, Z., Coin, L. J. M., Fang, L., Li, Q., Li, Z., Lin, H., Liu, B., Luo, R., Shao, H., Xie, Y., Ye, C., Yu, C., Zhang, F., Zheng, H., Zhu, H., Alkan, C., Dal, E., Kahveci, F., Garrison, E. P., Kural, D., Lee, W. P., Leong, W. F., Stromberg, M., Ward, A. N., Wu, J., Zhang, M., Daly, M. J., DePristo, M. A., Handsaker, R. E., Banks, E., Bhatia, G., Del Angel, G., Genovese, G., Li, H., Kashin, S., McCarroll, S. A., Nemesh, J. C., Poplin, R. E., Yoon, S. C., Lihm, J., Makarov, V., Gottipati, S., Keinan, A., Rodriguez-Flores, J. L., Rausch, T., Fritz, M. H., Stütz, A. M., Beal, K., Datta, A., Herrero, J., Ritchie, G. R. S., Zerbino, D., Sabeti, P. C., Shlyakhter, I., Schaffner, S. F., Vitti, J., Cooper, D. N., Ball, E. V., Stenson, P. D., Barnes, B., Bauer, M., Cheetham, R. K., Cox, A., Eberle, M., Kahn, S., Murray, L., Peden, J., Shaw, R., Kenny, E. E., Batzer, M. A., Konkel, M. K., Walker, J. A., MacArthur, D. G., Lek, M., Herwig, R., Ding, L., Koboldt, D. C., Larson, D., Ye, K., Gravel, S., Swaroop, A., Chew, E., Lappalainen, T., Erlich, Y., Gymrek, M., Willems, T. F., Simpson, J. T., Shriver, M. D., Rosenfeld, J. A., Bustamante, C. D., Montgomery, S. B., De La Vega, F. M., Byrnes, J. K., Carroll, A. W., DeGorter, M. K., Lacroute, P., Maples, B. K., Martin, A. R., Moreno-Estrada, A., Shringarpure, S. S., Zakharia, F., Halperin, E., Baran, Y., Cerveira, E., Hwang, J., Malhotra, A., Plewczynski, D., Radew, K., Romanovitch, M., Zhang, C., Hyland, F. C. L., Craig, D. W., Christoforides, A., Homer, N., Izatt, T., Kurdoglu, A. A., Sinari, S. A., Squire, K., Xiao, C., Sebat, J., Antaki, D., Gujral, M., Noor, A., Ye, K., Burchard, E. G., Hernandez, R. D., Gignoux, C. R., Haussler, D., Katzman, S. J., Kent, W. J., Howie, B., Ruiz-Linares, A., Dermitzakis, E. T., Devine, S. E., Kang, H. M., Kidd, J. M., Blackwell, T., Caron, S., Chen, W., Emery, S., Fritsche, L., Fuchsberger, C., Jun, G., Li, B., Lyons, R., Scheller, C., Sidore, C., Song, S., Sliwerska, E., Taliun, D., Tan, A., Welch, R., Wing, M. K., Zhan, X., Awadalla, P., Hodgkinson, A., Li, Y., Shi, X., Quitadamo, A., Lunter, G., Marchini, J. L., Myers, S., Churchhouse, C., Delaneau, O., Gupta-Hinch, A., Kretzschmar, W., Iqbal, Z., Mathieson, I., Menelaou, A., Rimmer, A., Xifara, D. K., Oleksyk, T. K., Fu, Y., Liu, X., Xiong, M., Jorde, L., Witherspoon, D., Xing, J., Browning, B. L., Browning, S. R., Hormozdiari, F., Sudmant, P. H., Khurana, E., Tyler-Smith, C., Albers, C. A., Ayub, Q., Chen, Y., Colonna, V., Jostins, L., Walter, K., Xue, Y., Gerstein, M. B., Abyzov, A., Balasubramanian, S., Chen, J., Clarke, D., Fu, Y., Harmanci, A. O., Jin, M., Lee, D., Liu, J., Mu, X. J., Zhang, J., Zhang, Y., Hartl, C., Shakir, K., Degenhardt, J., Meiers, S., Raeder, B., Casale, F. P., Stegle, O., Lameijer, E. W., Hall, I., Bafna, V., Michaelson, J., Gardner, E. J., Mills, R. E., Dayama, G., Chen, K., Fan, X., Chong, Z., Chen, T., Chaisson, M. J., Huddleston, J., Malig, M., Nelson, B. J., Parrish, N. F., Blackburne, B., Lindsay, S. J., Ning, Z., Zhang, Y., Lam, H., Sisu, C., Challis, D., Evani, U. S., Lu, J., Nagaswamy, U., Yu, J., Li, W., Habegger, L., Yu, H., Cunningham, F., Dunham, I., Lage, K., Jespersen, J. B., Horn, H., Kim, D., Desalle, R., Narechania, A., Sayres, M. A. W., Mendez, F. L., Poznik, G. D., Underhill, P. A., Mittelman, D., Banerjee, R., Cerezo, M., Fitzgerald, T. W., Louzada, S., Massaia, A., Yang, F., Kalra, D., Hale, W., Dan, X., Barnes, K. C., Beiswanger, C., Cai, H., Cao, H., Henn, B., Jones, D., Kaye, J. S., Kent, A., Kerasidou, A., Mathias, R., Ossorio, P. N., Parker, M., Rotimi, C. N., Royal, C. D., Sandoval, K., Su, Y., Tian, Z., Tishkoff, S., Via, M., Wang, Y., Yang, H., Yang, L., Zhu, J., Bodmer, W., Bedoya, G., Cai, Z., Gao, Y., Chu, J., Peltonen, L., Garcia-Montero, A., Orfao, A., Dutil, J., Martinez-Cruzado, J. C., Mathias, R. A., Hennis, A., Watson, H., McKenzie, C., Qadri, F., LaRocque, R., Deng, X., Asogun, D., Folarin, O., Happi, C., Omoniwa, O., Stremlau, M., Tariyal, R., Jallow, M., Joof, F. S., Corrah, T., Rockett, K., Kwiatkowski, D., Kooner, J., Hien, T. T., Dunstan, S. J., ThuyHang, N., Fonnie, R., Garry, R., Kanneh, L., Moses, L., Schieffelin, J., Grant, D. S., Gallo, C., Poletti, G., Saleheen, D., Rasheed, A., Brooks, L. D., Felsenfeld, A. L., McEwen, J. E., Vaydylevich, Y., Duncanson, A., Dunn, M. & Schloss, J. A., Sep 30 2015, In: Nature. 526, 7571, p. 68-74 7 p.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    10792 Scopus citations