Revisiting the tumorigenesis timeline with a data-driven generative model
Kamel Lahouel, Laurent Younes, Ludmila Danilova, Francis M. Giardiello, Ralph H. Hruban, John Groopman, Kenneth W. Kinzler, Bert Vogelstein, Donald Geman, and Cristian Tomasetti. Proceedings of the National Academy of Sciences 117, no. 2 (2020): 857-864.
Coarse-to-fine multiple testing strategies
Kamel Lahouel, Donald Geman, and Laurent Younes. Electronic Journal of Statistics 13, no. 1 (2019): 1292-1328.
Feasibility of blood testing combined with PET-CT to screen for cancer and guide intervention
Lennon, Anne Marie, Adam H. Buchanan, Isaac Kinde, Andrew Warren, Ashley Honushefsky, Ariella T. Cohain, David H. Ledbetter, Kamel Lahouel et al. Science 369, no. 6499 (2020): eabb9601.
Supervised mutational signatures for obesity and other tissue-specific etiological factors in cancerAfsari, Bahman, Albert Kuo, YiFan Zhang, Lu Li, Kamel Lahouel, Ludmila Danilova, Alexander Favorov et al. Elife 10 (2021): e61082.
Non-adaptive policies for 20 questions target localization
Variani, Ehsan, Kamel Lahouel, Avner Bar-Hen, and Bruno Jedynak. In 2015 IEEE International Symposium on Information Theory (ISIT), pp. 775-778. IEEE, 2015.