Publications of Lea Gigou

Kepesidis, K.; Jacob , P.; Schweinberger, W.; Huber, M.; Feiler , N.; Fleischmann, F.; Trubetskov, M. K.; Voronina, L.; Aschauer, J.; Eissa , T. et al.; Gigou, L.; Karandusovsky, P.; Pupeza, I.; Weigel, A.; Azzeer, A.; Stief, C. G.; Chaloupka, M.; Reinmuth, N.; Behr, J.; Kolben, T.; Harbeck, N.; Reiser, M.; Krausz, F.; Zigman, M.: Electric-Field Molecular Fingerprinting to Probe Cancer. ACS Central Science 11, pp. 560 - 573 (2025)

Wegner, C.; Zarandy , Z. I.; Feiler , N.; Gigou, L.; Halenke , T.; Leopold-Kerschbaumer , N.; Krusche, M.; Skibicka, W.; Kepesidis, K.: Toward Informative Representations of Blood-Based Infrared Spectra via Unsupervised Deep Learning. Journal of Biophotonics 2025, e70011 (2025)

Kepesidis, K.; Stoleriu, M.-G.; Feiler, N.; Gigou, L.; Fleischmann, F.; Aschauer, J.; Eiselen, S.; Koch, I.; Reinmuth, N.; Tufman, A. et al.; Behr, J.; Zigman, M.: Assessing lung cancer progression and survival with infrared spectroscopy of blood serum. BMC Medicine 23, 101 (2025)

Gigou, L.; Kepesidis, K.; Krausz, F.: Towards Precision Medicine with Infrared Molecular Profiles: Identifying and Explaining Subgroups. In: Artificial Intelligence in Medicine, pp. 176 - 180 (Eds. Bellazzi, R.; Juarez Herrero, J. M.; Sacchi, L.; Zupan, B.). Artificial Intelligence in Medicine AIME 2025, Pavia, Italy, June 23, 2025 - June 26, 2025. Springer, Cham (2025)

Kepesidis, K.; Zarandy , Z. I.; Nemeth , F. B.; Gigou, L.; Zigman, M.; Krausz, F.: Integration of Infrared Molecular Fingerprinting Data in a Longitudinal Health Profiling Cohort. In: Artificial Intelligence in Medicine Part I, Vol. 1, pp. 180 - 190 (Eds. Bellazzi, R.; Juarez Herrero, J. M.; Sacchi, L.). 23rd International Conference on Artificial Intelligence in Medicine AIME 2025, Pavia, ITALY, June 23, 2025 - June 26, 2025. Springer (2025)

Gigou, L.: Effects of covariates in infrared molecular fingerprinting for cancer detection. Master, Ludwig Maximilians Universität, München (2023)