Search Results - "V, Andrearczyk"

Concept attribution: Explaining CNN decisions to physicians by M, Graziani, V, Andrearczyk, S, Marchand-Maillet, H, Müller

“…Deep learning explainability is often reached by gradient-based approaches that attribute the network output to perturbations of the input pixels. However, the…”
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Why is the Winner the Best? by Reinke, A., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Aubreville, M., Baid, U., Bakas, S., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., De Bruijne, M., Depeursinge, A., Dorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ghatwary, N., Girard, G., Godau, P., Hansen, L., Heinrich, M., Heller, N., Hering, A., Huaulme, A., Kavur, A. E., Kozubek, M., Li, J., Li, H., Ma, J., Martin-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Radsch, T., Rafael-Patino, J., Bawa, V. Singh, Speidel, S., Sudre, C. H., Van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zimmerer, D., Brtingel, R., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Galdran, A., Faura, A. Garcia, Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kondo, S., Kuijf, H., Li, M., Luu, M., Martincic, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, S., Plotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Shephard, A., Shi, P., Stepec, D., Tochon, G., Urien, H., Vilaca, J. L., Wahid, K. A., Wang, J., Wang, L., Wang, X., Wodzinski, M., Xia, F., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Jager, P. F., Kopp-Schneider, A., Maier-Hein, L.

“…International benchmarking competitions have become fundamental for the comparative performance assessment of image analysis methods. However, little attention…”
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