• 202
    Citations
20122023

Research activity per year

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  • A Client-Server Deep Federated Learning for Cross-Domain Surgical Image Segmentation

    Subedi, R., Gaire, R. R., Ali, S., Nguyen, A., Stoyanov, D. & Bhattarai, B., 1 Oct 2023, Data Engineering in Medical Imaging: First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Bhattarai, B., Ali, S., Rau, A., Nguyen, A., Namburete, A., Caramalau, R. & Stoyanov, D. (eds.). Cham: Springer , p. 21-33 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14314 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingPublished conference contribution

  • Improving Medical Image Classification in Noisy Labels Using only Self-supervised Pretraining

    Khanal, B., Bhattarai, B., Khanal, B. & Linte, C. A., 1 Oct 2023, DEMI 2023: Data Engineering in Medical Imaging. Bhattarai, B., Ali, S., Rau, A., Nguyen, A., Namburete, A., Caramalau, R. & Stoyanov, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 78-90 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14314 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingPublished conference contribution

  • Task-Guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy

    Rau, A., Bhattarai, B., Agapito, L. & Stoyanov, D., 1 Oct 2023, Data Engineering in Medical Imaging: First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Bhattarai, B., Ali, S., Rau, A., Nguyen, A., Namburete, A., Caramalau, R. & Stoyanov, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 111-122 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14314 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingPublished conference contribution

  • CholecTriplet2022: Show me a tool and tell me the triplet — An endoscopic vision challenge for surgical action triplet detection

    Nwoye, C. I., Yu, T., Sharma, S., Murali, A., Alapatt, D., Vardazaryan, A., Yuan, K., Hajek, J., Reiter, W., Yamlahi, A., Smidt, F. H., Zou, X., Zheng, G., Oliveira, B., Torres, H. R., Kondo, S., Kasai, S., Holm, F., Özsoy, E., Gui, S., & 29 othersLi, H., Raviteja, S., Sathish, R., Poudel, P., Bhattarai, B., Wang, Z., Rui, G., Schellenberg, M., Vilaça, J. L., Czempiel, T., Wang, Z., Sheet, D., Thapa, S. K., Berniker, M., Godau, P., Morais, P., Regmi, S., Tran, T. N., Fonseca, J., Nölke, J. H., Lima, E., Vazquez, E., Maier-Hein, L., Navab, N., Mascagni, P., Seeliger, B., Gonzalez, C., Mutter, D. & Padoy, N., Oct 2023, In: Medical Image Analysis. 89, 21 p., 102888.

    Research output: Contribution to journalShort surveypeer-review

    2 Citations (Scopus)
  • Preface DEMI 2023: Data Engineering in Medical Imaging

    Bhattarai, B., Ali, S., Rau, A., Nguyen, A., Namburete, A., Caramalau, R. & Stoyanov, D., Oct 2023, Data Engineering in Medical Imaging: First MICCAI Workshop, DEMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Springer , p. v 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14314).

    Research output: Chapter in Book/Report/Conference proceedingPublished conference contribution