Image Analysis, Computational Modelling and Geometry

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  1. 2023
  2. Published

    AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale

    Fu, C. H. Y., Erus, G., Fan, Y., Antoniades, M., Arnone, D., Arnott, S. R., Chen, T., Choi, K. S., Fatt, C. C., Frey, B. N., Frokjaer, V. G., Ganz, M., Garcia, J., Godlewska, B. R., Hassel, S., Ho, K., McIntosh, A. M., Qin, K., Rotzinger, S., Sacchet, M. D. & 29 others, Savitz, J., Shou, H., Singh, A., Stolicyn, A., Strigo, I., Strother, S. C., Tosun, D., Victor, T. A., Wei, D., Wise, T., Woodham, R. D., Zahn, R., Anderson, I. M., Deakin, J. F. W., Dunlop, B. W., Elliott, R., Gong, Q., Gotlib, I. H., Harmer, C. J., Kennedy, S. H., Knudsen, Gitte Moos, Mayberg, H. S., Paulus, M. P., Qiu, J., Trivedi, M. H., Whalley, H. C., Yan, C., Young, A. H. & Davatzikos, C., 23 Jan 2023, In: BMC Psychiatry. 23, 1, 18 p., 59.

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. Published

    Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis

    Schön, Julian Elisha, Selvan, Raghav, Nygård, L., Vogelius, Ivan R. & Petersen, Jens, 13 Jan 2023, arxiv.org.

    Research output: Working paper › Preprint › Research

  4. Published

    3D Ultrasound and MRI in Assessing Resection Margins during Tongue Cancer Surgery: A Research Protocol for a Clinical Diagnostic Accuracy Study

    Makouei, Fatemeh, Agander, T. K., tds797, tds797, Svendsen, M. B. S., Norling, R., Kaltoft, M., Hansen, Adam Espe, Rasmussen, Jacob Høygaard, Wessel, Irene & Todsen, Tobias, 2023, In: Journal of Imaging. 9, 9, 12 p., 174.

    Research output: Contribution to journal › Journal article › Research › peer-review

  5. Published

    A Function Space Perspective on Stochastic Shape Evolution

    Baker, Elizabeth Louise, Besnier, T. & Sommer, Stefan Horst, 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (eds.). Springer, p. 278-292 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13886 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  6. Published

    A Novel PLS2-Based Algorithm for Imputing Missing Values in Foodomics/Metabolomics Studies with multiple response variables

    Tashk, Ashkan, Engelsen, Søren Balling, Khakimov, Bekzod, Steenstrup Pedersen, Kim, Sørensen, Klavs Martin & Engstrøm, Ole-Christian Galbo, 2023.

    Research output: Contribution to conference › Poster › Research › peer-review

  7. Published

    A Practical Approach to Estimating the Effect of Synchrotron Radiation on Sperm Motility and Viability

    Lindhøj, M. B., Bonnin, A., Almstrup, K., Dyrby, T., Mokso, R. & Sporring, Jon, 2023, bioRxiv, 18 p.

    Research output: Working paper › Preprint › Research

  8. Published

    A machine learning approach for prediction of auditory brain stem response in patients after head-and-neck radiation therapy

    Amiri, S., Abdolali, F., Neshastehriz, A., Nikoofar, A., Farahani, S., Firoozabadi, L. A., Askarabad, Z. A. & Cheraghi, S., 2023, In: Journal of Cancer Research and Therapeutics. 19, 5, p. 1219-1225 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. Published

    Acquisition and usage of robotic surgical data for machine learning analysis

    Hashemi, N., Svendsen, M. B. S., Bjerrum, F., Rasmussen, S., xgz472, xgz472 & Friis, M. L., 2023, In: Surgical Endoscopy. 37, 8, p. 6588-6601 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  10. Published

    Active Transfer Learning for 3D Hippocampus Segmentation

    Wu, J., Kang, Z., Llambias, Sebastian Nørgaard, Mehdipour Ghazi, Mostafa & Nielsen, Mads, 2023, Medical Image Learning with Limited and Noisy Data - 2nd International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Proceedings. Xue, Z., Antani, S., Zamzmi, G., Yang, F., Rajaraman, S., Liang, Z., Huang, S. X. & Linguraru, M. G. (eds.). Springer, p. 224-234 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14307 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  11. Published

    An Analysis of Spatial-Spectral Dependence in Hyperspectral Autoencoders

    Laprade, W. M., Westergaard, Jesper Cairo, Nielsen, J., Nielsen, Mads & Dahl, A. B., 2023, Image Analysis - 23rd Scandinavian Conference, SCIA 2023, Proceedings. Gade, R., Felsberg, M. & Kämäräinen, J-K. (eds.). Springer, p. 191-202 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13886 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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