Items where Author is "Moustakidis, S"

SIOURAS, A., MOUSTAKIDIS, S., CHALATSIS, G., BOHORAN, T.A., HANTES, M., VLYCHOU, M., TASOULIS, S., GIANNAKIDIS, A. and TSAOPOULOS, D., 2024. Economical hybrid novelty detection leveraging global aleatoric semantic uncertainty for enhanced MRI-based ACL tear diagnosis. Computerized Medical Imaging and Graphics: 102424. ISSN 0895-6111

BOHORAN, T.A., KAMPAKTSIS, P.N., MCLAUGHLIN, L., LEB, J., MOUSTAKIDIS, S., MCCANN, G.P. and GIANNAKIDIS, A., 2024. Embracing uncertainty flexibility: harnessing a supervised tree kernel to empower ensemble modelling for 2D echocardiography-based prediction of right ventricular volume. In: W. OSTEN, ed., Proceedings of SPIE: Sixteenth International Conference on Machine Vision (ICMV 2023). Bellingham, Washington: SPIE. ISBN 9781510674622

KAMPAKTSIS, P.N., BOHORAN, T.A., LEBEHN, M., MCLAUGHLIN, L., LEB, J., LIU, Z., MOUSTAKIDIS, S., SIOURAS, A., SINGH, A., HAHN, R.T., MCCANN, G.P. and GIANNAKIDIS, A., 2024. An attention‐based deep learning method for right ventricular quantification using 2D echocardiography: feasibility and accuracy. Echocardiography, 41 (1): e15719. ISSN 0742-2822

BOHORAN, T.A., KAMPAKTSIS, P.N., MCLAUGHLIN, L., LEB, J., MOUSTAKIDIS, S., MCCANN, G.P. and GIANNAKIDIS, A., 2023. Right ventricular volume prediction by feature tokenizer transformer-based regression of 2D echocardiography small-scale tabular data. In: O. BERNARD, P. CLARYSSE, N. DUCHATEAU, J. OHAYON and M. VIALLON, eds., Functional imaging and modeling of the heart: 12th International Conference, FIMH 2023, Lyon, France, June 19–22, 2023, proceedings. Cham: Springer, pp. 292-300. ISBN 9783031353017

SIOURAS, A., MOUSTAKIDIS, S., GIANNAKIDIS, A., CHALATSIS, G., MALIZOS, K.N., HANTES, M., TASOULIS, S. and TSAOPOULOS, D., 2022. Automated recognition of healthy anterior cruciate ligament in sagittal MR images using lightweight deep learning. In: 2022 13th International Conference on Information, Intelligence, Systems and Applications (IISA). IEEE. ISBN 9781665463911

SIOURAS, A., MOUSTAKIDIS, S., GIANNAKIDIS, A., CHALATSIS, G., LIAMPAS, I., VLYCHOU, M., HANTES, M., TASOULIS, S. and TSAOPOULOS, D., 2022. Knee injury detection using deep learning on MRI studies: a systematic review. Diagnostics, 12 (2): 537. ISSN 2075-4418