Astaraki M - Search Results

1

Prior-aware autoencoders for lung pathology segmentation.

Astaraki M, Smedby Ö, Wang C. Astaraki M, et al. Med Image Anal. 2022 Aug;80:102491. doi: 10.1016/j.media.2022.102491. Epub 2022 May 25. Med Image Anal. 2022. PMID: 35653902 Free article.

2

Early survival prediction in non-small cell lung cancer from PET/CT images using an intra-tumor partitioning method.

Astaraki M, Wang C, Buizza G, Toma-Dasu I, Lazzeroni M, Smedby Ö. Astaraki M, et al. Phys Med. 2019 Apr;60:58-65. doi: 10.1016/j.ejmp.2019.03.024. Epub 2019 Mar 27. Phys Med. 2019. PMID: 31000087

3

Benign-malignant pulmonary nodule classification in low-dose CT with convolutional features.

Astaraki M, Zakko Y, Toma Dasu I, Smedby Ö, Wang C. Astaraki M, et al. Phys Med. 2021 Mar;83:146-153. doi: 10.1016/j.ejmp.2021.03.013. Epub 2021 Mar 25. Phys Med. 2021. PMID: 33774339 Free article.

4

A Comparative Study of Radiomics and Deep-Learning Based Methods for Pulmonary Nodule Malignancy Prediction in Low Dose CT Images.

Astaraki M, Yang G, Zakko Y, Toma-Dasu I, Smedby Ö, Wang C. Astaraki M, et al. Front Oncol. 2021 Dec 17;11:737368. doi: 10.3389/fonc.2021.737368. eCollection 2021. Front Oncol. 2021. PMID: 34976794 Free PMC article.

5

Spherical Convolutional Neural Networks for Survival Rate Prediction in Cancer Patients.

Sinzinger F, Astaraki M, Smedby Ö, Moreno R. Sinzinger F, et al. Among authors: astaraki m. Front Oncol. 2022 Apr 27;12:870457. doi: 10.3389/fonc.2022.870457. eCollection 2022. Front Oncol. 2022. PMID: 35574400 Free PMC article.

6

Evaluation of localized region-based segmentation algorithms for CT-based delineation of organs at risk in radiotherapy.

Astaraki M, Severgnini M, Milan V, Schiattarella A, Ciriello F, de Denaro M, Beorchia A, Aslian H. Astaraki M, et al. Phys Imaging Radiat Oncol. 2018 Mar 5;5:52-57. doi: 10.1016/j.phro.2018.02.003. eCollection 2018 Jan. Phys Imaging Radiat Oncol. 2018. PMID: 33458369 Free PMC article.

7

CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?

Häger W, Lazzeroni M, Astaraki M, Toma-Daşu I. Häger W, et al. Among authors: astaraki m. Adv Radiat Oncol. 2022 May 5;7(5):100987. doi: 10.1016/j.adro.2022.100987. eCollection 2022 Sep-Oct. Adv Radiat Oncol. 2022. PMID: 35665308 Free PMC article.

8

Overall survival prediction for high-grade glioma patients using mathematical modeling of tumor cell infiltration.

Häger W, Toma-Dașu I, Astaraki M, Lazzeroni M. Häger W, et al. Among authors: astaraki m. Phys Med. 2023 Sep;113:102669. doi: 10.1016/j.ejmp.2023.102669. Epub 2023 Aug 19. Phys Med. 2023. PMID: 37603907

9

Radiomics and deep learning models for glioblastoma treatment outcome prediction based on tumor invasion modeling.

Astaraki M, Häger W, Lazzeroni M, Toma-Dasu I. Astaraki M, et al. Phys Med. 2025 Jan;129:104881. doi: 10.1016/j.ejmp.2024.104881. Epub 2024 Dec 25. Phys Med. 2025. PMID: 39724784 Free article.

10

EMG-based facial gesture recognition through versatile elliptic basis function neural network.

Hamedi M, Salleh ShH, Astaraki M, Noor AM. Hamedi M, et al. Among authors: astaraki m. Biomed Eng Online. 2013 Jul 17;12:73. doi: 10.1186/1475-925X-12-73. Biomed Eng Online. 2013. PMID: 23866903 Free PMC article.

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