Research output per year
Research output per year
Personal profile
Biography
Homay Danaei Mehr holds both a bachelor's and a master's degree in computer engineering. Following her professional experience in the software engineering industry, she developed a strong interest in machine learning, which served as the impetus for pursuing her master's degree and subsequently embarking on her Ph.D. aspirations.
Her research interests are medical image analysis, biomedical, as well as machine learning and deep learning.
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Collaborations and top research areas from the last five years
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AI in neuro-oncology: predicting EGFR amplification in glioblastoma from Whole Slide Images using Weakly Supervised Deep Learning
Danaei Mehr, H., Noorani, I., Rana, P., Di Ieva, A. & Liu, S., 2024, Artificial Intelligence in Medicine: 22nd International Conference, AIME 2024 Proceedings, Part II. Finkelstein, J., Moskovitch, R. & Parimbelli, E. (eds.). Switzerland: Springer, Springer Nature, p. 21-29 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14845 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Weakly supervised deep learning image analysis can differentiate melanoma from naevi on haematoxylin and eosin-stained histopathology slides
Maher, N. G., Danaei Mehr, H., Cong, C., Adegoke, N. A., Vergara, I. A., Liu, S. & Scolyer, R. A., Dec 2024, In: Journal of the European Academy of Dermatology and Venereology. 38, 12, p. 2250-2258 9 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Diagnosis of polycystic ovary syndrome through different machine learning and feature selection techniques
Danaei Mehr, H. & Polat, H., Jan 2022, In: Health and Technology. 12, p. 137-150 14 p.Research output: Contribution to journal › Article › peer-review
61 Citations (Scopus) -
Investigation of some machine learning algorithms in fish age classification
Benzer, S., Hassanbaki Garabaghi, F., Danaei Mehr, H. & Benzer, R., Jan 2022, In: Fisheries Research. 245, p. 1-6 6 p., 106151.Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus) -
Classification of pulmonary CT images by using hybrid 3D-deep convolutional neural network architecture
Polat, H. & Danaei Mehr, H., 6 Mar 2019, In: Applied Sciences (Switzerland). 9, 5, p. 1-15 15 p., 940.Research output: Contribution to journal › Article › peer-review
Open AccessFile106 Citations (Scopus)92 Downloads (Pure)