Sebastian Berisha, Ph.D.
Affiliations: | 2014 | Math and Computer Science | Emory University, Atlanta, GA |
Area:
Mathematics, Computer Science, Applied Mathematics, Astronomy and AstrophysicsGoogle:
"Sebastian Berisha"Parents
Sign in to add mentor| James G. Nagy | grad student | 2014 | Emory | |
| (Inverse Problems in Hyperspectral Imaging.) | ||||
| David Mayerich | post-doc | University of Houston (Neurotree) | ||
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Publications
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| Reihanisaransari R, Gajjela CC, Wu X, et al. (2024) Rapid hyperspectral photothermal mid-infrared spectroscopic imaging from sparse data for gynecologic cancer tissue subtyping. Arxiv |
| Gajjela CC, Brun M, Mankar R, et al. (2023) Leveraging mid-infrared spectroscopic imaging and deep learning for tissue subtype classification in ovarian cancer. The Analyst |
| Mankar R, Bueso-Ramos CE, Yin CC, et al. (2019) Automated osteosclerosis grading of clinical biopsies using infrared spectroscopic imaging. Analytical Chemistry |
| Lotfollahi M, Berisha S, Saadatifard L, et al. (2019) Three-dimensional GPU-accelerated active contours for automated localization of cells in large images. Plos One. 14: e0215843 |
| Lotfollahi M, Berisha S, Daeinejad D, et al. (2019) Digital Staining of High-Definition Fourier Transform Infrared (FT-IR) Images Using Deep Learning. Applied Spectroscopy. 3702818819857 |
| Berisha S, Lotfollahi M, Jahanipour J, et al. (2019) Deep learning for FTIR histology: leveraging spatial and spectral features with convolutional neural networks. The Analyst |
| Ran S, Berisha S, Mankar R, et al. (2018) Mitigating fringing in discrete frequency infrared imaging using time-delayed integration. Biomedical Optics Express. 9: 832-843 |
| Berisha S, van Dijk T, Bhargava R, et al. (2017) BIM-Sim: Interactive Simulation of Broadband Imaging Using Mie Theory. Frontiers in Physics. 5 |
| Berisha S, Chang S, Saki S, et al. (2016) SIproc: an open-source biomedical data processing platform for large hyperspectral images. The Analyst |
| Contijoch F, Han Y, Hansen M, et al. (2015) Continuous adaptive radial sampling of k-space from real-time physiologic feedback in MRI Journal of Cardiovascular Magnetic Resonance. 1-2 |