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Journal Articles
- 2022
[j1]Daniela Ushizima, Yuheng Chen, Maryana Alegro, Dulce Ovando, Rana Eser
, WingHung Lee, Kinson Poon, Anubhav Shankar, Namrata Kantamneni, Shruti Satrawada, Edson Amaro Júnior, Helmut Heinsen, Duygu Tosun, Lea T. Grinberg:
Deep learning for Alzheimer's disease: Mapping large-scale histological tau protein for neuroimaging biomarker validation. NeuroImage 248: 118790 (2022)
Conference and Workshop Papers
- 2017
- [c2]Chris Holdgraf, Aaron Culich, Ariel Rokem, Fatma Deniz, Maryana Alegro, Daniela Ushizima:
Portable Learning Environments for Hands-On Computational Instruction: Using Container- and Cloud-Based Technology to Teach Data Science. PEARC 2017: 32:1-32:9 - 2016
- [c1]Maryana Alegro, Edson Amaro Júnior, Burlen Loring, Helmut Heinsen, Eduardo Alho, Lilla Zöllei, Daniela Ushizima, Lea T. Grinberg:
Multimodal Whole Brain Registration: MRI and High Resolution Histology. CVPR Workshops 2016: 634-642
Informal and Other Publications
- 2023
- [i3]Rahil Mehrizi, Arash Mehrjou, Maryana Alegro, Yi Zhao, Benedetta Carbone, Carl Fishwick, Johanna Vappiani, Jing Bi, Siobhan Sanford, Hakan Keles, Marcus Bantscheff, Cuong Nguyen, Patrick Schwab:
Multi-omics Prediction from High-content Cellular Imaging with Deep Learning. CoRR abs/2306.09391 (2023) - 2019
- [i2]Maryana Alegro, Eduardo J. L. Alho, Maria da Graça Morais Martin, Lea Tenenholz Grinberg, Helmut Heinsen, Roseli de Deus Lopes, Edson Amaro Jr., Lilla Zöllei:
Automating Whole Brain Histology to MRI Registration: Implementation of a Computational Pipeline. CoRR abs/1905.09339 (2019) - 2017
- [i1]Chris Holdgraf, Aaron Culich, Ariel Rokem, Fatma Deniz, Maryana Alegro, Daniela Ushizima:
Portable learning environments for hands-on computational instruction: Using container- and cloud-based technology to teach data science. CoRR abs/1703.04900 (2017)
Coauthor Index
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