Publications
Journal Articles
Patents
- L.E. Givon, L.J. Mariano, A. Schneider, J. Irvine. Deep
learning architecture for cognitive examination subscore
trajectory prediction in Alzheimer's Disease
January 26, 2021. USPTO: US10898125
Technical Reports
- L.E. Givon, A.A. Lazar. Generating
an Executable Model of the Drosophila Central Complex
Neurokernel Request for Comments, Neurokernel RFC #6,
May 2016. DOI: 10.1101/051318
- L.E. Givon, A.A. Lazar. NeuroArch: A Graph dB for Querying and Executing Fruit Fly Brain Circuits
Neurokernel Request for Comments, Neurokernel RFC #5, December
2015. DOI: 10.5281/zenodo.44225
- L.E. Givon, A.A. Lazar. Neurokernel: An Open Source Platform for Emulating the Fruit Fly Brain
Neurokernel Request for Comments, Neurokernel RFC #4, October
2015. DOI: 10.5281/zenodo.31947
- L.E. Givon, A.A. Lazar. Neurokernel: An Open Scalable Software Framework for Emulation and Validation of Drosophila Brain Models on Multiple GPUs
Neurokernel Request for Comments, Neurokernel RFC #1, February
2014. DOI: 10.5281/zenodo.11815
Conference Presentations & Posters
- L.E. Givon, C.A. Parmar, G.O. Cula, W. Schultz, P.
Branigan, A. Stojmirovic, L.R. Ghanem, K. Standish.
High
Performance Estimation of Geboes Score in Ulcerative Colitis
Using Multi-Instance Learning and Foundational
Models.
Digestive Disease Week 2024, Washington, D.C. USA, May
18-21, 2024.
- L.E. Givon, C.A. Parmar, G.O. Cula, W. Schultz, P.
Branigan, A. Stojmirovic, L.R. Ghanem, D. Richards, T.C.
Freeman, K. Standish.
High
Identification and Ranking of Gene Module Association with
Histologic Features in Ulcerative Colitis.
Digestive Disease Week 2024, Washington, D.C. USA, May
18-21, 2024.
- L.E. Givon, L.J. Mariano, D. O'Dowd, J.M. Irvine, A.R.
Schneider, the Alzheimer's Disease Neuroimaging Initiative.
Cognitive Subscore Trajectory Prediction in Alzheimer's Disease.
BioImage Informatics Conference 2017, Banff, Canada, September 19-21, 2017.
Conference on Machine Intelligence in Medical Imaging 2017,
Baltimore, MD, September 26-27, 2017.
Preprint: arXiv:1706.08491
- L.E. Givon, A.A. Lazar, K. Psychas, N.H. Ukani, C.-H Yeh, Y. Zhou.
Neurokernel: Building an In Silico Fruit Fly Brain.
IEEE EMBS BRAIN Grand Challenges Conference, IEEE, November 2014.
- L.E. Givon, A.A. Lazar, N.H. Ukani.
Neuroarch: A Graph-Based Platform for Constructing and Querying Models of the Fruit Fly Brain Architecture
Frontiers in Neuroinformatics, Number 42, August 2014, Leiden, The Netherlands. DOI: 10.3389/conf.fninf.2014.18.00042
- D.S. Chevitarese, L.E. Givon, A.A. Lazar, M. Vellasco. CircuitML: A Modular Language for Modeling Local Processing Units in the Drosophila Brain. Neuroinformatics 2013, August 27-29, 2013, Stockholm, Sweden. DOI: 10.3389/conf.fninf.2013.09.00011
- L.E. Givon, A.A. Lazar. Neurokernel: An Open Architecture for Massively Parallel Emulation of Drosophila Brain Models on Multiple GPUs. Computational Neuroscience Meeting 2012, July 21-24, 2012, Atlanta/Decatur, GA. DOI: 10.1186/1471-2202-13-S1-P99
