Integrating deep learning with microfluidics for biophysical classification of sickle red blood cells adhered to laminin N Praljak, S Iram, U Goreke, G Singh, A Hill, UA Gurkan, M Hinczewski PLOS Computational Biology 17 (11), e1008946, 2021 | 20* | 2021 |
Deep-learning-based design of synthetic orthologs of SH3 signaling domains X Lian, N Praljak, SK Subramanian, S Wasinger, R Ranganathan, ... Cell Systems, 2024 | 10* | 2024 |
ProtWave-VAE: Integrating autoregressive sampling with latent-based inference for data-driven protein design N Praljak, X Lian, R Ranganathan, AL Ferguson ACS synthetic biology 12 (12), 3544-3561, 2023 | 4 | 2023 |
Pulsatile flow through idealized renal tubules: Fluid-structure interaction and dynamic pathologies N Praljak, SD Ryan, A Resnick Mathematical biosciences and engineering: MBE 17 (2), 1787, 2019 | 4 | 2019 |
A Deep Learning Framework for Sickle Cell Disease Microfluidic Biomarker Assays N Praljak, B Shipley, A Gonzales, U Goreke, S Iram, G Singh, A Hill, ... Blood 136, 15-16, 2020 | 2 | 2020 |
Deep-learning generative models enable design of synthetic orthologs of a signaling protein X Lian, N Praljak, AL Ferguson, R Ranganathan Biophysical Journal 122 (3), 311a, 2023 | 1 | 2023 |
Auto-regressive WaveNet Variational Autoencoders for Alignment-free Generative Protein Design and Fitness Prediction N Praljak, A Ferguson ICLR2022 Machine Learning for Drug Discovery, 0 | 1 | |
System, method, and computer readable storage medium for auto-regressive wavenet variational autoencoders for alignment-free generative protein design and fitness prediction AL Ferguson, N Praljak US Patent App. 18/176,375, 2023 | | 2023 |
Classification of blood cells N Praljak, I Shamreen, U Goreke, M Hinczewski, H Ailis, U Gurkan, ... US Patent App. 17/928,976, 2023 | | 2023 |
Data-Driven Protein Engineering Using Deep Representational Active Learning X Lian, N Praljak, R Ranganathan, A Ferguson 2021 AIChE Annual Meeting, 2021 | | 2021 |
Investigating Heterogeneity within Sickle Cell Disease Using Deep Learning N Praljak, S Iram, G Singh, A Hill, U Goreke, U Gurkan, M Hinczewski Bulletin of the American Physical Society 64, 2019 | | 2019 |
Pulsatile Flow Through Multi-Coupled Idealized Renal Tubules: Fluid-Structure Interaction and Dynamics Pathologies N Praljak, A Resnick APS March Meeting Abstracts 2019, G70. 394, 2019 | | 2019 |