My Website
Research

Whitepapers and Industry Portfolios

Generative AI in Healthcare

In collaboration with Sebastian Herrmann, Leander Fortmann and Stefan Kneip

Industry Portfolio, February 2024
AI is transforming healthcare

In collaboration with Sebastian Herrmann, Stefan Kneip, Jerome Panoff and Ulli Waltinger

Whitepaper, August 2023

Research Publications

Click here to download my citations in BibTex format that can be imported into most reference management software.

Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification

Krishnan J., Lian Z., Oomen P., He X., Majdi S., Ewing A., Schuppert A.

Preprint | arXiv:2302.02650 (2023)
Spike-by-Spike Frequency Analysis of Amperometry Traces Provides Statistical Validation of Observations in the Time Domain

Krishnan J., Lian Z., Oomen P., He X., Majdi S., Ewing A., Schuppert A.

Preprint | arXiv:2302.02692 (2023)
FOXG1 dose tunes cell proliferation dynamics in human forebrain progenitor cells

Hettige N., Peng H., Wu H., Zhang X., Yerko V., Zhang Y., Jefri M., Soubannier V., Maussion G., Alsuwaidi S., Ni A., de Souza C. R., Krishnan J., McCarty V., Antonyan L., Schuppert A., Turecki G., Fon E.A., Durcan T.M., Ernst C

Stem Cell Reports, Volume 17, Issue 3, Pages 475-488 (2022)
A Long-Range Ising Model of Barabási-Albert Network

Jeyashree Krishnan, Reza Torabi, Carsten Honerkamp, Edoardo Di Napoli, Andreas Schuppert

Preprint | arXiv:2005.05045 (2020)
A Modified Ising Model of Barabási-Albert Network with Gene-type Spins

Jeyashree Krishnan, Reza Torabi, Andreas Schuppert, Edoardo Di Napoli

Journal of Mathematical Biology volume 81, pages 769–798 (2020)
Stimulation of L-type calcium channels increases tyrosine hydroxylase and dopamine content in ventral midbrain cells derived from human skin

Malvin Jefri, Scott Bell, Huashan Peng, Nuwan Hettige, Gilles Maussion, Vincent Soubannier, Hanrong Wu, Heika Silveira, Jean‐Francois Theroux, Luc Moquin, Xin Zhang, Zahia Aouabed, Jeyashree Krishnan, Liam A. O'Leary, Lilit Antonyan, Ying Zhang, Vincent McCarty, Naguib Mechawar, Alain Gratton, Andreas Schuppert, Thomas M. Durcan, Edward A. Fon, Carl Ernst

Stem Cells Translational Medicine Volume 9, Issue 6 (2020)
Modeling and simulation of complex networks in systems biology

Jeyashree Krishnan

PhD thesis, RWTH Aachen University, Germany (2019)
Metastable Regimes and Tipping Points of Biochemical Networks with Potential Applications in Precision Medicine

Satya Swarup Samal, Jeyashree Krishnan, Ali Hadizadeh Esfahani, Christoph Lüders, Andreas Weber, Ovidiu Radulescu

Automated Reasoning for Systems Biology and Medicine, Springer Computational Biology Series (2019)
Perfect detection of spikes in the Linear Sub-threshold Dynamics of Point Neurons

Jeyashree Krishnan, PierGianLuca Porta Mana, Moritz Helias, Markus Diesmann, Edoardo Di Napoli

Front. Neuroinform. 11:75 (2018)
Extracts of Ocimum on Imipenem Resistant Gram Negative Bacteria

Vijaylatha Rastogi, Chhavi Vijay, Jeyashree Krishnan, Pushpanjali Verma, P.S. Nirwan

International Journal of Microbiology and Parasitology (2015)
Detection of threshold crossings in the leaky integrate-and-fire neuron model with α-shaped postsynaptic currents in time-driven simulations

Jeyashree Krishnan

Masters Thesis, RWTH Aachen University, Germany (2014)

Software Contributions

Tropical Sensitivity Scores (TROSS)

TROSS determines the parameter sensitivity scores for a given biochemical reaction network based on the changes in tropical solutions.

2019
Software Carpentry: Version Control with Git

Software Carpentry workshops that teach how to use version control with Git.

2019
Library Carpentry

Officially stable version of the Software Carpentry workshop lessons.

2019
NEST 2.16.0

NEST is a simulator for large-scale neuronal network simulations.

2018