All Stories

  1. Generative AI To Recognize Response Fabrication in PTSD

    Article • April 2024, Springer Science + Business Media

    Professor ishanu chattopadhyay

  2. A digital twin of the infant microbiome to predict neurodevelopmental deficits

    Article • Science Advances, April 2024, American Association for the Advancement of Science

    Professor ishanu chattopadhyay

  3. Pulmonary Fibrosis Stakeholder Summit: A Joint NHLBI, Three Lakes Foundation, and Pulmonary Fibrosis Foundation Workshop Report

    Article • American Review of Respiratory Disease, February 2024, American Thoracic Society

    Professor ishanu chattopadhyay

  4. Predictive Equity in Suicide Risk Screening

    Article • Journal of the Academy of Consultation-Liaison Psychiatry, July 2023, Elsevier

    Professor ishanu chattopadhyay

  5. Sequence likelihood divergence for fast time series comparison

    Article • Knowledge and Information Systems, March 2023, Springer Science + Business Media

    Professor ishanu chattopadhyay

  6. Efficient Determination of Social Determinants of Health From Clinical Notes for Timely Identification of Suicidality Among US Veterans

    Article • JAMA Network Open, March 2023, American Medical Association (AMA)

    Professor ishanu chattopadhyay

  7. ‘Its the Economy Stupid’: Predictive Theory of Belief Shift Connecting Economic Stress to Societal Polarization

    Article • March 2023, Research Square

    Professor ishanu chattopadhyay

  8. A Digital Twin of the Infant Microbiome to Predict Neurodevelopmental Deficits

    Article • January 2023, Research Square

    Professor ishanu chattopadhyay

  9. Emergenet: Fast Scalable Pandemic Risk Assessment of Influenza A Strains Circulating In Non-human Hosts

    Article • December 2022, Research Square

    Professor ishanu chattopadhyay

  10. Does big data serve policy? Not without context. An experiment with in silico social science

    Article • Computational and Mathematical Organization Theory, November 2022, Springer Science + Business Media

    Professor ishanu chattopadhyay

  11. Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records

    Article • Nature Reports Stem Cells, September 2022, Springer Science + Business Media

    Professor ishanu chattopadhyay

  12. Cardiac Comorbidity Risk Score: Zero‐Burden Machine Learning to Improve Prediction of Postoperative Major Adverse Cardiac Events in Hip and Knee Arthroplasty

    Article • Journal of the American Heart Association, August 2022, Wolters Kluwer Health

    Professor ishanu chattopadhyay

  13. Development of a computerized adaptive diagnostic screening tool for psychosis

    Article • Schizophrenia Research, July 2022, Elsevier

    Professor ishanu chattopadhyay

  14. Event-level prediction of urban crime reveals a signature of enforcement bias in US cities

    Article • Nature Human Behaviour, June 2022, Springer Science + Business Media

    Professor ishanu chattopadhyay

  15. Universal risk phenotype of US counties for flu-like transmission to improve county-specific COVID-19 incidence forecasts

    Article • PLoS Computational Biology, October 2021, PLOS

    Professor ishanu chattopadhyay

  16. Reduced false positives in autism screening via digital biomarkers inferred from deep comorbidity patterns

    Article • Science Advances, October 2021, American Association for the Advancement of Science

    Professor ishanu chattopadhyay

  17. Postnatal immune activation causes social deficits in a mouse model of tuberous sclerosis: Role of microglia and clinical implications

    Article • Science Advances, September 2021, American Association for the Advancement of Science

    Professor ishanu chattopadhyay

  18. Development and Validation of Computerized Adaptive Assessment Tools for the Measurement of Posttraumatic Stress Disorder Among US Military Veterans

    Article • JAMA Network Open, July 2021, American Medical Association (AMA)

    Professor ishanu chattopadhyay

  19. Screening for Idiopathic Pulmonary Fibrosis with Comorbid Pattern Recognition in Electronic Health Records

    Article • March 2021, Research Square

    Professor ishanu chattopadhyay

  20. Predicting Future Mutations To Inform Vaccine Design

    Article • February 2021, Research Square

    Professor ishanu chattopadhyay

  21. Deep Learning Without Neural Networks: Fractal-nets for Rare Event Modeling

    Article • October 2020, Research Square

    Professor ishanu chattopadhyay

  22. Preparing For the Next Pandemic: Learning Wild Mutational Patterns At Scale For Analyzing Sequence Divergence In Novel Pathogens

    Article • July 2020, Cold Spring Harbor Laboratory Press

    Professor ishanu chattopadhyay

  23. Estimating heritability and genetic correlations from large health datasets in the absence of genetic data

    Article • Nature Communications, December 2019, Springer Science + Business Media

    Professor ishanu chattopadhyay

  24. A Tamper-Free Semi-Universal Communication System for Deletion Channels

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  25. Autostacker

    Article • July 2018, ACM (Association for Computing Machinery)

    Professor ishanu chattopadhyay

  26. Conjunction of factors triggering waves of seasonal influenza

    Article • eLife, February 2018, eLife

    Professor ishanu chattopadhyay

  27. Discrimination at the Edge of Noise: A Hilbert Space of Stationary Ergodic Processes

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  28. Conjunction of Factors Triggering Waves of Seasonal Influenza

    Article • July 2017, Cold Spring Harbor Laboratory Press

    Professor ishanu chattopadhyay

  29. Data smashing: uncovering lurking order in data

    Article • Journal of The Royal Society Interface, October 2014, Royal Society Publishing

    Professor ishanu chattopadhyay

  30. Computing entropy rate of symbol sources & a distribution-free limit theorem

    Article • March 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  31. Scalable $\epsilon$-Optimal Decision-Making and Stochastic Routing in Large Networks via Distributed Supervision of Probabilistic Automata

    Article • SIAM Journal on Control and Optimization, January 2014, Society for Industrial & Applied Mathematics (SIAM)

    Professor ishanu chattopadhyay

  32. Inverse Gillespie for inferring stochastic reaction mechanisms from intermittent samples

    Article • Proceedings of the National Academy of Sciences, July 2013, Proceedings of the National Academy of Sciences

    Professor ishanu chattopadhyay

  33. Abductive learning of quantized stochastic processes with probabilistic finite automata

    Article • Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences, December 2012, Royal Society Publishing

    Professor ishanu chattopadhyay

  34. Unsupervised inductive learning in symbolic sequences via Recursive Identification of Self-Similar Semantics

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  35. A decision-theoretic model of selection modulated intra-host antigenic variation for multi-strain pathogens

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  36. Mathematical Foundations of Sensor Network Design Based On Linguistic Informatics

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  37. Pattern classification in symbolic streams via semantic annihilation of information

    Article • June 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  38. Optimal control of infinite horizon partially observable decision processes modelled as generators of probabilistic regular languages

    Article • International Journal of Control, December 2009, Taylor & Francis

    Professor ishanu chattopadhyay

  39. Supervised Self-Organization of Homogeneous Swarms Using Ergodic Projections of Markov Chains

    Article • IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  40. ν☆: a robot path planning algorithm based on renormalised measure of probabilistic regular languages

    Article • International Journal of Control, April 2009, Taylor & Francis

    Professor ishanu chattopadhyay

  41. A real time implementable All-Pair Dynamic Planning Algorithm for robot navigation based on the renormalized measure of probabilistic regular languages

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  42. Generalization of v<sup>⋆</sup> path planning for accommodation of amortized dynamic uncertainties in plan execution

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  43. Optimal path-planning under finite memory obstacle dynamics based on probabilistic finite state automata models

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  44. Signal threshold estimation in a sensor field for undersea target tracking

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  45. Supervised self-organization of large homogeneous Swarms using Ergodic Projections of Markov Chains

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  46. Autonomous robot navigation using optimal control of probabilistic regular languages

    Article • International Journal of Control, October 2008, Taylor & Francis

    Professor ishanu chattopadhyay

  47. Generalised projections in finite state automata and decidability of state determinacy

    Article • International Journal of Control, October 2008, Taylor & Francis

    Professor ishanu chattopadhyay

  48. Automated behaviour recognition in mobile robots using symbolic dynamic filtering

    Article • Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering, September 2008, SAGE Publications

    Professor ishanu chattopadhyay

  49. L*: An intelligent path planning algorithm based on renormalized measure of probabilistic regular languages

    Article • June 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  50. Structural transformations of probabilistic finite state machines

    Article • International Journal of Control, May 2008, Taylor & Francis

    Professor ishanu chattopadhyay

  51. Language-measure-theoretic optimal control of probabilistic finite-state systems

    Article • International Journal of Control, August 2007, Taylor & Francis

    Professor ishanu chattopadhyay

  52. Generalized Projections in Finite State Automata & Decidability of State Determinacy

    Article • July 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  53. Generalized language measure families of probabilistic finite state systems

    Article • International Journal of Control, May 2007, Taylor & Francis

    Professor ishanu chattopadhyay

  54. Language-measure-theoretic optimal control of probabilistic finite-state systems

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  55. A language measure for partially observed discrete event systems

    Article • International Journal of Control, September 2006, Taylor & Francis

    Professor ishanu chattopadhyay

  56. Renormalized measure of regular languages

    Article • International Journal of Control, September 2006, Taylor & Francis

    Professor ishanu chattopadhyay

  57. Autonomous Navigation of Mobile Robots Using Optimal Control of Finite State Automata

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  58. Generalized Language Measure of Finite State Logical Systems

    Article • January 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  59. A COMPLEX MEASURE FOR LINEAR GRAMMARS

    Article • Demonstratio Mathematica, July 2005, De Gruyter

    Professor ishanu chattopadhyay

  60. Intelligent Navigation in Space Under Supervisory Control

    Article • June 2005, American Institute of Aeronautics and Astronautics (AIAA)

    Professor ishanu chattopadhyay

  61. A language measure for partially observed discrete event supervisory control systems

    Article • January 2004, Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay

  62. Renormalized measure of regular languages

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Professor ishanu chattopadhyay