Mathematics of Physiological Rhythms

Joy Lukman

  • 9 September 2019 - 13 September 2019
    8:00 am - 5:00 pm

Organisers: Maia Angelova (Deakin), James Sneyd (Auckland University), Aneta Stefanovska (Lancaster University), Plamen Ch Ivanov (Boston University and Harvard Medical School).

Program Description: The aim of the research program is to unite and combine current trends in dynamical systems and time series analysis for solving problems in physiology which are governed by repeating processes. Examples are circadian rhythms, cardio-dynamics, sleep processes, glucose-insulin regulation and many others. The importance of the circadian clock to human health was recognized by the 2017 Nobel prize in medicine. The invited participants are experts in mathematics, physics and computer sciences working in applications of dynamical systems and time series in physiology, biology and medicine. The program will explore the state-of the-art mathematics underlying periodic and periodic-like processes in human physiology.

The retreat will focus on models based on deterministic and stochastic differential equations and delay differential equations, dynamical system approaches to time series, statistical mechanics, phase transitions and mean field approaches. The mathematical models of regulatory processes are often informed by data-driven models, derived from spectral analysis and signal processing. Furthermore, the large number of parameters can be difficult to measure. Machine learning and statistical approaches will be explored to estimate parameters. The models are based on real data measured from humans (ECG, EEG, actigraphy, eye movements, glucose levels, insulin sensitivity), and the processes for building models from such data will be discussed.

Program Structure: 
Below is the draft of Program Structure. Please click to enlarge.
Note: actual times may differ slightly and things may change as the workshop approaches

Please click the icons below to access the MODA Manual , Toolbox in a zip. file, and the lecture notes
   
MODA is developed in Lancaster University, UK.

Participant List:
Maia Angelova (Deakin University)
Aneta Stefanovska (Lancaster University)
Plamen Ch. Ivanov (Boston University)
Anne Skeldon (University of Surrey)
Krasimira Tsaneva-Atanassova (University of Exeter)
Adelle Coster (UNSW)
Andrew Phillips (Monash University)
David Liley (Melbourne University)
Ruben Fossion (National Autonomous University of Mexico)
Chandan Karmakar (Deakin University)
Ye Zhu (Deakin University)
Sutharshan Rajasegarar (Deakin University)
Christopher Stephens (National Autonomous University of Mexico)
Sergiy Shelyag (Deakin University)
Shitanshu Kusmakar (Deakin University)
Jyotheesh Gaddam (Deakin University )
Mohammad Abdul Motin (University of Melbourne)
Emerson Keenan (University of Melbourne)
Shreyasi Datta (University of Melbourne)
Md Ahsan Habib (Deakin University)
Jason Whyte (University of Melbourne)
Tania Pencheva (Bulgarian Academy of Sciences)
Anuroop Gaddam (Deakin University )

 


ASSOCIATED EVENTS

MATRIX Wine and Cheese Afternoon 10 September 2019
On the first Tuesday of each program, MATRIX provides a pre-dinner wine and cheese afternoon. Produce is locally-sourced to showcase delicacies from the region.