Sankalp Khanna

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 18

Top Topics

Physiological Signals

Neonatal Intensive Care Unit

Predictive Model

Chronic Disease

Top Venues

Publications

Jessica Rahman, Aida Brankovic, Sankalp Khanna
Machine learning model with output correction: Towards reliable bradycardia detection in neonates. Comput. Biol. Medicine 177 (2024)
Justin Boyle, Sankalp Khanna, James Lind
Emergency Department Demand and the First Year of the COVID-19 Pandemic. MedInfo (2023)
Vahid Riahi, Liz Cooper-Williams, Sankalp Khanna, Rajiv Jayasena
Innovative Implemented Tools for Outpatient Clinic Scheduling. MedInfo (2023)
Hamed Hassanzadeh, Justin R. Boyle, Sankalp Khanna
A Step Towards Building Health Digital Twins: Patient Phenotype Representation for Health Outcome Prediction. MedInfo (2023)
Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski
Elucidating Discrepancy in Explanations of Predictive Models Developed using EMR. CoRR (2023)
Christina J. Lauw, Jessica Rahman, Aida Brankovic, Mark Tracy, Sankalp Khanna
Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care Unit. EMBC (2023)
Aida Brankovic, David Cook, Jessica Rahman, Wenjie Huang, Sankalp Khanna
Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted? CoRR (2023)
Aida Brankovic, Wenjie Huang, David Cook, Sankalp Khanna, Konstanty Bialkowski
Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR. MedInfo (2023)
Justin R. Boyle, Hamed Hassanzadeh, Sankalp Khanna, Barbara Biki, Faraz Syed, Ellen Borkwood, Lianne Sweeney
Modelling Planned vs. Actual Start Time to Control the Efficiency of Surgery. MedInfo (2023)
Jessica Rahman, Aida Brankovic, Mark Tracy, Robert Halliday, Sankalp Khanna
Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants. MedInfo (2023)
Ibrahima Diouf, John Grimes, Mitchell J. O'Brien, Hamed Hassanzadeh, Donna Truran, Hoa Ngo, Parnesh Raniga, Michael Lawley, Denis C. Bauer, David P. Hansen, Sankalp Khanna, Roc Reguant
An Approach for Generating Realistic Australian Synthetic Healthcare Data. MedInfo (2023)
Hamed Hassanzadeh, Justin R. Boyle, Sankalp Khanna, Barbara Biki, Faraz Syed
Daily surgery caseload prediction: towards improving operating theatre efficiency. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
David A. Rolls, Sankalp Khanna, Nicola Lloyd, Andrew Reeson, Rajiv Jayasena, Christopher McCormick, Sharon Hakkennes
Before-after evaluation of patient length of stay in a rehabilitation context following implementation of an electronic patient journey board. Int. J. Medical Informatics 134 (2020)
Yang Xie, Norm Good, Sankalp Khanna, Justin R. Boyle
Exploratory multivariate analysis of hospital admissions data in conjunction with workforce data. EMBC (2017)
Zahra ShahabiKargar, Sankalp Khanna, Abdul Sattar, James Lind
Improved Prediction of Procedure Duration for Elective Surgery. HIC (2017)
Yang Xie, Sankalp Khanna, Norm Good, Justin R. Boyle
Weekly Hospital Workforce Data: A Data Visualisation Exercise. HIC (2017)
Sankalp Khanna, Norm Good, Justin R. Boyle
Predicting Unpanned Return to Hospital for Chronic Disease Patients. HIC (2016)
Norm M. Good, Sankalp Khanna, Justin R. Boyle
In-hospital mortality and the "weekend effect": Can we find the underlying causes? BHI (2016)
Guido Zuccon, Sankalp Khanna, Anthony N. Nguyen, Justin R. Boyle, Matthew Hamlet, Mark A. Cameron
Automatic detection of tweets reporting cases of influenza like illnesses in Australia. Health Inf. Sci. Syst. 3 (1) (2015)
Justin R. Boyle, Kathryn Zeitz, Richard Hoffman, Sankalp Khanna, John Beltrame
Probability of Severe Adverse Events as a Function of Hospital Occupancy. IEEE J. Biomed. Health Informatics 18 (1) (2014)
Sankalp Khanna, Justin R. Boyle, Norm Good, James Lind
Mid-term NEAT review: Analysing the improvements in hospital ED performance. HIC (2014)
Sankalp Khanna, Justin R. Boyle, Kathryn Zeitz
Flexing bed stock: A hospital capacity management case study. EMBC (2014)
Sankalp Khanna, Justin R. Boyle, Norm Good
Precise prediction for managing chronic disease readmissions. EMBC (2014)
Hamish Thorburn, Sankalp Khanna, Justin R. Boyle, Norm Good, Michael Steyn
Analysis of operating theatre utilisation to drive efficiency and productivity improvements. HIC (2014)
Zahra ShahabiKargar, Sankalp Khanna, Norm Good, Abdul Sattar, James Lind, John O'Dwyer
Predicting Procedure Duration to Improve Scheduling of Elective Surgery. PRICAI (2014)
Sankalp Khanna, Justin R. Boyle, Norm Good, Simon Bugden, Mark Scott
Hospital level analysis to improve patient flow. HIC (2013)
Andrew Jensen, Justin R. Boyle, Sankalp Khanna
Visualising patient flow. HIC (2012)
Sankalp Khanna, Justin R. Boyle, Norm Good, James Lind, Kathryn Zeitz
Time based clustering for analyzing acute hospital patient flow. EMBC (2012)
Sankalp Khanna, Justin R. Boyle, Norm Good, James Lind
Early discharge and its effect on ED length of stay and access block. HIC (2012)
Sankalp Khanna, Justin R. Boyle, Norm Good, James Lind
Impact of Admission and Discharge Peak Times on Hospital Overcrowding. HIC (2011)
Sankalp Khanna, Timothy William Cleaver, Abdul Sattar, David P. Hansen, Bela Stantic
Multiagent Based Scheduling of Elective Surgery. PRIMA (2010)
Sankalp Khanna, Abdul Sattar, Justin R. Boyle, David P. Hansen, Bela Stantic
An Intelligent Approach to Surgery Scheduling. PRIMA (2010)
Sankalp Khanna, Abdul Sattar, David P. Hansen, Bela Stantic
An Efficient Algorithm for Solving Dynamic Complex DCOP Problems. IAT (2009)
Bela Stantic, Sankalp Khanna, John Thornton
An Efficient Method for Indexing Now-relative Bitemporal data. ADC (2004)