Sankalp Khanna

Orcid: 0000-0001-6125-8871

According to our database1, Sankalp Khanna authored at least 33 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Machine learning model with output correction: Towards reliable bradycardia detection in neonates.
Comput. Biol. Medicine, 2024

2023
Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?
CoRR, 2023

Innovative Implemented Tools for Outpatient Clinic Scheduling.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

A Step Towards Building Health Digital Twins: Patient Phenotype Representation for Health Outcome Prediction.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

An Approach for Generating Realistic Australian Synthetic Healthcare Data.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Elucidating Discrepancy in Explanations of Predictive Models Developed Using EMR.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Emergency Department Demand and the First Year of the COVID-19 Pandemic.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Modelling Planned vs. Actual Start Time to Control the Efficiency of Surgery.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care Unit.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Daily surgery caseload prediction: towards improving operating theatre efficiency.
BMC Medical Informatics Decis. Mak., 2022

2020
Before-after evaluation of patient length of stay in a rehabilitation context following implementation of an electronic patient journey board.
Int. J. Medical Informatics, 2020

2017
Weekly Hospital Workforce Data: A Data Visualisation Exercise.
Proceedings of the Integrating and Connecting Care, 2017

Improved Prediction of Procedure Duration for Elective Surgery.
Proceedings of the Integrating and Connecting Care, 2017

Exploratory multivariate analysis of hospital admissions data in conjunction with workforce data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Predicting Unpanned Return to Hospital for Chronic Disease Patients.
Proceedings of the Digital Health Innovation for Consumers, Clinicians, Connectivity and Community, 2016

In-hospital mortality and the "weekend effect": Can we find the underlying causes?
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Automatic detection of tweets reporting cases of influenza like illnesses in Australia.
Health Inf. Sci. Syst., 2015

2014
Probability of Severe Adverse Events as a Function of Hospital Occupancy.
IEEE J. Biomed. Health Informatics, 2014

Predicting Procedure Duration to Improve Scheduling of Elective Surgery.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Analysis of operating theatre utilisation to drive efficiency and productivity improvements.
Proceedings of the Investing in E-Health: People, Knowledge and Technology for a Healthy Future, 2014

Mid-term NEAT review: Analysing the improvements in hospital ED performance.
Proceedings of the Investing in E-Health: People, Knowledge and Technology for a Healthy Future, 2014

Flexing bed stock: A hospital capacity management case study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Precise prediction for managing chronic disease readmissions.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Hospital level analysis to improve patient flow.
Proceedings of the Health Informatics: Digital Health Service Delivery - The Future Is Now!, 2013

2012
Early discharge and its effect on ED length of stay and access block.
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012

Visualising patient flow.
Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012

Time based clustering for analyzing acute hospital patient flow.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Impact of Admission and Discharge Peak Times on Hospital Overcrowding.
Proceedings of the Health Informatics: The Transformative Power of Innovation, 2011

2010
An Intelligent Approach to Surgery Scheduling.
Proceedings of the Principles and Practice of Multi-Agent Systems, 2010

Multiagent Based Scheduling of Elective Surgery.
Proceedings of the Principles and Practice of Multi-Agent Systems, 2010

2009
An Efficient Algorithm for Solving Dynamic Complex DCOP Problems.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009

2004
An Efficient Method for Indexing Now-relative Bitemporal data.
Proceedings of the Database Technologies 2004, 2004


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