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14 December 2022 | Story André Damons | Photo André Damons
Dr Michael Pienaar, Senior Lecturer and specialist in the UFS Department of Paediatrics and Child Health being presented to the acting Chancellor by his supervisor Prof Stephen Brown.

A lecturer from the University of the Free State (UFS) says the need to improve the care of seriously ill children is a vital part of reducing preventable deaths and diseases, and this led him to investigate the use of artificial neural networks to develop models for the prediction of patient outcomes in children with severe illness. The study was done for his PhD thesis. 

This forms the basis for the PhD thesis of Dr Michael Pienaar, Senior Lecturer and specialist in the UFS Department of Paediatrics and Child Health, called, The Development and Validation of Predictive Models for Paediatric Critical Illness in Children in Central South Africa using Artificial Neural Networks. His thesis reports the development and testing of several machine learning models designed to help healthcare workers identify seriously ill children early in a range of resource-limited settings. Combining a systematic literature search and Delphi technique with clinical data from 1 032 participants, this research led to significant progress towards implementable models for community health workers in clinical practice.

Care for critically ill children is a mission and calling 

Dr Pienaar graduated with a PhD specialising in Paediatrics on Monday (12 December) during the Faculty of Health Sciences’ December graduation ceremony. It took him three years to complete this degree. His supervisor was Prof Stephen Brown, Principal Specialist and Head of the Division of Paediatric Cardiology in the Department of Paediatrics and Child Health in the Faculty of Health Sciences at the UFS. Prof Nicolaas Luwes and Dr EC George were his co-supervisors. 

“I have been working in paediatric critical care since 2019 and see the care of critically ill children as my mission and calling in life. At the outset of the project, I was interested in approaches to complex phenomena and wanted to investigate new methods for tackling these in healthcare. 

“I have been interested in technology since childhood and in collaborating with other disciplines since I joined the university in 2019. Machine learning seemed like a great fit that could incorporate these interests and yield meaningful clinical results,” explains Dr Pienaar the reason why he chose this topic for his thesis.

He hopes that, in time, this work will lead to the implementation of integrated machine learning models to improve care and clinical outcomes for children in South Africa. From a scholarship perspective, he continues, his hope is that this work draws interest to this field in clinical research and encourages a move towards incorporating these new methods, as well as skills in areas such as coding and design in the armamentarium of a new generation of clinicians.

Medicine chooses you

According to Dr Pienaar, he always had broad interests, of which medicine is one. “I am very grateful to have found my way in medicine and am humbled and privileged to be allowed to walk with children and their families on a difficult and important journey. I believe this profession will choose you and put you where you are needed if you give it time and are prepared to listen.”

He describes graduating as a complicated ending to this period of his life and the beginning of a next chapter. He was humbled by the graduation ceremony. 

“It was wonderful to graduate with undergraduates and postgraduates in my profession – I felt great pride and solidarity joining these new colleagues and specialists in taking the oath. I am certainly relieved, proud, excited, and happy. I am also very grateful to the university, my promotors, colleagues, friends, and family for supporting me through this process. I must confess, it is also slightly bittersweet, I loved working on this and do miss it, but look forward to the next exciting project. 

“I would like to thank my Head of Department, Dr (Nomakhuwa) Tabane, my supervisors, my family and friends once again. I would also like to acknowledge and thank the National Research Foundation (NRF) as well as the University of the Free State for their assistance with funding this research.”

News Archive

Another boost for sport at the UFS
2005-10-13

A contract formalizing the appointment of Sports Plan (Pty) Ltd was signed by Prof Verschoor and Mr Morne du Plessis in the historic Main Building of the UFS Bloemfontein campus.

 

The University of the Free State (UFS) has officially appointed Sports Plan (Pty) Ltd, which has former Springbok rugby captain Morné du Plessis as managing director, to manage its Centre for Exercise and Sport Science Services (CESSS) on the Bloemfontein campus.

According to Prof Teuns Verschoor, Vice-Rector: Academic Operations, the appointment of Sports Plan (Pty) Ltd is another step in the implementation of the UFS’s wide-ranging sport strategy to improve sport facilities and elevate formerly marginalized sports such as soccer, hockey, netball, tennis etc.

Sports Plan (Pty) Ltd is the manager of the Sports Science Institute of South Africa and coordinates and manages the national basketball high-performance programme of SA Basketball, as well as the Boxing Academy on behalf of Boxing South Africa. 

“It is also actively involved with the sports plans of several tertiary institutions like that of the University of Johannesburg and the University of Stellenbosch,” said Prof Verschoor.

“Sports Plan (Pty) Ltd was also appointed by the Ministry of Sport and Recreation to manage the allocation of sports codes to high-performance centres and to oversee the allocation of monies received from the National Lottery to these centres – this includes the CESSS at the UFS,” Prof Verschoor added.

In unfolding its national sports plan, the Ministry of Sport and Recreation has already identified the UFS-based CESSS as the high-performance testing centre for the national basketball teams whilst the national boxing teams are also earmarked to be trained at the UFS.

“We are glad to be associated with a company of this stature and look forward to work with them in the further development of sports at the UFS,” said Prof Verschoor.

According to Prof Verschoor, the CESSS will act as a centralised body that is responsible for the coordination and management of joint initiatives between professional service providers, research projects and KovsieSport.

“The centre will also coordinate and manage joint initiatives between various academic programmes in different academic subject fields such as sports medicine, bio kinetics, physiotherapy, dietetics, etc. ,” said Prof Verschoor.

These initiatives will help the UFS to become a centre and catalyst of sports development, to become internationally recognised in the field of exercise and sports science research and to become a centre for high quality sports performance enhancement.

Some of the objectives of the CESSS are:

  •  

  • To provide sports science services like to athletes, students, the general public and other stakeholders including certain national sport teams.
  • To provide the necessary teaching and training facilities and internship opportunities for UFS students in sports related fields of study will also be provided by the centre like human movement science.
  • To present skills-transfer programmes directed at the broader community like development of skills in various sporting codes.
  • To continue and extend the current chronic risk reversal programmes presented by the Department of Human Movement Science such as obesity management, cardiac rehabilitation and other lifestyle related conditions.

The centre was founded in 2003 and was until now managed by Dr Louis Holtzhausen, from Kovsie Health and a consultant, Dr Gary Vorster. 

A contract formalizing the appointment of Sports Plan (Pty) Ltd was signed today by Prof Verschoor and Mr Morne du Plessis in the historic Main Building of the UFS Bloemfontein campus.

 

 

 

 

The manager of the centre appointed by Sports Plan (Pty) Ltd is Mr Charles Store, an alumnus of the UFS, previously employed at the Sports Science Institute in Cape Town and by the SANDF at 3 Military Hospital, Bloemfontein.

 

Media release
Issued by: Anton Fisher
Director: Strategic Communication
072-207-8334
12 October 2005
 

 

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