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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

UFS council elects Nwaila and Hancke
2005-03-15

Dr Charles Nwaila, Superintendent-General of Education in the Free State, was elected Vice-chairperson of the UFS Council and Judge Faan Hancke was re-elected as Chairperson today.

According to the Rector and Vice-Chancellor, Prof Frederick Fourie, the election of Dr Nwaila is an important achievement for the UFS as Dr Nwaila is a well known leader in education in the Free State.

Dr Nwaila pledged to work constructively with the UFS council and management to ensure that the UFS benefits all people of the province and the country.

The appointments are valid for a term of three years from 1 June 2005 to 31 May 2008.

The elections took place at the quarterly meeting of the UFS Council where a number of other key transformation steps were approved.

The Council approved a Strategic Plan for the UFS which reflects a renewed focus on transformation of the institution, calling it an important roadmap for the future of the UFS.

According to Prof Fourie, the Strategic Plan tried strike a balance between continuity and change, addressing the need to remain an excellent university in an ever-changing context and environment.

Prof Fourie said transformation had many aspects and dimensions and could not be reduced to an issue of numbers.

The Strategic Plan identifies five strategic priorities and corresponding challenges in the next phase of transformation.

The priorities are:

  • quality and excellence

  • equity, diversity and redress

  • financial sustainability

  • regional co-operation and engagement.

  • outward thrust

Prof Fourie said that besides the five strategic priorities the plan also reflected concrete actions and interventions to address them.

He said the renewed focus on transformation is embedded in the priorities and specific actions that are identified.

The Council congratulated the management for the roadmap and for the achievements that have already been achieved in terms of transformation.

In order to draft a comprehensive Transformation Plan that will give substance to certain aspects of the UFS Strategic plan – or roadmap – the Council approved the establishment of a Transformation Plan Team.

The team will consist of about 16 people, which includes the two coordinators, Prof Teuns Verschoor, Vice-Rector: Academic Operations, and Dr Ezekiel Moraka, Vice-Rector: Student Affairs.

According to Prof Verschoor, the team was chosen and approved by the Executive Management earlier for the individual contributions that they could make.

While the individuals do not represent particular constituencies on campus they are a very diverse group of persons in terms of race, gender and various sections of the campus and the satellite campuses.

Prof Fourie, said there was an urgency and importance attached to the work of the Transformation Plan Team.

He said that while the team must produce a plan within a tight deadline, the task must be carried out very well, which could mean different stages in the work of the team.

According to the Rector, the UFS must take the lead in best practice transformation, while not underestimating the complexity of the issues facing the UFS.

The full list of names will be finalized soon.

MEDIA RELEASE
Issued by: Mnr Anton Fisher
Director: Strategic Communication
Cel: 072 207 8334
Tel: (051) 401-2749
11 Maart 2005

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