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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

Kovsie TV Launched
2015-05-06

Victor Ngubeni, Grace Thoabala, Nangamso Dlatu, Aisha Poswa, Lesego Maakamedi, Nothando Hlope, Aldene vd Merwe and Lawrence Siyoko

“We have to change our university before we can change our country.”

 

There is a revolution at hand, and students are requesting new and exciting platforms on which they can voice themselves. Kovsie TV aims to do just that for Kovsie students. 

 

As a student initiative, the steam behind it is SRC Student Development and Environmental Affairs, Victor Ngubeni. He says that it is only right that it be by the students themselves. The launch saw many from the campus community gathered out of curiosity and excitement for the new venture. The evening started out as quite a classy frenzy, which had attendees clearly prepared for the level of broadcasting that the launch would showcase.

 

The initial idea is to increase the number of platforms where students can receive information. The Student Media portfolio, which oversees the functioning of student media platforms, aims to make Kovsie TV as autonomous as possible. As an introductory initiative, it will aid in the sharing and telling of students’ stories.

 

It is important to mention the preparation process that was endured by the many hopefuls who auditioned, hoping to make it as one of the Kovsie TV presenters. For more than three weeks, the panel of judges sieved through the contestants until they had just six rough diamonds. Then, for the first time, the audience met the faces that they would become familiar with from this point.

 

As Ngubeni stressed during his speech, Kovsie TV would not serve as propaganda machine for the SRC, as many might have asked about the relationship that could be expected between the two. The architects of Kovsie TV hope that, as a student initiative, it will inspire a new era in student activism.

 

When asked about the concept behind this new platform, Ngubeni informed us that, “the concept is to have a twenty-minute campus TV show highlighting what goes on around campus so that students know, and so that we can get them participating in campus life activities.”

 

This is a student initiative whose future will depend solely on the students themselves.

 

Presenters:

Nangamso Dlathu – Studio presenter

Grace Thoabala – Studio presenter

Lesego Maakamedi – Social events

Nothando Hlophe – Current affairs

Aldine van der Merwe – Culture events and Vox-Pop

Mbulelo Siyoko – Culture and Vox-Pop

Aisha Phoswa ? Sports

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