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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

International speakers discuss diversity
2014-02-11

 
Dr Charles Alexander from UCLA
Photo: O'Ryan Heideman

International and local experts recently gathered on the Bloemfontein Campus to deliberate over the topic of diversity.

Student participation and mobility dramatically increased in higher education worldwide. Cultural, political, economic and social factors on a national and global scale, have brought the reality of diversity into the operational spaces of Higher Education Institutions. These challenges are not exclusive to South Africa, though. In the Netherlands and USA, universities are also challenged by the demands of an increasingly diverse student population.

Prof Jonathan Jansen, Vice-Chancellor and Rector of the UFS, acted as one of the keynote speakers during a two-day colloquium hosted by the Institute for Reconciliation and Social Justice. In an impelling address, Prof Jansen argued that change cannot be affected on a university campus if the surrounding community does not change as well. He also noted the spread of a culture of silence surrounding issues of misbehaviour. He urged that we need to find courage again to speak out. From the level of government, media and churches to the private spaces of our homes, we have to co-create an environment of care.

This message closely tied in with that of Prof Shirley Tate’s from the University of Leeds. In her keynote, she asserted that mere tolerance of someone different from you can lead to even more alienation. The path to true reconciliation is grounded in the intimacy of friendship. Friendship and empathy lead to trust and transcend racism.

Another keynote speaker from abroad, Dr Charles Alexander from the University of California, delineated a model for inclusive excellence. He explained that the major problem of true transformation is not due to a lack of ideas, but in the implementation thereof. “Realities of implementation short circuit the change process,” he said. He explained how campus environments can adapt in order to support and enhance lasting inclusivity.

We have to become complicit in the process of transformation, Prof Dr Ghorashi, Professor of Diversity and Integration at the Vrije Universiteit Amsterdam, conveyed. Linking up with the issue of silence, she demonstrated the power of speaking out, using examples from her extensive research among victims of violence. It is imperative, she maintains, that for transformation to materialise, we need to create safe spaces in which we can share our vulnerabilities.

Footnote: Due to unfortunate circumstances, both Prof Dr Ghorashi and Prof Shirley Tate could not personally attend the colloquium as planned. Their respective keynotes were read to the audience on their behalf.

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