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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

Dialogue between Science and Society series looks at forgiveness and reconciliation
2013-03-24

 

Taking part in the discussion on forgiveness and living reconciliation, were from left: Olga Macingwane, a survivor of the Worcester bombing of 1993; Dr Juliet Rogers, a Scholar on Remorse from the University of Melbourne in Australia and Dr Deon Snyman, Chairperson of the Worcester Hope and Reconciliation Process.
Photo: Mandi Bezuidenhout
24 March 2013

How do you, as a mother who lost her only daughter, forgive the man who claimed responsibility for the attack that killed her?  How do you forget his crime while travelling with him across the world?  

These were some of the questions posed to Jeanette Fourie at a Dialogue between Science and Society series on forgiveness and living reconciliation. Jeanette, whose daughter Lyndi was killed in an attack on the Heidelberg Pub in Cape Town in 1993, was one of three people telling their stories of forgiveness while dealing with traumatic experiences. 

Sitting next to Letlapa Mphahlele, the man who owned up to the attack that killed her daughter, Jeanette spoke about their story of forgiveness traveling the world together, spreading the message of forgiveness and conciliation. 

"Don't ever think you can forget, because that’s not possible. What you do with the pain is to find peace, and that's what forgiveness does. Forgiveness allows you to stop all the dialogue in your head on why he did it. You don't forget, you confront it and you deal with it." 

Letlapa, Director of Operations of Apla, the military wing of the PAC at the time of Lyndi's death, spoke about dealing with the response to his crime. "Sometimes you wish that you were not forgiven, because now you have the great burden of proving that you are worthy of forgiveness."

Also telling her story of forgiveness was Olga Macingwane, a survivor of the Worcester bombing of 1993 in which four people were killed and sixty-seven others injured. Four people were sent to prison. In 2009 Olga met one of the perpetrators, Stefaans Coetzee, and what came out of that meeting, is her story. 

"When I met Stefaans I was very angry, but when you sit down with somebody and listen to him or her, you find out what the reasons were that made him or her do something. I can say that I forgave him." 

Facilitating the conversation, Prof Pumla Gobodo-Madikizela, Senior Research Professor on Trauma, Forgiveness and Reconciliation, said the seminar was meant to get in touch with the truth that forgiveness is possible. 

"Before we had the Truth and Reconciliation Commission (TRC) in South Africa, the experts always said that forgiveness was not possible in these stories of the past. And then the TRC came into life as a response to mass atrocities. For the first time in the history of these traumatic experiences, of political traumas, we witness something that we have never seen.  Even us on the TRC, although it was framed as reconciliation, we never imagined there would actually be stories of forgiveness emerging out of that process, and then we witness that this too is possible." 

Others who took part in the two-hour-long seminar, were Dr Juliet Rogers, a Scholar on Remorse from the University of Melbourne in Australia and Dr Deon Snyman, Chairperson of the Worcester Hope and Reconciliation Process. They spoke about the dynamics behind the processes of engagement between victims/ survivors and perpetrators. 

The Dialogue between Science and Society series was co-hosted by the Institute for Reconciliation and Social Justice. 

 

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