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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

Meet the person behind the new #FaceOfFacebook
2016-05-19

Reuben “R” Davids

The votes have been counted, and we have a winner! After much excitement and a fairly close contest, Reuben “R” Davids emerged victorious from the top five contestants selected by our panel of judges. We chatted with the vibrant and enthusiastic Mr Davids to get a sense of the person who will be our Facebook ambassador for the next year.

What does the “R” stand for?

“Interestingly, some also know me as Vuyo. It's not a name on my birth certificate or anything; I just really like it. And I also coincidentally found out that it means “joy/happiness”, and I do enjoy being happy.”

What is your field of study, and how far along are you?

“I am pursuing a career in the economics field as a third-year BCom Accounting student in the Faculty of Economic and Management Sciences here at the University of the Free State.”

Are you originally from Bloemfontein?

“Yes, born and bred. I've been a Bloem Kid since day one.”

How is it that you ended up here, studying at the UFS?

“The UFS has always been one of my favourite universities. During my high school period, I was constantly exposed to people from my neighbourhood as well as schoolmates who performing excellently here at UFS, and it didn't go unnoticed. So I have always been drawn to the prestige that UFS carries.”

Which residence are you in, and what do you enjoy most about res life?

“I currently stay at home with the family, but for my first 2 years of study I resided at ConLaurês. What I enjoyed the most about res life is the freedom and independence that you get. It also enables one to participate in campus life much easier. It actually helps one grow and mature into the adult you're supposed to become with all the challenges and responsibilities that you're faced with.”

What do you hope to accomplish during your term as the #FaceOfFacebook?

“I enjoy the art of presenting (as well as being an MC), and being the #FaceOfFacebook will enable me to exercise that skill. Also, my interaction skills will be exercised. That being said, I would like to have those skills developed further by the end of my term as #FaceOfFacebook.”

What is your motivation in your studies, in taking part in this contest, and in life?

“I am an adrenaline junkie. I like taking on challenge; so what I normally do is I set a certain goal for myself and then take on the challenge to achieve that goal. That's my number one motivating factor. And I think I'm also inspired by the failures and successes of myself and of those around me.”

Reuben has already been featured in a #PeopleOfKovsies post on Facebook, and appeared in his first Facebook video covering the Open Day on our Bloemfontein Campus.

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