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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

Construction at Qwaqwa Campus creates jobs for local community
2010-05-28

At the construction site hand-over ceremony are, from the left: Dr
Elias Malete, Dr Dipane Hlalele, Prof. WF van Zyl and Mr Derek Canavan
(Freelance Construction)
Photo: Thabo Kessah


Local labour is set to benefit from at least 20 job opportunities that will be created during the building of new facilities valued at R13,5 million for the Faculty of Education on the Qwaqwa Campus of the University of the Free State (UFS).

This was announced by Mr Derek Canavan, an architect from Freelance Construction, during the sod-turning ceremony held on the construction site recently.

The soon to be built facilities will include a 100-seater lecture hall, two 50-seater classrooms, an office block, ablution facilities, two separate laboratories for biology and science, as well as an IT laboratory with 70 work stations. All these facilities will be user-friendly to the disabled students.

Addressing a contingent of brains behind the project that included Mr Nico Janse van Rensburg, Manager of Physical Planning at the UFS, Dr Elias Malete, the Qwaqwa Campus Principal, said that this addition to the existing infrastructure would enable the campus to meet its enrolment and output challenges.

“These new facilities will no doubt increase the university’s academic and research capacity and will certainly help us respond positively to Minister Blade Nzimande’s call to institutions of higher learning to improve on scientific research. We are therefore pleased with this multi-million rand investment from the National Department of Education and the UFS,” he concluded.

Also attending was Dr Dipane Hlalele, Programme Head in the faculty, who was also pleased with the new facilities. “These facilities will help us to answer to our community’s needs of pre-school and foundation-phase teacher training which will be added to our study programme in January 2011. We will be introducing a new B.Ed. degree in Pre-school and Foundation phases and these facilities will help in the production of quality teachers for the benefit of our community,” he said.

The new building is expected to be ready for usage in June 2011.

Media Release
Issued by: Lacea Loader
Director: Strategic Communication (acting)
Tel: 051 401 2584
Cell: 083 645 2454
E-mail: loaderl@ufs.ac.za  
27 May 2010
 

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