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Computing & IS

Ag. Heads of IT & IS Dr. Evelyn Kahiigi & Dr. Peter Nabende hand over office

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Two long time Acting (Ag.) Heads of Department from the School of Computing and Information Technology, College of Computing and Information Sciences (CoCIS) have handed over office to substantive heads.

Dr. Evelyn Kigozi Kahiigi who has served for eight years in Acting capacity as Head, Department of Information Technology (IT) has handed over the instruments of power to Dr. Fiona Tulinayo Penlope.

Dr. Peter Nabende who has served for nine years in Acting capacity as Head, Department of Information Systems (IS) has handed over to Dr. Agnes Nakakawa as substantive head.

Prof. Tonyy Oyana making his remarks.
Prof. Tonyy Oyana making his remarks.

The handover ceremony for the duo was held on 27th July 2022 in the CoCIS Conference Room witnessed by the Principal CoCIS, Prof. Tonny Oyana, the Dean School of Computing and Information Technology Assoc. Prof, Gilbert Maiga, the representative from Internal Audit Mr, Aggrey Luwulizi, the Human Resource  Officer, CoCIS Mr. Godwin Okiror, and staff from the college.

 Prof. Oyana who described succession as part of life and management thanked the outgoing and incoming heads for offering themselves to serve the college. He noted that offering oneself for service is a public good and a challenge for all.

“You should have time for the college. There are three key responsibilities; Research – as you have to continue being a scholar; Teaching – a service that you offer to the nation to transfer knowledge to students; and thirdly Service to our country because God created us to serve him and others”. Prof. Oyana advised.

Some of the staff who witnessed the handover included the representative from Internal Audit Mr, Aggrey Luwulizi (L) among others.
Some of the staff who witnessed the handover included the representative from Internal Audit Mr, Aggrey Luwulizi (L) among others.

Prof. Oyana stressed that teaching is not a job but rather, a calling of transforming somebody’s life and adding value.  Whereas money facilitates teaching, the professor advised it should not be the primary motivator for staff.

“Thank you Fiona and Agnes  for accepting to take on the responsibility to serve the College, Makerere University and Uganda at large. Allowances are important and will come, but, they should not be your primary motivation but to do good. When you leave office and you find you have uplifted someone, you will find happiness”, Prof. Oyana counselled.

The Dean School of Computing and Information Technology Assoc. Prof. Gilbert Maiga hailed the college management for organizing the handover expressing hope that this would be the practice whenever there is change of office.

Assoc. Prof. Gilbert Maiga makes his remarks.

Prof. Maiga appreciated the outgoing heads for their dedicated services and sometimes serving outside the working hours. He equated the role of the heads of departments to the wheels on which the vehicle moves.

“I thank Evelyn and Peter for the job well done. The whole university depends on departments and I thank you colleagues for being good wheels in the university. They ensured students are admitted and graduate, so we are really very grateful for their services.

“To the incoming, It is a challenging assignment but we want to thank you for offering yourselves to serve and meet this challenge on behalf of the university. This university is a bureaucracy and in a bureaucracy, decisions are made by committees.  A Department is so important in a way that once it decides, the Dean cannot overrule unless there is proper reason, which must be taken back for further consideration”, he added.

Outgoing Heads of Department speak

Outgoing head Department of Information Systems Dr. Peter Nabende thanked God for keeping him healthy and available to serve under different Principals, Deans and Administrators who accorded him support with different but effective styles of leadership and management.

Dr. Peter Nabende (R) shows Dr. Agnes Nakakawa (2nd R) around her new office as other officials witness.

“I did substantive work in acting capacity as no one was willing to take up the substantive position but I am glad Dr. Agnes Nakakawa has accepted to take over. I appreciate the work by my colleagues, they have been resourceful, hardworking and supporting the department and university in different roles such as internship coordination, handling graduate programmes, examinations, teaching and research work”, Nabende appreciated.

The outgoing head Department of Information Technology Dr. Evelyn Kigozi Kahiigi thanked the office of the Principal, the Dean and Administrative officers for the guidance and mentorship during her eight year tenure noting that by the time she took over, the department had only one associate professor and one lecturer but many staff have ascended in their academic ranks.

“In eight years, I have been able to have an opportunity to act as Dean while he was on sabbatical leave, had an opportunity to serve as examination coordinator and I did a good job and all structures were put in place. The university adopted one of the forms I developed for non-registered students,” she reported.

Dr. Evelyn Kigozi Kahiigi makes her remarks.

Dr. Kahiigi also said  as only female dean on the fourth floor,  all cases of students in need of counselling  came to her door adding that, this gelling provided  her an opportunity to connect with students across the school through an open door policy.

“Also God and family. As head you are everybody’s person and in so doing the family suffers. I thank my family for the support and God who has guided and given me grace to lead a wonderful team till today”, Dr. Kahiigi said.

Kahiigi informed the successor that the most challenging time for the head is during graduation when parents and students are excited and expressed the need for proper coordination and being available to support the students.

Staff  hail outgoing heads

Speaker after speaker, praised Dr. Evelyn Kahiigi and Dr. Peter Nabende for their exemplary service and humility.

Dr. Peter Nabende (R) presents his handover report to Dr. Agnes Nakakawa (L).

“These are people who have stood the test of time working in acting positions and they have given us hope that if appointed to a higher office, they can handle”, Dr. Agaba Joab said.

The departments have not found better and exceptional heads. Your commitment to work has motivated us. Dr. Evelyn is a mother and we thank you for mentoring  us and we commit our unwavering support to the in-coming Head.

In Peter, we also found a very responsible person, I felt at home that we had two heads of department to consult anytime and were available physically and on phone”, said Dr. Annabella.

A section of participants attending the handover ceremony.
A section of participants attending the handover ceremony.

“It is encouraging to continue having female Heads of department. I thank the outgoing head Dr. Evelyn who has been a parent and at times of need would welcome you to her home to fix a problem. Dr. Fiona, you have our support.

“Peter, you are very flexible even in times of pressure you always found a way of calming down the situation,” Another one said.

New Heads of Department accept the appointment

“I am accepting the role. I will not chicken out. I am not an administrator but a teacher by calling. I appreciate the Principal and all colleagues who have been calling upon me to take up the administrative role”, Dr. Nakakawa said, thanking the outgoing head and  staff for the support and the university management for trust.

Dr. Agnes Nakakawa, Head, Department of Information Systems, CoCIS.

“I want to say, I accept. I thank the University for entrusting me with the responsibility. I am not threatened by words. Let me experience and see how it is.” Dr. Fiona Tulinayo Penlope said,  pledging that she will deliver.

About the new Heads of Department

Dr. Tulinayo Fiona Penlope

Dr. Tulinayo Fiona Penelope, Head, Department of Information Technology, CoCIS.

Fiona Tulinayo is a Lecturer at the School of computing and Information Science, Makerere
University
. Dr. Tulinayo holds a PhD in Information Systems from Radboud University,
Nijmegen in the Netherlands; a Master of Science in Computer Science and a Bachelors of Industrial and Fine Arts from Makerere University. She specializes in systems development and computer graphics designing. Dr. Tulinayo has also undertake several trainings including scientific writing from University of Maastricht Language Centre, business process management from Vught, and Information Knowledge Systems organization from Zeist School for Information and Knowledge Systems in The Netherlands. Dr. Tulinayo has also specialized competences in modeling including; conceptual and domain modeling, system dynamics modeling, method engineering and process modeling. Further, she is an astute researcher, collaborator, technical and scientific writer with specialized abilities in handling institutional and development processes and management. Fiona has also provided several technical and institutional capacity development and support to the Ministry of Justice, Uganda and the Monitor Publications in Uganda.

Dr. Agnes Nakakawa

Agnes Nakakawa is an Information Systems professional and a Statistician. Since 2004, she has been involved in academia where she has proficiently lectured curriculum in the field of Computing and IT. She is also a diligent researcher in the Department of Information Systems at the School of Computing and IT. Nakakawa Agnes holds a PhD in Information Systems (Enterprise Architecture and Collaboration Engineering) from Radboud University Nijmegen (The Netherlands). Her PhD research involved developing a process/method that enterprise (IT) architects can use to deeply involve and collaborate with organizational stakeholders during the creation/design of baseline and target enterprise architectures. During her PhD research, she closely collaborated with several enterprises in Uganda. Dr. Agnes Nakakawa also holds an MSc. (Computer Information Systems). Her Masters research involved developing a spatial decision support tool that can be used to locate suitable landfill sites for municipal waste management in Wakiso and Kampala districts. She also holds a Bachelors degree in Statistics (Statistical Computing) from Makerere University.

Jane Anyango is the Principal Communication Officer, CoCIS

Computing & IS

US Embassy Engages Makerere on International Collaboration

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Prof. Wing- Kai addressing members of CoCIS as the Mak coordinator Dr. Ddumba Daniel notes down on 10th August 2022, Makerere University.

The Embassy of the United States of America in Uganda is coordinating a study Abroad engagement entitled, “Establishing University Partnerships to attract more US Scholars and Students”.

Prof. Wing-Kai  and Dr. Daniel Ddumba,  interact with CoCIS Ag. Deputy Principal  Dr. Peter Nabende.
Prof. Wing-Kai and Dr. Daniel Ddumba, interact with CoCIS Ag. Deputy Principal Dr. Peter Nabende.

The Study Abroad engagement which is sponsored by the US Department of State’s Bureau of Educational and Cultural Affairs will focus on holding institutional capacity of Ugandan Colleges and Universities to host more US students, interns, researchers and teachers.

Some of the CoCIS Heads of Department attending the meeting.
Some of the CoCIS Heads of Department attending the meeting.

The embassy hired the US  consultant Prof.  Wing-Kai, the Assistant Provost for Global Engagements and Senior International Officer at Bridge Water State University to conduct eight workshops  at Makerere University colleges.

The embassy engaged Dr. Daniel Ddumba, a Lecturer from the department of Geography, Geo-Informatics and Climatic Sciences to facilitate the execution of this program.

CoCIS staff and students pose for agroup photo with Prof. Wing-Kai after the meeting.
CoCIS staff and students pose for agroup photo with Prof. Wing-Kai after the meeting.

In the morning of  10th August 2022, Prof. Wing-Kai, was in the College of Computing and Information Sciences (CoCIS)  where he met  the Principals, Deans, Heads of Departments, scholars and students to understand the process of  global cooperation.

Prof. Wing-Kai said,  the meeting was used  as a channel to improve the  activities for international collaborations.

Dr. Daniel Ddumba, Dr. Engineer Bainomugisha (CoCIS) interact with Prof. Wing-Kai after the meeting.
Dr. Daniel Ddumba, Dr. Engineer Bainomugisha (CoCIS) interact with Prof. Wing-Kai after the meeting.

“What I found is that this college has productive exchanges with Europe and United States but there some people are not aware of these collaborations and these collaborations can be improved by providing funding for Ugandan students to go to the West for short term opportunities. I hope that my visit can encourage the US government and American universities to start working with this college and to provide more opportunities for professors and students”, Prof. Wing-Kai.

Some of the CoCIS graduate students attending the meeting.
Some of the CoCIS graduate students attending the meeting.

Following the COVID-19 Pandemic and its impacts on all sectors, Prof. Wing-Kai stressed that this was the time for the college and partners to rethink their structure for improving international collaboration.

A section of CoCIS staff attending the meeting with Prof. Wing-Kai.
A section of CoCIS staff attending the meeting with Prof. Wing-Kai.

“We are going to talk to the Principal whether there is going to be an international office and a coordinator to manage the collaborations with international entities and how to develop different strategies for prioritizing the partnerships so that they have clear goals and outcomes and try to make it sustainable for the future”, Prof. Wing- Kai pledged.

On the same day 10th August 2022 afternoon, Prof. Wing-Kai held a meeting with management, staff and students from the College of Humanities and Social Sciences (CHUSS).  Prof. Wing -Kai described the meeting especially with students who  formed  the majority as interesting.

Prof. Wing-Kai (R) speaking to CHUSS staff and students as the Principal's representative Dr. Jimmy Spire Ssentongo (L) listens.
Prof. Wing-Kai (R) speaking to CHUSS staff and students as the Principal’s representative Dr. Jimmy Spire Ssentongo (L) listens.

“ Most of the audience are undergraduate and some graduate students. I hear about their experiences. I want to encourage them to think  about having an international experience in future by trying to go abroad for short term and developing some international activities and to internationalize the curriculum on campus not just going abroad. It is easier to internationalise through connecting  with international community in Kampala and abroad  here physical and virtually”, Prof. Wing- Kai said.

Prof. Wing-Kai implored the university management to increase the capacity for internationalization so that Makerere can improve the infrastructure and   programs, and to tap into the United States experience in internationalization.

CHUSS staff and students pose for a group photo with Prof. Wing-Kai after the meeting.
CHUSS staff and students pose for a group photo with Prof. Wing-Kai after the meeting.

Some of the proposed initiatives by students include creating  internship platforms and streamlining scholarship to  cater for undergraduates,  streamlining  international coordination, facilitating online discussions between Western and African students and strengthening the office of the Dean of students to facilitate  academic exchanges.

CHUSS Student president Abdul Fatah (Standing) contributes to the discussion during the meeting.
CHUSS Student president Abdul Fatah (Standing) contributes to the discussion during the meeting.

Other initiatives to strengthen collaboration suggested include organizing the US-Makerere special events such as  competitions, workshop, annual exhibitions, camps, cultural performances that would provide opportunities to highlight international education as well as the  American, European , Chinese etc culture on campus.

Dr. Ivan Lukanda (L) and Dr. Ebila Florence (R) interact with Prof Wing-Kai and Dr. Daniel Ddumba after the meeting.
Dr. Ivan Lukanda (L) and Dr. Ebila Florence (R) interact with Prof Wing-Kai and Dr. Daniel Ddumba after the meeting.

Other proposals were the need to form the US-Mak Alumni association, organizing short visits for students and staff to and from Africa to see how programs are run, joint research and, forming a community of practice to share ideas and to network.

Prof. Wing-Kai speaking to CHUSS students and staff in the Multimedia/E-Learning Room, Level 4, Frank Kalimuzo Central Teaching Facility, Makerere University.
Prof. Wing-Kai speaking to CHUSS students and staff in the Multimedia/E-Learning Room, Level 4, Frank Kalimuzo Central Teaching Facility, Makerere University.

Other proposed initiatives include  promoting online education to expose students and staff to  best structures and expertise, promoting virtual conferences, joint publications and more student engagement of students outside the classroom through debates and clubs.

Jane Anyango is the Principal Communication Officer, CHUSS and CoCIS

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Computing & IS

Amity University: Call For Applications July 2022 Intake

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An aerial view of L-R: The Makerere University Guest House and Tennis Courts, Lincoln Flats, CoCIS Block B and Block A as seen by a drone hovering over the CCE Roundabout, Makerere University. Photo credit: KCCA

In partnership with Amity University (AUUP), Makerere University (College of Computing and Information Sciences-CoCIS) has been offering e-Learning courses (Bachelor’s degrees, Master’s and Post-graduate certificates) for the last over 10 years under the Pan African e-network project on behalf of the Uganda government, Indian government and African union.

Now under a new Partnership M.O.U since inception in the year 2018. We offer a variety of courses tailored for convenient and continued education to students in East Africa unable to attend university physically, using modern information communication and online technologies from AUUP and state-of-the-art e-learning technology. The degrees will be awarded to successful candidates by Amity University.

Please see Downloads for course details and the application form.

ADMISSION REQUIREMENTS:

  • Master and Postgraduate programmes – Minimum is a Bachelor’s degree in any discipline.
  • Bachelor programmes – Minimum is two (2) principal passes at ‘A’ level.

APPLICATION PROCEDURE:

  • Pick an Application Form (50,000 UGX) and banking details: ACCOUNT NUMBER: 9030014896898, ACCOUNT NAME: COLLEGE OF COMPUTING & INFORMATION PROJECTS. – STANBIC BANK. (ANY BRANCH IS OK.)
  • Submit together with photocopies of certified transcripts, certificates, two passport size photos, and a copy of your National ID and Passport (Mandatory for all applicants)

PLEASE NOTE:

  • All students are required to pay not less than 80% of the tuition fees before registration and enrollment.
  • There are two intakes in a year: January Intake and July Intake

Application deadline for July intake is Friday 15th July, 2022

For additional details contact:

The Front Office, School of Computing and IT, Block A
Phone: +256 788 864870 OR +256 703 147449 (WhatsApp)

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Computing & IS

72nd Graduation: Doctoral Citations – CoCIS

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Block B of the College of Computing and Information Sciences (CoCIS), Makerere University, Kampala Uganda.
ANGOLE Okelo Richard
ANGOLE Okelo Richard

ANGOLE Okelo Richard
Ontology-Based Model for Integrating Knowledge of Modern and Traditional Medicine

Mr. ANGOLE Okelo Richard developed ontology model for integrating complex knowledge of African traditional medicine and modern medicine. complex African Society; African Traditional Medicine (ATM) is used in parallel to Modern medicine (MM). Various attempts have been made to bridge the gap between ATM and MM in order to harmonize treatment and to create an equal form of therapeutic cooperation but in vein due to lack of formal structure and complexity of the knowledge. each practitioner has their own terminologies and ways of providing healing services unlike Knowledge generated from Modern medicine which is structured. Therefore, ATM knowledge is isolated and mistrusted yet a lot of knowledge is generated in the practices which could be used across the whole health sector. In addition, modern medicine alone does not provide whole health needs of patients and the drugs are characterized by having undesired side effects, ATM provides holistic health intervention. ATM treats the body, the mind and the spirit. There is need to come up with a better technology to handle this complex structure of medical knowledge which the current artificial Intelligent (AI) systems used in e-health cannot manage. The model developed bush the backend of AI to handle complexity in medical knowledge. The work was supervised by Assoc Prof. Gilbert Maiga and Dr George Wiiliam Okori.


ATUHURIIRE Marriette Katarahweire
ATUHURIIRE Marriette Katarahweire

ATUHURIIRE Marriette Katarahweire
Form-based Data Security in Mobile Health Data Collection Systems in Low-Resource Settings

Ms. ATUHURIIRE Marriette Katarahweire investigated security challenges in mobile health data collection systems deployed in low-resource settings. It was found out that data in MHDCS are diverse and have varying security requirements depending on their sensitivity levels. Particular emphasis was on incorporating security controls early in the development process through electronic forms to be used for data collection, and according to sensitivity levels of the data. A data sensitivity model was developed that takes into consideration both static and dynamic parameters for data sensitivity and categorizes data into different sensitivity levels using parameters defined by the stakeholders. Use of the model enables developers to design and build mobile health data collection systems that adhere to the security goals of confidentiality, integrity and availability. This is expected to reduce the potential threats and increase the confidence and adoption of eHealth services. The study was funded by NORAD and was supervised by Assoc Prof Engineer Bainomugisha and Assoc Prof Khalid Azim Mughal.


KAMUKAMA Ismail
KAMUKAMA Ismail

KAMUKAMA Ismail
A model for spatial variability of typhoid disease incidences in Uganda

Mr. KAMUKAMA Ismail integrated clinical, environmental and demographic data to explore spatial variability of typhoid disease incidences in Uganda for the period 2012 to 2017 using data science method. The study first explored spatial-temporal trends and distribution patterns of typhoid disease incidences at both regional and national levels in order to gain initial disease burden insights in the population. The study then revealed highest incidences and clustering of the disease in the central region, followed by Western, Eastern and Northern regions throughout the study period. Geographically Weighted Regression model revealed that poor handwashing practice was mainly influencing disease occurrences in Northwestern, Northern and Northeastern parts of the country. Excessive rainfall was most responsible for disease occurrences in the Eastern, Central and Southern parts of the country. Poor drainage was mainly influencing disease occurrences in the Western, Central and Southern parts of the country. This knowledge is essential for planners and decision-makers to: efficiently plan, enforce preventive measures and make targeted interventions, which eventually reduce disease surveillance costs. The study was funded by SIDA and supervised by Assoc Prof. Gilbert Maiga, Dr. Denis Ssebuggwawo and Dr. Peter Nabende.


KAMULEGEYA Grace Bugembe
KAMULEGEYA Grace Bugembe

KAMULEGEYA Grace Bugembe
Characterization of Practices and Measurements in Software Start-ups in an Emerging Ecosystem

Mr. KAMULEGEYA Grace Bugembe, through case studies investigated and characterized software hub operations and software start-up practices, and growth-tracking metrics in the emerging East Africa start-up ecosystem. His study characterized the operations of hubs in East Africa as not much had been established about how hubs nurture software start-ups. He also established that software start-ups indeed measured but adopted and adapted some practices and metrics used in start-ups in developed ecosystems. He designed and developed a progress measurement dashboard that start-ups can use to monitor their key growth metrics. He also iteratively derived 10 dimensions that can be used to influence and distinguish metrics used in software start-ups and mature software companies. The compiled hub practices can be used by existing and new hubs to benchmark their operations against the successful hubs in the East African region. The growth metrics will enable software start-ups to track the important aspects of their businesses in the different stages as they grow. This study was funded by SIDA and Supervised by Prof Regina Hebig and Dr. Raymond Mugwanya.


MBABAZI Ruth Mutebi
MBABAZI Ruth Mutebi

MBABAZI Ruth Mutebi
Designing Persuasive Technologies For Societal Benefit: A Persuasive Technology For Fighting Electricity Theft In Kampala, Uganda

Ms. MBABAZI Ruth Mutebi studied persuasive technology design frameworks, with the aim of developing a technology that could aid in reducing electricity theft in Kampala Uganda. After conducting a survey, Ruth found that electricity consumers are not willing to fight electricity theft, despite its’ negative impact on them. She was modified Fogg’s Eight Step Process using design theory resulting into the Design Theory-Fogg’s Eight Step Process (DT-FESP). This was used to develop a persuasive mobile application to increase willingness to participate in fighting electricity theft called, “Faayo” Evaluation of “Faayo” showed that it had potential to persuade electricity consumers. The research demonstrated the feasibility of persuasive technologies and recommended that Umeme includes them in their electricity theft mitigation strategies. The study was funded by SIDA and was supervised by Dr Julianne Sansa-Otim and Prof. Sebitosi Ben.


NAKASI Rose
NAKASI Rose

NAKASI Rose
Automated Diagnosis of Malaria in Thick Blood Smear Films: Deep Neural Network Approach

Ms. NAKASI Rose investigated how deep learning algorithms can be used for the automated detection of malaria and its parasitemia determination in microscopic thick blood smear images. Using an experimental design, the study revealed that by exploiting recent technological advances in 3D printing and deep learning to produce effective hardware and software respectively, a functioning point-of-care diagnosis system for malaria on this principle, capable of running on multiple microscopes and phone combinations can be produced. A malaria parasite detection accuracy of over 98% as compared to conventional machine learning methods was achieved. This study contributes to the practical improved malaria diagnosis especially in highly endemic, but low-resource settings in the Sub-Saharan Africa, where there are few trained lab experts. Further, the diagnostic solutions developed in this study could be adapted for the general microscopy disease diagnosis. The study was funded by SIDA, and was supervised by Dr. Ernest Mwebaze and Dr. Aminah Zawedde.


NAMUJUZI Sylvia
NAMUJUZI Sylvia

NAMUJUZI Sylvia
Management of Agriculture Archives in National Agricultural Research Institutes in Uganda

Ms. NAMUJUZI Sylvia investigated gaps in the management of agriculture archives in National Agricultural Research Institutes (NARIs) particularly, documentation, maintenance and access. Using case study and descriptive designs, the study established that various agriculture archives existed in NARIs according to their specialties, but were largely in paper format including: Maps, Datasets, Institutional correspondences, Photographs and Government Acts and legislations, among others. However, most of these archival materials were not processed, classified, accessioned and catalogued leading to poor documentation, maintenance and access. Two major outputs of this study were: an evaluated Agriculture Archives Management Framework for closing the gaps and an Agriculture Archives Monitoring and Evaluation Tool for continuous process improvements in agriculture archives management. Further, the framework and the evaluation tool could be adopted by other Agricultural Institutions for the general management of agriculture archives in their possession. The study was funded by Carnegie and was supervised by Prof. Robert Ikoja-Odongo and Dr. Mary Basaasa Muhenda.


SANYA Rahman
SANYA Rahman

SANYA Rahman
Predicting Infectious Disease Density in Urban Settings using Convolutional Neural Networks

Mr. SANYA Rahman’s thesis explored applications of Convolutional Neural Networks (CNN) for modeling and analyzing spatial dynamics of human infectious diseases in low-income urban settings. This work integrates multiple and diverse data sources including housing density signals (used as proxy for indoor overcrowding) extracted from remote sensing satellite imagery, and socio-economic well-being, as predictors for disease density. Using Tuberculosis (TB) disease data from Uganda, the study found that CNN were promising for detecting and quantifying patterns in infectious disease density. This work is the first of its kind in exploring possibilities afforded by advances in deep learning algorithms and remote sensing data to enhance understanding of infectious disease processes. By doing so, it has expanded the frontiers of methods available for digital epidemiology. The study was funded by the African Development Bank and supervised by Dr. Ernest Mwebaze and Assoc Prof Gilbert Maiga.


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