PROACT: Predictive analytics for optimised care in youth mental health.
PROACT: Predictive analytics for optimised care in youth mental health.
Posted on June 04, 2026
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The PROACT project aims to apply advanced data analytics to youth mental health data to inform data-driven, precision, personalized support. Advanced data analytics, applied to anonymised data can help guide optimal care pathways in order to provide the right care, first time.
Sensing and Perception for Intelligent Systems Workshop at Queen Mary University of London
Sensing and Perception for Intelligent Systems Workshop at Queen Mary University of London
Posted on February 25, 2026
On the 13th of February 2026, a team of D²iCE researchers joined the Sensing and Perception for Automated Systems Workshop organised by Prof. Valentina Donzella, Professor in Sensors and Perception for Intelligent Systems and Head of the Sensing and PeRception for INtelliGent systems (SPRING) Research Group at Queen Mary University of London to engage and collaborate in the area of Advanced Driver Assistance Systems (ADAS).
Dr Ruth Melia was awarded the Global Leadership Excellence Award
Dr Ruth Melia was awarded the Global Leadership Excellence Award
Posted on December 1, 2025
D²iCE member, Dr Ruth Melia, was recently awarded an eMHIC Global Leadership Award in recognition of her contribution to digital mental health research, policy and practice in Ireland.
Dr ChatGPT will see you now: how AI could be bad for your health
Dr ChatGPT will see you now: how AI could be bad for your health
Posted on November 24, 2025
Analysis: Can we trust AI with our health, our hearts or our sanity? Not yet at least, not without supervision
By Celina Caroto and Anthony Kelly, University of Limerick
It speaks like a doctor, listens like a therapist and remembers like a friend, but it's none of them. It can't tell truth from invention, empathy from imitation or comfort from control. Yet millions of us are already trusting ChatGPT with our secrets, our symptoms, and our sanity.
Professor Pepijn van de Ven receives prestigious ISRII Leadership Award
Professor Pepijn van de Ven receives prestigious ISRII Leadership Award
Posted on September 01, 2025
Professor Pepijn van de Ven, from the Department of Electronic and Computer Engineering at the University of Limerick, has been awarded the Leadership Award by the International Society for Research on Internet Interventions (ISRII). The award was presented at the recent ISRII conference held in San Diego.
Founded in 2004, ISRII is a multidisciplinary organisation dedicated to advancing the scientific study and development of digital technologies aimed at improving behavioural, psychosocial, health, and mental health outcomes. Its global membership includes researchers, clinicians, developers, economists, policy experts, and industry professionals.
An Erasmus in North Rhine-Westphalia - The Guide
An Erasmus in North Rhine-Westphalia - The Guide
Posted on July 03, 2025
Dear reader, let me introduce myself. My name is Daniel Jakab, a 3rd year PhD student at the University of Limerick. I want to dedicate this article to any students or researchers who are considering an Erasmus abroad. I will share my experience in the hopes that it will help you understand how to approach such a trip. From the sites I’ve visited in Germany, I will share my recommendations as well. The following sections are broken up into the following: Background, Trip Objectives, Things to Look Out For & Closing Remarks.
D²iCE Research Centre Launched at UL
D²iCE Research Centre Launched at UL
Posted on June 11, 2025
D2iCE marked a significant milestone with our official launch by UL Vice President Research & Innovation Professor Kevin Ryan on Thursday, 29 May. The event was organised and hosted by Kemmy Business School’s Associate Professor Mairtín Cunneen who leads the AI Governance and Ethics pillar of D2iCE and Dr. Reenu Mohandas, postdoctoral researcher in the Department of Electronic & Computer Engineering.
D²iCE at the Electronic Imaging conference 2025
D²iCE at the Electronic Imaging conference 2025
Posted on April 7, 2025
On the 1st of February 2025, five members of D²iCE Research Centre, Prof. Patrick Denny, Seamie Hayes, Aryan Singh, Sanjay Kumar and Daniel Jakab attended the 37th Electronic Imaging conference organized by the Society for Imaging Science and Technology (IS&T). We are very grateful for the D²iCE Research Centre, Science Foundation Ireland, Lero, the ECE Department and the Faculty of Science and Engineering, University of Limerick for making this trip possible.
’Think outside the box’: UL doctoral graduate applies machine learning to mental health screening
’Think outside the box’: UL doctoral graduate applies machine learning to mental health screening
Posted on January 27, 2025
A researcher and doctoral degree graduate at University of Limerick has applied machine learning to gain new insights into symptoms of depression.
Darragh Glavin, from Ennis in County Clare but now resident in the US, graduated this week with a PhD focusing on the area of machine learning in mental health from UL’s Faculty of Science and Engineering.
D²iCE providing keynote addresses Down Under
D²iCE providing keynote addresses Down Under
Posted on November 6, 2024
Professor Pepijn van de Ven, D2iCE Director, was invited to deliver keynote addresses at two conferences in Sydney, Australia in early November.
At the Brain and Mind Centre Symposium 2024 Pep’s keynote followed a welcome by the Governor General of the Commonwealth of Australia, Ms Sam Mostyn AC.
D²iCE at Sea Tech Week 2024 France-Ireland Workshop on Maritime Cybersecurity
D²iCE at Sea Tech Week 2024 France-Ireland Workshop on Maritime Cybersecurity
Posted on October 29, 2024
On October 17th, 2024, Mirza Akhi, a researcher in the D²iCE team under the supervision of Dr. Lubna Luxmi Dhirani and Dr. Ciarán Eising, attended Sea Tech Week 2024, held at Le Quartz in Brest, France.
D²iCE Research Day 2024
D²iCE Research Day 2024
Posted on October 17, 2024
On 11th October 2024, the D²iCE Research Centre of the University of Limerick organized the Research Day following their approval as a Research Centre. This event was an opportunity for the D²iCE researchers to present their research updates and stay informed about the group's research interests.
D²iCE ITS highlights at the Resilient and Robust Sensing for Automated Systems for Transportation Workshop (University of Warwick)
D²iCE ITS highlights at the Resilient and Robust Sensing for Automated Systems for Transportation Workshop (University of Warwick)
Posted on June 27, 2024
On the 19th of June 2024, a team of D²iCE researchers Daniel Jakab, Sushil Sharma, Seamie Hayes, Sanjay Kumar, Anam Manzoor and Reenu Mohandas led by Ciarán Eising attended the 3rd Resilient and Robust Sensing for Automated Systems for Transportation conference organized by the Warwick Manufacturing Group (WMG) in association with Automotive Electronics Innovation (AESIN) at the University of Warwick, Coventry, United Kingdom.
D²iCE Highlights at the 12th IEEE International Conference on Healthcare Informatics (ICHI 2024)
D²iCE Highlights at the 12th IEEE International Conference on Healthcare Informatics (ICHI 2024)
Posted on June 12, 2024
Mirza Akhi, a researcher in the D²iCE team under the supervision of Dr. Lubna Luxmi Dhirani and Dr. Ciarán Eising, attended the 12th IEEE International Conference on Healthcare Informatics (ICHI 2024), held at the University of Florida in Orlando, USA, from June 3rd to 6th, 2024. She presented a poster on "Time Series Anomaly Detection with CNN for Environmental Sensors in Healthcare-IoT.
UL IEEE Student Branch – Research week event
UL IEEE Student Branch – Research week event
Posted on April 30, 2024
On 30th April 2024, the newly formed IEEE Student Branch of the University of Limerick organised its first event as part of the UL research week, a Panel discussion on the Impact of AI in Science and Engineering: Policy, Application and Advancement. This event was organised as part of the UL research week. We had a very diverse panel, including Prof. Ita Richardson (Dept of CSIS & the Co. Principal Investigator in Lero), Dr Pepijn Van de Ven (Dept ECE and Director of D²iCE Research centre), Dr Gerard Dooly (School of Engineering and CRIS research centre) and Dr Bharath Sudharsan (Senior AI ML Data Engineer, General Motors).
UL researchers partner on study revealing effectiveness of multimedia intervention in treating depression in older adults
UL researchers partner on study revealing effectiveness of multimedia intervention in treating depression in older adults
Posted on March 19, 2024
An international study involving researchers at University of Limerick has shown that multimedia intervention delivered via WhatsApp can be effective for treating depression in older people. The pioneering international research trial, the results of which have just been published in the Nature Medicine Journal, developed and trialled a low-cost mobile messaging psychosocial intervention in socioeconomically deprived areas of Brazil.
Sushil Sharma at the VISAPP conference in Rome
Sushil Sharma at the VISAPP conference in Rome
Posted on March 01, 2024
Sushil Sharma, a member of D2iCE, attended the 19th International Conference on Computer Vision Theory and Applications (VISAPP) held in Rome, Italy from February 27 to 29, 2024. During the conference, he discussed the importance of trajectory prediction for vehicle autonomy.
D²iCE Researcher's Report on the Application of NLP for Analysing Survey Data
D²iCE Researcher's Report on the Application of NLP for Analysing Survey Data
Posted on February 21, 2024
Dr. Arash Joorabchi and Ph.D. candidate Abbirah Ahmed investigated the application of various NLP methods for automatic analysis and visualization of the StudentSurvey.ie dataset. Over the last 6 years, 232,450 students have completed StudentSurvey.ie, each answering over 60 questions about their experiences of higher education. This project aimed to evaluate the application and effectiveness of various NLP methods for automatic analysis and visualization of free-form text answers in the dataset.
IEEE P2020 Automotive Image Quality Standard Workshop was held at Leopard Imaging
IEEE P2020 Automotive Image Quality Standard Workshop was held at Leopard Imaging
Posted on February 13, 2024
The IEEE P2020 Automotive Image Quality Standard Workshop was held at Leopard Imaging, Fremont, California on 25-26 January, immediately after the nearby Electronic Imaging 2024 symposium. This hosted a total of 60 participants for 2 days, with 20 in-person participants and 40 online participants.
One D²iCE Researcher's Experience at the Electronic Imaging Symposium in San Francisco
One D²iCE Researcher's Experience at the Electronic Imaging Symposium in San Francisco
Posted on February 13, 2024
On the 20th of January 2024, as members of the D2iCE group, we were delighted to depart from Dublin Airport on a journey to the 36th Edition of the Electronic Imaging Conference 2024 in Burlingame, San Francisco, California. This conference is one of the most popular in terms of Image Quality and Image Processing which covers a vast array of applications including security, virtual reality, machine vision, and data analysis, among others. Some of the greatest minds gather to discuss the latest research breakthroughs of the 21st century.
D²iCE at the Electronic Imaging Symposium in San Francisco
D²iCE at the Electronic Imaging Symposium in San Francisco
Posted on February 02, 2024
The Electronic Imaging 2024 Symposium took place from January 21 -25 in Burlingame, California hosting a series of intertwined imaging science events that allow attendees to expand their knowledge and networks through a rich symposium programme.
University of Limerick PhD students Daniel Jakab and Sushil Sharma presented at the Autonomous Vehicles and Machines (AVM) conference, chaired by its co-founder and UL Associate Professor Patrick Denny and Intel AI Algorithms Lead Peter VanBeek.
D²iCE talk on the Future of Healthcare IoT at HEAnet Conference 2023
D²iCE talk on the Future of Healthcare IoT at HEAnet Conference 2023
Posted on November 17, 2023
In early November (8th to 10th), the D²iCE team attended the HEAnet Conference 2023 at the Great Southern Hotel in Killarney. Since 2001, educators and researchers have relied on this event in Ireland. Each year, academics, and IT professionals gather to discuss technological developments at this conference.
Research Day Report
Research Day Report
Posted on September 7, 2023
The D²iCE (Data-Driven Computer Engineering) research group is a specialized hub that focuses on the convergence of academia and industry to address real-world challenges using AI and ML. With a vision to harness the transformative potential of these cutting-edge technologies, we specialize in the methodical application of cutting-edge techniques to address contemporary issues. We were thrilled to host the second edition of the D²iCE Research Day, which took place on the 7th of September, 2023 at the Lero Tierney Building on the University of Limerick campus. The event served as a collaborative platform for researchers, scholars, industry experts, and students from diverse backgrounds, all bound together by a shared interest in the realms of Artificial Intelligence and Machine Learning.
D²iCE at the Irish Machine Vision and Image Processing (IMVIP) Conference
D²iCE at the Irish Machine Vision and Image Processing (IMVIP) Conference
Posted on September 1, 2023
The D²iCE team recently attended the Irish Machine Vision and Pattern Recognition Conference 2023, held at the University of Galway from August 29th to September 1st. This is the flagship conference of the Irish Pattern Recognition and Classification Society (IPRCS). The event brought together experts and researchers from computer vision, offering a platform to showcase Irish research in the vision space and exchange knowledge. D²iCE researchers presented six papers that tackled diverse challenges in the realm of computer vision.
D²iCE researchers co-organise the 4th Omnidirectional Computer Vision Workshop at CVPR'2023
D²iCE researchers co-organise the 4th Omnidirectional Computer Vision Workshop at CVPR'2023
Posted on June 30, 2023
D²iCE researchers Kaavya Rekanar and Ciarán Eising co-organised the 4th Omnidirectional Computer Vision (OmniCV) workshop took place on June 19th, 2023, as part of the prestigious Conference on Computer Vision and Pattern Recognition (CVPR) in Vancouver, Canada. This workshop aimed to delve into the latest developments and applications of omnidirectional imaging, showcasing its potential to solve real-world problems across various fields. With an emphasis on maximizing a camera’s field of view, the workshop aimed to bridge the gap between research and commercial products, encouraging the advancement of algorithms and applications in this exciting imaging modality.
D²iCE researchers kick off Personae project in Odense Denmark
D²iCE researchers kick off Personae project in Odense Denmark
Posted on May 10, 2023
On May 2nd and 3rd, D²iCE researchers Dr. Pepijn van de Ven and Dr. Eoin Martino Grua took part in the kick-off meeting for the Personae project in Odense Denmark. D²iCE is responsible for the use of machine learning in this innovative project funded by the Innovation Fund Denmark. The project aims to use machine learning for allocation of patients to the most appropriate mental health intervention, and the subsequent personalisation of the intervention. Over two enjoyable and productive days with partners from the University of Southern Denmark, Monsenso and ’Is It A Bird’ we made exciting plans for the next four years.
D²iCE researchers contribute to research and innovation project around use of machine learning for mental health in the €3 million Innovation Fund Denmark Personae project
D²iCE researchers contribute to research and innovation project around use of machine learning for mental health in the €3 million Innovation Fund Denmark Personae project
Posted on April 13, 2023
D²iCE researchers Dr. Pepijn van de Ven and Dr. Eoin Martino Grua will start a new project, called Personae with a consortium of Danish partners funded by the Innovation Fund Denmark. In this €3 million project, Dr. Van de Ven and Dr. Grua will be responsible for the machine learning components that will allow automatic screening of patients in mental health interventions and the personalisation of treatments based on patient needs.
Two D²iCE researchers are featured in the ECMI blog
Two D²iCE researchers are featured in the ECMI blog
Posted on March 20, 2023
Two D²iCE researchers, Sushil Sharma and Kaavya Rekanar, have been featured in the European Consortium for Mathematics in Industry (ECMI) blog. Both are part of the Science Foundation Ireland Centre for Research Training (CRT) in Foundations of Data Science and completed their industry placements with Valeo last summer.
D²iCE Group researchers at the 30th Artificial Intelligence and Cognitive Science Conference, Cork
D²iCE Group researchers at the 30th Artificial Intelligence and Cognitive Science Conference, Cork
Posted on December 10, 2022
At the Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2022), D2iCE researchers Aryan Singh, Sushil Sharma, and Ciarán Hogan presented their posters on the use of graph-based neural networks for medical imaging, autonomous vehicle trajectory prediction, and computer vision in the detection of host vehicle body in an on-board camera, respectively.
Confirm Annual Conference 2022
Confirm Annual Conference 2022
Posted on November 24, 2022
On the 23rd and 24th of November 2022, the D²iCE group attended the Confirm Annual Conference 2022. Confirm members across Ireland were invited to the Salthill Hotel Galway to learn about the research outputs made for manufacturing for a resilient economy, society and environment. Dr. Eoin Martino Grua, of the D²iCE group researchers, was asked to present the current advancements made with the BInspect project, done in collaboration with AMCS. The presentation was well received and deemed to be an excellent example of a smooth collaboration between industry and Confirm resulting in research outputs swiftly being translated to real industrial applications.
D²iCE Researchers at the 11th Scientific Meeting of the International Society for Research on Internet Interventions
D²iCE Researchers at the 11th Scientific Meeting of the International Society for Research on Internet Interventions
Posted on September 22, 2022
D²iCE Researchers organised and participated in the 11th Scientific Meeting of the International Society for Research on Internet Interventions. Darragh Glavin and Eduardo Maekawa presented their work on use of machine learning for mental health, Pepijn van de Ven acted as international co-chair and delivered a Presidential Address, and the whole team delivered a well-attended workshop.
D²iCE at AutoSens, the largest conference in the world dedicated to automotive imaging
D²iCE at AutoSens, the largest conference in the world dedicated to automotive imaging
Posted on September 15, 2022
Patrick Denny, of the D²iCE group, is one of the co-founders of the AutoSens conference, the largest conference in the world dedicated to automotive imaging. Patrick is shown below chairing a panel discussion shown, with representatives from BMW, Bosch, EuroNCAP and Xperi. Overall, there were 600 attendees at the conference. Topics covered included the latest technology in exterior and in-cabin sensing which form the basis of self-driving cars In attendance were representatives from OnSemi, Xperi, Provizio and others involved in the Irish tech ecosystem, and car companies such as BMW.
Publishing at the Irish Machine Vision and Image Processing Conference
Publishing at the Irish Machine Vision and Image Processing Conference
Posted on September 01, 2022
The IMVIP Conference is Ireland’s primary meeting for those researching in the fields of machine vision and image processing. The conference has been running since 1997 and provides a forum for the exchange of ideas and the presentation of research conducted both in Ireland and worldwide. The D²iCE group presented two papers in the 2022 iteration of this conference.
Omnidirectional Computer Vision (OmniCV) Workshop at CVPR'22
Omnidirectional Computer Vision (OmniCV) Workshop at CVPR'22
Posted on June 20, 2022
D²iCE group member, Ciarán Eising, was a co-organiser for the 3rd iteration of the Omnidirectional Computer Vision (OmniCV) Workshop, held in conjunction with IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'2022).
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