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Researcher
Sofie Van Hoecke
Profile
Projects
Publications
Activities
Awards & Distinctions
Results
:
ALL
(
61
)
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Title (a-z)
Title (a-z)
Chronological by starting year (new to old)
As
Promotor-spokesperson
01 January 2025 → 31 December 2028
Hybrid AI and Uncertainty Quantification for Trustworthy Time-to-Event Predictions
Funding: Research Foundation - Flanders (FWO)
As
Administrative supervisor
28 August 2020 → 20 December 2023
Advancing Time Series Data Analytics and Applied Machine Learning in Healthcare
Doctoral researcher: Jeroen Van Der Donckt
30 September 2024 → 21 September 2025
AI for Predictive Healthcare
Doctoral researcher: Warre Avereyn
15 September 2023 → 21 September 2025
AI for therapeutic diagnostics
Doctoral researcher: Arne Callaert
05 September 2022 → 21 September 2025
Automatic Detection of Parasites in Stool and Blood Smear Images using Trustworthy Machine Learning
Doctoral researcher: Mohammed Aliy Mohammed
10 September 2024 → 21 September 2025
Automatic Detection of Pulmonary Tuberculosis in Chest X-ray Images Using Trustworthy Machine Learning
Doctoral researcher: Ahmed Mohammed Abagaro
04 October 2019 → 03 May 2024
Context Aware Deep Learning for Predictive Healthcare
Doctoral researcher: David Vander Mijnsbrugge
07 July 2023 → 21 September 2025
Context-Aware Health Monitoring
Doctoral researcher: Cédric Bruylandt
08 April 2024 → 11 September 2024
Context-Aware Machine Learning for Scalable IoT Data Analytics and Visualization Using Semantic Web Technologies
Doctoral researcher: Pieter Moens
09 July 2021 → 21 September 2025
Design and development of an AI-driven digital pathology device
Doctoral researcher: Peter Kenneth Ward
28 October 2021 → 21 September 2025
Design of a Deep Patient Model for Improved Outcome Prediction and Medical Decision Support
Doctoral researcher: Sandeep Ramachandra
20 August 2019 → 21 September 2025
Doctoral project Colin Soete
Doctoral researcher: Colin Soete
09 August 2019 → 22 September 2024
Doctoral project Emiel Deprost
Doctoral researcher: Emiel Deprost
08 July 2020 → 21 September 2025
Doctoral project Jarne Verhaeghe
Doctoral researcher: Jarne Verhaeghe
08 August 2019 → 21 September 2025
Doctoral project Jonas Van Der Donckt
Doctoral researcher: Jonas Van Der Donckt
19 December 2019 → 22 September 2024
Doctoral project Matthias Van Onsem
Doctoral researcher: Matthias Van Onsem
02 April 2019 → 21 September 2025
Doctoral project Nathan Vandemoortele
Doctoral researcher: Nathan Vandemoortele
08 July 2019 → 22 September 2024
Doctoral project Pieter Moens
Doctoral researcher: Pieter Moens
24 August 2017 → 26 September 2021
Doctoral project Sander Vanden Hautte
Doctoral researcher: Sander Vanden Hautte
04 April 2024 → 19 September 2024
Efficient Insight Mining for Time Series Data in Large Scale Network Monitoring Environments
Doctoral researcher: Matthias Van Onsem
03 July 2023 → 21 September 2025
Hybrid AI for Veterinary Health (Image) Data
Doctoral researcher: Jef Jonkers
12 July 2021 → 26 September 2021
Predictive Healthcare
Doctoral researcher: Vic Degraeve
15 October 2024 → 21 September 2025
Predictive Maintenance and Data-Driven Diagnostics
Doctoral researcher: Ayah Aboalrejal
04 October 2019 → 18 December 2023
Realizing Real-World and Context-Aware Human Behavior Monitoring Using Wearable and Smartphone Data for Mobile Health
Doctoral researcher: Marija Stojchevska
16 July 2022 → 21 September 2025
Scalable Data Processing Architectures and Machine Learning Solutions for Real-Time Monitoring of Stress
Doctoral researcher: Stephanie Chen
28 July 2021 → 21 September 2025
Spatio-temporal enrichment and hybrid machine learning
Doctoral researcher: Thibault Blyau
08 July 2022 → 21 September 2025
Towards Personalized Healthcare by Enabling Machine Learning-Driven Agents across Solid Pods
Doctoral researcher: Tom Windels
As
PhD Supervisor
13 September 2024 → 21 September 2025
AI for Personalised Healthcare
Doctoral researcher: Ayko Chevaillier
14 May 2020 → 23 May 2024
Antimicrobial stewardship in the intensive care unit: evolving challenges and data science opportunities
Doctoral researcher: Thomas De Corte
09 November 2020 → 21 September 2025
Doctoral project Nicolas Vandenbussche
Doctoral researcher: Nicolas Vandenbussche
01 February 2017 → 23 September 2018
Doctoral project Samnang Nop
Doctoral researcher: Samnang Nop
13 September 2024 → 21 September 2025
Fusing Semantics and Machine Learning for Optimized Building Management
Doctoral researcher: Emma Nuyts
09 September 2021 → 01 August 2022
Hybrid AI for chronic disease management
Doctoral researcher: Ziye Fang
12 October 2017 → 27 October 2021
Hybrid Physics-Based Neural Network Models for Predicting Nonlinear Dynamics in Mechatronic Applications
Doctoral researcher: Wannes De Groote
12 July 2022 → 21 September 2025
IMPERIO: behavioral change Interventions Made PERsonal, engagIng & lOng-term
Doctoral researcher: Kyana Bosschaerts
06 June 2017 → 05 July 2022
Meta Data Enrichment for Improving the Quality and Usability of Botanical Collections
Doctoral researcher: Krishna Kumar Thirukokaranam Chandrasekar
15 July 2019 → 28 April 2025
Spatiotemporal Event Detection for Real-Time Multi-Domain Applications
Doctoral researcher: Jelle Vanhaeverbeke
As
Promotor
01 October 2022 → 30 September 2027
Automatic Detection of Parasites in Stool and Blood Smear Images using Trustworthy Machine Learning
Fellow: Mohammed Aliy Mohammed
Funding: Regional and community funding: Special Research Fund
01 October 2024 → 30 September 2029
Automatic detection of pulmonary tuberculosis in chest X-ray images using trustworthy machine learning
Funding: Regional and community funding: Special Research Fund
01 January 2020 → 31 December 2030
Digital innovation for man and society
Funding: Regional and community funding: Special Research Fund
01 November 2021 → 31 October 2025
Enabling personalized medicine by optimizing disease treatments with hybrid machine learning
Fellow: Jarne Verhaeghe
Funding: Research Foundation - Flanders (FWO)
01 November 2023 → 31 October 2027
Explainable, human-in-the-loop hybrid AI, resolving conflicting user feedback
Fellow: Thibault Blyau
Funding: Research Foundation - Flanders (FWO)
01 October 2022 → 31 October 2023
Explainable, human-in-the-loop hybrid AI, resolving conflicting user feedback and in a federated learning setting
Fellow: Thibault Blyau
Funding: Regional and community funding: Special Research Fund
01 January 2020 → 31 December 2023
HEROI2C: Hybrid machinE leaRning for Improved Infection management in Critically ill patients
Funding: Research Foundation - Flanders (FWO)
01 November 2020 → 31 October 2024
Hybrid machine learning with BIM for energy optimization and dweller well-being in smart buildings
Fellow: Emiel Deprost
Funding: Research Foundation - Flanders (FWO)
01 January 2013 → 31 December 2016
Monitoring offshore wind turbines using advanced sensor technologies
Funding: Institutional allowance
01 September 2010 → 31 August 2014
Motion Analysis & adaptation using wearable MEMS sensors
Funding: Ghent University funding
01 November 2019 → 08 October 2023
Physics-enhanced machine learning for domain-aware predictive maintenance.
Fellow: Ganjour Mazaev
Funding: Research Foundation - Flanders (FWO)
01 January 2023 → 31 December 2027
Promoting stable remission in depression by combining e-health and cognitive science: the development of DEpression’s DIgital foreCAsting Tool (DEDICAT)
Funding: Regional and community funding: Special Research Fund
01 January 2020 → 31 December 2022
Protecting future fusion power plants – Development of efficient and real-time plasma disruption predictors for ITER by combining advanced data-driven models with physics insights
Fellow: Azarakhsh Jalalvand
Funding: Regional and community funding: Special Research Fund
01 November 2024 → 31 October 2028
Reliable Uncertainty Quantification for Machine Learning in Healthcare Applications
Fellow: Jef Jonkers
Funding: Research Foundation - Flanders (FWO)
15 December 2016 → 15 September 2019
Time-spatial enrichment of (meta) data for optimizing the exploration and exploitation of scientific collections
Funding: Federal funding: various
01 November 2021 → 31 October 2025
Towards precision health by enabling multimodal monitoring in real-life settings using uncertainty based, hierarchical, and time-dynamic models
Fellow: Jonas Van Der Donckt
Funding: Research Foundation - Flanders (FWO)
01 November 2020 → 31 October 2021
Towards precision health by enabling multimodal monitoring in real-life settings using uncertainty based hierarchical and time-dynamic models
Fellow: Jonas Van Der Donckt
Funding: Regional and community funding: Special Research Fund
01 January 2024 → 31 December 2025
Trustworthy AI for healthcare
Funding: Regional and community funding: Special Research Fund
01 November 2024 → 31 October 2028
Unobtrusive monitoring of personal chronic disease progression while determining causal relations in real-world settings.
Fellow: Stephanie Chen
Funding: Research Foundation - Flanders (FWO)
As
Copromotor
15 December 2023 → 31 October 2026
AI-enabling Smart Wound carE Electronics Patches 2 - AI-SWEEP-2
Funding: Federal funding: various
01 February 2012 → 31 January 2016
Cyberbullying among adolescents: behavioural determinants and effectiveness of an intervention to promote active positive bystander behaviour
Funding: Regional and community funding: various
01 January 2019 → 09 October 2022
Dynamic hybrid models for virtual scenario testing and optimal design of drivetrains
Fellow: Wannes De Groote
Funding: Research Foundation - Flanders (FWO)
22 May 2020 → 31 May 2021
Testing & optimising a mobile app in Belgium for the prevention and management of COVID-19 infections
Funding: Research Foundation - Flanders (FWO)
As
Researcher
15 April 2020 → 14 January 2021
Testing & optimising the COVered App for the prevention and management of COVID-19 infections
Funding: Regional and community funding: Special Research Fund