Daniel Blackburn

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Automatic Speech Recognition

Functional Connectivity

Top Venues

Publications

Jun Cao, Lichao Yang, Ptolemaios G. Sarrigiannis, Daniel Blackburn, Yifan Zhao
Dementia classification using a graph neural network on imaging of effective brain connectivity. Comput. Biol. Medicine 168 (2024)
Fatimah Alzahrani, Bahman Mirheidari, Daniel Blackburn, Steve Maddock, Heidi Christensen
Investigating Visual Features for Cognitive Impairment Detection Using In-the-wild Data. FG (2023)
Vitaveska Lanfranchi, Muhammad Fadlian, Sheeba G. A. Koilpillai, Lise Sproson, Mark Burke, Sam Chapman, Daniel Blackburn
Understanding Driving Behaviour in Individuals with Mild Cognitive Impairments: A Naturalistic Study. HCI (39) (2023)
Bahman Mirheidari, Ronan O'Malley, Daniel Blackburn, Heidi Christensen
Identifying People with Mild Cognitive Impairment at Risk of Developing Dementia using Speech Analysis. ASRU (2023)
Dominik Klepl, Fei He, Min Wu, Daniel Blackburn, Ptolemaios G. Sarrigiannis
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease. EMBC (2022)
Bahman Mirheidari, Daniel Blackburn, Heidi Christensen
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores. INTERSPEECH (2022)
Samuel Hollands, Daniel Blackburn, Heidi Christensen
Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation. INTERSPEECH (2022)
Bahman Mirheidari, Yilin Pan, Daniel Blackburn, Ronan O'Malley, Heidi Christensen
Identifying Cognitive Impairment Using Sentence Representation Vectors. Interspeech (2021)
Yilin Pan, Venkata Srikanth Nallanthighal, Daniel Blackburn, Heidi Christensen, Aki Härmä
Multi-Task Estimation of Age and Cognitive Decline from Speech. ICASSP (2021)
Dalia Attas, Bahman Mirheidari, Daniel Blackburn, Annalena Venneri, Traci Walker, Kirsty Harkness, Markus Reuber, Chris Blackmore, Heidi Christensen
Predicting Levels of Depression and Anxiety in People with Neurodegenerative Memory Complaints Presenting with Confounding Symptoms. SAI (3) (2021)
Yilin Pan, Bahman Mirheidari, Jennifer M. Harris, Jennifer C. Thompson, Matthew Jones, Julie S. Snowden, Daniel Blackburn, Heidi Christensen
Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer's Dementia Detection Through Spontaneous Speech. Interspeech (2021)
Fatimah Alzahrani, Bahman Mirheidari, Daniel Blackburn, Steve Maddock, Heidi Christensen
Eye Blink Rate Based Detection of Cognitive Impairment Using In-the-wild Data. ACII (2021)
Jun Cao, Kacper Grajcar, Xiaocai Shan, Yifan Zhao, Jiaru Zou, Liangyu Chen, Zhiqing Li, Richard Grunewald, Panagiotis Zis, Matteo De Marco, Zoe C. Unwin, Daniel Blackburn, Ptolemaios G. Sarrigiannis
Using interictal seizure-free EEG data to recognise patients with epilepsy based on machine learning of brain functional connectivity. Biomed. Signal Process. Control. 67 (2021)
Yifan Zhao, Yitian Zhao, Pholpat Durongbhan, Liangyu Chen, Jiang Liu, S. A. Billings, Panagiotis Zis, Zoe C. Unwin, Matteo De Marco, Annalena Venneri, Daniel Blackburn, Ptolemaios G. Sarrigiannis
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease. IEEE Trans. Medical Imaging 39 (5) (2020)
Bahman Mirheidari, Yilin Pan, Daniel Blackburn, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen
Data augmentation using generative networks to identify dementia. CoRR (2020)
Bahman Mirheidari, Daniel Blackburn, Ronan O'Malley, Annalena Venneri, Traci Walker, Markus Reuber, Heidi Christensen
Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation. INTERSPEECH (2020)
Yilin Pan, Bahman Mirheidari, Zehai Tu, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Daniel Blackburn, Heidi Christensen
Acoustic Feature Extraction with Interpretable Deep Neural Network for Neurodegenerative Related Disorder Classification. INTERSPEECH (2020)
Nicholas Cummins, Yilin Pan, Zhao Ren, Julian Fritsch, Venkata Srikanth Nallanthighal, Heidi Christensen, Daniel Blackburn, Björn W. Schuller, Mathew Magimai-Doss, Helmer Strik, Aki Härmä
A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition. INTERSPEECH (2020)
Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen
Improving Detection of Alzheimer's Disease Using Automatic Speech Recognition to Identify High-Quality Segments for More Robust Feature Extraction. INTERSPEECH (2020)
Bahman Mirheidari, Daniel Blackburn, Traci Walker, Markus Reuber, Heidi Christensen
Dementia detection using automatic analysis of conversations. Comput. Speech Lang. 53 (2019)
Bahman Mirheidari, Yilin Pan, Traci Walker, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen
Detecting Alzheimer's Disease by estimating attention and elicitation path through the alignment of spoken picture descriptions with the picture prompt. CoRR (2019)
Bahman Mirheidari, Daniel Blackburn, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen
Computational Cognitive Assessment: Investigating the Use of an Intelligent Virtual Agent for the Detection of Early Signs of Dementia. ICASSP (2019)
Yilin Pan, Bahman Mirheidari, Markus Reuber, Annalena Venneri, Daniel Blackburn, Heidi Christensen
Automatic Hierarchical Attention Neural Network for Detecting AD. INTERSPEECH (2019)
Bahman Mirheidari, Daniel Blackburn, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen
Detecting Signs of Dementia Using Word Vector Representations. INTERSPEECH (2018)
Bahman Mirheidari, Daniel Blackburn, Kirsty Harkness, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen
An Avatar-Based System for Identifying Individuals Likely to Develop Dementia. INTERSPEECH (2017)
Bahman Mirheidari, Daniel Blackburn, Markus Reuber, Traci Walker, Heidi Christensen
Diagnosing People with Dementia Using Automatic Conversation Analysis. INTERSPEECH (2016)