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publications
Automatic Speech Recognition Performance in Psychiatric Speech: Linguistic, Clinical, and Architectural Factors
Published in , 1900
Submitted Ā· NPPāDigital Psychiatry and Neuroscience (DPN), Nature Portfolio
Recommended citation: El-Mufti, N., Mackinley, M., Dzialoszynski, P., Palaniyappan, L., & Voppel, A.* (under review). Automatic Speech Recognition Performance in Psychiatric Speech: Linguistic, Clinical, and Architectural Factors.
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Celebs4PD: A Demographically Matched Corpus of Longitudinal, In-the-Wild Speech for Responsible Parkinsonās Detection
Published in NeurIPS 2027 Evaluations & Datasets Track, 1900
In Preparation Ā· NeurIPS 2027 Evaluations & Datasets Track
Recommended citation: El-Mufti, N., Kersten-Oertel, M., & Ravanelli, M.* (in preparation). Celebs4PD: A Demographically Matched Corpus of Longitudinal, In-the-Wild Speech for Responsible Parkinsonās Detection.
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Futures Before Failures: Design Fictions for Anticipatory Fairness in Surgical AI
Published in Joint FAIMI-BRIDGE-EPIMI Workshop, MICCAI 2026, 1900
Accepted Ā· Joint FAIMI-BRIDGE-EPIMI Workshop, MICCAI 2026
Recommended citation: El-Mufti, N., Drouin, S., Jannin, P., & Kersten-Oertel, M.* (2026). Futures Before Failures: Design Fictions for Anticipatory Fairness in Surgical AI. Joint FAIMI-BRIDGE-EPIMI Workshop, MICCAI 2026.
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From Speech Biomarkers to Clinical Practice: Participatory Foresight for Responsible AI Deployment in Parkinsonās Disease
Published in , 1900
In Preparation Ā· npj Digital Medicine, Nature Portfolio
Recommended citation: El-Mufti, N., Ravanelli, M., & Kersten-Oertel, M.* (in preparation). From Speech Biomarkers to Clinical Practice: Participatory Foresight for Responsible AI Deployment in Parkinsonās Disease.
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User-Centered Design for Surgical Innovations: A Ventriculostomy Case Study
Published in 1st EPIMI Workshop, MICCAI 2022, 1900
Peer-reviewed Ā· 1st EPIMI Workshop, MICCAI 2022
Recommended citation: Reyes, J., El-Mufti, N., Gorman, S., Xie, D., & Kersten-Oertel, M.* (2022). User-Centered Design for Surgical Innovations: A Ventriculostomy Case Study. EPIMI Workshop, MICCAI 2022.
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VIRTUES: A Design-Fiction Framework for Eliciting the Values of Sustainable, Responsible Surgical Innovation
Published in Coming soon, 1900
In Preparation
Recommended citation: El-Mufti, N., Drouin, S., Jannin, P., & Kersten-Oertel, M.* (in preparation). VIRTUES: A Design-Fiction Framework for Eliciting the Values of Sustainable, Responsible Surgical Innovation.
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Whose Values Matter? Ethical Pluralism and Public Attention in Healthcare AI
Published in ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2027, 1900
In Preparation Ā· ACM FAccT 2027
Recommended citation: El-Mufti, N., Salim, M., & Kersten-Oertel, M.* (in preparation). Whose Values Matter? Ethical Pluralism and Public Attention in Healthcare AI. ACM FAccT 2027.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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