Publications of research program AI for Life
2025
| Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs, , , and , in: 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, pages 693–705, Association for Computational Linguistics, 2025 |
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| Automatic transformer-based grading of multiple retinal inflammatory signs in uveitis on fluorescein angiography, , , , , , , , , , , , , and , in: Computers in Biology and Medicine, 193(110327), 2025 |
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| ERP Signals During Speech Articulation: Does Auditory Feedback Mask Other Ongoing Cognitive-motor Processes?, , and , in: Brain Topography, 38(5), 2025 |
| Exploring auditory feedback mechanisms in speech recognition, and , in: Proceedings of Interspeech 2025, pages 4743-4747, 2025 |
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| Exploring In-Context Learning Capabilities of ChatGPT for Pathological Speech Detection, , and , in: ITG Conference on Speech Communication, IEEE, 2025 |
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| Graph Neural Networks for Parkinson's Disease Detection, , , and , in: International Conference on Acoustics, Speech and Signal Processing, Hyderabad, India, IEEE, 2025 |
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| Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning, , , , , , , , , , , and , in: Diabetes Care, 2025 |
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| Multiview Canonical Correlation Analysis for Automatic Pathological Speech Detection, , and , in: International Conference on Acoustics, Speech and Signal Processing, Hyderabad, India, IEEE, 2025 |
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| On Detection of Depression in Parkinson's Disease Patients' Speech: Handcrafted Features vs. Speech Foundation Models, , , and , in: Automatic Assessment of Parkinsonian Speech, Springer Nature Switzerland AG, 2025 |
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| On the Nature of Explanation: An Epistemological-Linguistic Perspective for Explanation-Based Natural Language Inference, and , in: Philosophy & Technology, 2025 |
| Overview of Automatic Speech Analysis and Technologies for Neurodegenerative Disorders: Diagnosis and Assistive Applications, , and , in: IEEE Journal of Selected Topics in Signal Processing, 2025 |
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| Speech power spectra: a window into neural oscillations in Parkinson’s disease, and , in: Proceedings of Interspeech, 2025 |
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| STM-GNN: Space-Time-and-Memory Graph Neural Networks for Predicting Multi-Drug Resistance Risks in Dynamic Patient Networks, , , , , and , in: International Conference on Artificial Intelligence in Medicine, Pavia, Italy, 2025 |
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| Towards Integrated Processing of Physiological Signals and Speech, , Ecole polytechnique fédérale de Lausanne (EPFL), 2025 |
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| Towards Leveraging Sequential Structure in Animal Vocalizations, and , in: Neural Information Processing Systems workshop: AI for Non-Human Animal Communication, 2025 |
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| UpSMART: five years of digital innovation in cancer clinical research---achievements, challenges, and recommendations, , , , , , , , , , , , , , , , , , , , , and , in: Frontiers in Digital Health, 7, 2025 |
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2024
| Absolute retinal blood flow in healthy eyes and in eyes with retinal vein occlusion, , , , , , , and , in: Microvascular Research, 152, 2024 |
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| Comparing Stability and Discriminatory Power of Hand-crafted Versus Deep Radiomics: A 3D-Printed Anthropomorphic Phantom Study, , , , , , , , , , and , in: Proceedings of the 12th European Workshop on Visual Information Processing, 2024 |
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| DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews, , , , , and , in: Proceedings of the 6th Clinical Natural Language Processing Workshop, Mexico City, Mexico, pages 82–90, Association for Computational Linguistics, 2024 |
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| Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability, , and , in: Proceedings of the 12th European Workshop on Visual Information Processing, 2024 |
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