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Leveraging Periodicity for Robustness with Multi-modal Mood Pattern Models
content type paper research area Health, research area Methods and Algorithmsconference NeurIPSPublished year 2024
AuthorsJaya Narain*, Jenny Sun*, Oussama Elachqar, Haraldur Hallgrimsson, Feng Zhu, Shirley Ren
Model-Driven Heart Rate Estimation and Heart Murmur Detection Based on Phonocardiogram
content type paper research area Data Science and Annotation, research area HealthPublished year 2024
AuthorsJingping Nie, Ran Liu, Behrooz Mahasseni, Erdrin Azemi, Vikramjit Mitra
Pre-Trained Foundation Model Representations to Uncover Breathing Patterns in Speech
content type paper research area Health, research area Speech and Natural Language Processingconference KDDPublished year 2024
AuthorsVikramjit Mitra, Anirban Chatterjee, Ke Zhai, Helen Weng, Ayuko Hill, Nicole Hay, Christopher Webb, Jamie Cheng, Erdrin Azemi
Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction
content type paper research area Health, research area Methods and AlgorithmsIEEE Conference on Artificial Intelligence for Medicine, Health, and CarePublished year 2024
AuthorsSayeri Lala, Hanlin Goh, Chris Sandino
Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals
content type paper research area Health, research area Methods and AlgorithmsWorkshop at ICLRPublished year 2024
AuthorsRan Liu, Ellen Zippi, Hadi Pour Ansari, Chris Sandino, Jingping Nie, Hanlin Goh, Erdrin Azemi, Ali Moin
Personalizing Health and Fitness with Hybrid Modeling
content type highlight research area Health, research area Methods and AlgorithmsPublished year 2024
Large-scale Training of Foundation Models for Wearable Biosignals
content type paper research area Health, research area Methods and Algorithmsconference ICLRPublished year 2024
AuthorsSalar Abbaspourazad, Oussama Elachqar, Andrew C. Miller, Saba Emrani, Udhyakumar Nallasamy, Ian Shapiro
Hybrid Model Learning for Cardiovascular Biomarkers Inference
content type paper research area Health, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2024
AuthorsOrtal Senouf, Jens Behrmann, Joern-Henrik Jacobsen, Pascal Frossard, Emmanuel Abbe, Antoine Wehenkel

Leveraging Periodicity for Robustness with Multi-modal Mood Pattern Models
content type paper research area Health, research area Methods and Algorithmsconference NeurIPSPublished year 2024
AuthorsJaya Narain*, Jenny Sun*, Oussama Elachqar, Haraldur Hallgrimsson, Feng Zhu, Shirley Ren
Model-Driven Heart Rate Estimation and Heart Murmur Detection Based on Phonocardiogram
content type paper research area Data Science and Annotation, research area HealthPublished year 2024
AuthorsJingping Nie, Ran Liu, Behrooz Mahasseni, Erdrin Azemi, Vikramjit Mitra
Pre-Trained Foundation Model Representations to Uncover Breathing Patterns in Speech
content type paper research area Health, research area Speech and Natural Language Processingconference KDDPublished year 2024
AuthorsVikramjit Mitra, Anirban Chatterjee, Ke Zhai, Helen Weng, Ayuko Hill, Nicole Hay, Christopher Webb, Jamie Cheng, Erdrin Azemi
Label-Efficient Sleep Staging Using Transformers Pre-trained with Position Prediction
content type paper research area Health, research area Methods and AlgorithmsIEEE Conference on Artificial Intelligence for Medicine, Health, and CarePublished year 2024
AuthorsSayeri Lala, Hanlin Goh, Chris Sandino
Frequency-Aware Masked Autoencoders for Multimodal Pretraining on Biosignals
content type paper research area Health, research area Methods and AlgorithmsWorkshop at ICLRPublished year 2024
AuthorsRan Liu, Ellen Zippi, Hadi Pour Ansari, Chris Sandino, Jingping Nie, Hanlin Goh, Erdrin Azemi, Ali Moin
Personalizing Health and Fitness with Hybrid Modeling
content type highlight research area Health, research area Methods and AlgorithmsPublished year 2024
Large-scale Training of Foundation Models for Wearable Biosignals
content type paper research area Health, research area Methods and Algorithmsconference ICLRPublished year 2024
AuthorsSalar Abbaspourazad, Oussama Elachqar, Andrew C. Miller, Saba Emrani, Udhyakumar Nallasamy, Ian Shapiro
Hybrid Model Learning for Cardiovascular Biomarkers Inference
content type paper research area Health, research area Methods and AlgorithmsWorkshop at NeurIPSPublished year 2024
AuthorsOrtal Senouf, Jens Behrmann, Joern-Henrik Jacobsen, Pascal Frossard, Emmanuel Abbe, Antoine Wehenkel

Research - Apple Machine Learning Research