Katabi, Dina

Smart Homes that Monitor Breathing and Heart Rate

Adib, F., Mao, H., Kabelac, Z., Katabi, D., & Miller, R. C. (2015) · Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems

Non-Invasive Vital Sign MonitoringWireless Body Area Networks

Cited by 916

Emotion recognition using wireless signals

Zhao, M., Adib, F., & Katabi, D. (2016) · Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking

Emotion and Mood RecognitionNon-Invasive Vital Sign Monitoring

Cited by 461

Capturing the human figure through a wall

Adib, F., Hsu, C.-Y., Mao, H., Katabi, D., & Durand, F. (2015) · ACM Transactions on Graphics

Indoor and Outdoor Localization TechnologiesHand Gesture Recognition Systems

Cited by 443

Artificial intelligence-enabled detection and assessment of Parkinson’s disease using nocturnal breathing signals

Yang, Y., Yuan, Y., Zhang, G., Wang, H., Chen, Y.-C., Liu, Y., Tarolli, C. G., Crepeau, D., Bukartyk, J., Junna, M. R., et al. (2022) · Nature Medicine

Non-Invasive Vital Sign MonitoringParkinson's Disease Mechanisms and Treatments

Cited by 296

The limits of fair medical imaging AI in real-world generalization

Yang, Y., Zhang, H., Gichoya, J. W., Katabi, D., & Ghassemi, M. (2024) · Nature Medicine

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 285

Delving into deep imbalanced regression

Yang, Y., Zha, K., Chen, Y.-C., Wang, H., & Katabi, D. (2021) · arXiv

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 229

Over-the-air Function Computation in Sensor Networks

Abari, O., Rahul, H., & Katabi, D. (2016) · arXiv

Distributed Sensor Networks and Detection AlgorithmsEnergy Efficient Wireless Sensor Networks

Cited by 114

BodyCompass: Monitoring Sleep Posture with Wireless Signals

Yue, S., Yang, Y., Wang, H., Rahul, H., & Katabi, D. (2020) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Non-Invasive Vital Sign MonitoringContext-Aware Activity Recognition Systems

Cited by 112

Zero-Effort In-Home Sleep and Insomnia Monitoring using Radio Signals

Hsu, C.-Y., Ahuja, A., Yue, S., Hristov, R., Kabelac, Z., & Katabi, D. (2017) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Non-Invasive Vital Sign MonitoringContext-Aware Activity Recognition Systems

Cited by 97

Improving CLIP Training with Language Rewrites

Fan, L., Krishnan, D., Isola, P., Katabi, D., & Tian, Y. (2023) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 74

Scaling Laws of Synthetic Images for Model Training … for Now

Fan, L., Chen, K., Krishnan, D., Katabi, D., Isola, P., & Tian, Y. (2024) · 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Generative Adversarial Networks and Image SynthesisDomain Adaptation and Few-Shot Learning

Cited by 46

Accelerating Parkinson’s Disease drug development with federated learning approaches

Khanna, A., Adams, J., Antoniades, C., Bloem, B. R., Carroll, C., Cedarbaum, J., Cosman, J., Dexter, D. T., Dockendorf, M. F., Edgerton, J., et al. (2024) · npj Parkinson's Disease

Privacy-Preserving Technologies in DataParkinson's Disease Mechanisms and Treatments

Cited by 21