Khaled Saab

17 papers A* 3Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Towards trustworthy seizure onset detection using workflow notes.
npj Digit. Medicine
Khaled Saab, Siyi Tang, Mohamed Taha, Christopher Lee-Messer, Christopher Ré, Daniel L. Rubin
2023 A* conf
A case for reframing automated medical image classification as segmentation.
NeurIPS
Sarah M. Hooper, Mayee F. Chen, Khaled Saab, Kush Bhatia, Curtis P. Langlotz, Christopher Ré
2023 J jnl
Towards trustworthy seizure onset detection using workflow notes.
CoRR
Khaled Saab, Siyi Tang, Mohamed Taha, Christopher Lee-Messer, Christopher Ré, Daniel L. Rubin
2022 J jnl
Domino: Discovering Systematic Errors with Cross-Modal Embeddings.
CoRR
Sabri Eyuboglu, Maya Varma, Khaled Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Ré
2022 — conf
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity.
MLHC
Khaled Saab, Sarah M. Hooper, Mayee F. Chen, Michael Zhang, Daniel L. Rubin, Christopher Ré
2022 J jnl
The Importance of Background Information for Out of Distribution Generalization.
CoRR
Jupinder Parmar, Khaled Saab, Brian Pogatchnik, Daniel L. Rubin, Christopher Ré
2022 — conf
ViLMedic: a framework for research at the intersection of vision and language in medical AI.
ACL (demo)
Jean-Benoit Delbrouck, Khaled Saab, Maya Varma, Sabri Eyuboglu, Pierre J. Chambon, Jared Dunnmon, Juan Zambrano, Akshay Chaudhari, Curtis P. Langlotz
2021 J jnl
Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training.
CoRR
Siyi Tang, Jared A. Dunnmon, Khaled Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel L. Rubin, Christopher Lee-Messer
2021 A* conf
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers.
NeurIPS
Albert Gu, Isys Johnson, Karan Goel, Khaled Saab, Tri Dao, Atri Rudra, Christopher Ré
2021 J jnl
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers.
CoRR
Albert Gu, Isys Johnson, Karan Goel, Khaled Saab, Tri Dao, Atri Rudra, Christopher Ré
2021 — conf
Observational Supervision for Medical Image Classification Using Gaze Data.
MICCAI (2)
Khaled Saab, Sarah M. Hooper, Nimit Sharad Sohoni, Jupinder Parmar, Brian Pogatchnik, Sen Wu, Jared A. Dunnmon, Hongyang R. Zhang, Daniel L. Rubin, Christopher Ré
2020 J jnl
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
Patterns
Jared A. Dunnmon, Alexander J. Ratner, Khaled Saab, Nishith Khandwala, Matthew Markert, Hersh Sagreiya, Roger E. Goldman, Christopher Lee-Messer, Matthew P. Lungren, Daniel L. Rubin, Christopher Ré
2020 J jnl
Let's Hope it Works! Inaccurate Supervision of Neural Networks with Incorrect Labels: Application to Epilepsy.
CoRR
Florian Dubost, Erin Hong, Daniel Y. Fu, Nandita Bhaskhar, Siyi Tang, Khaled Saab, Daniel L. Rubin, Jared Dunnmon, Christopher Lee-Messer
2020 J jnl
Weak supervision as an efficient approach for automated seizure detection in electroencephalography.
npj Digit. Medicine
Khaled Saab, Jared Dunnmon, Christopher Ré, Daniel L. Rubin, Christopher Lee-Messer
2019 J jnl
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
CoRR
Jared Dunnmon, Alexander Ratner, Nishith Khandwala, Khaled Saab, Matthew Markert, Hersh Sagreiya, Roger E. Goldman, Christopher Lee-Messer, Matthew P. Lungren, Daniel L. Rubin, Christopher Ré
2019 — conf
Doubly Weak Supervision of Deep Learning Models for Head CT.
MICCAI (3)
Khaled Saab, Jared Dunnmon, Roger E. Goldman, Alexander Ratner, Hersh Sagreiya, Christopher Ré, Daniel L. Rubin
2017 A* conf
Protecting Bare-Metal Embedded Systems with Privilege Overlays.
IEEE Symposium on Security and Privacy
Abraham A. Clements, Naif Saleh Almakhdhub, Khaled Saab, Prashast Srivastava, Jinkyu Koo, Saurabh Bagchi, Mathias Payer