Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox
Picture for Jared A. Dunnmon

Jared A. Dunnmon
Alert button

Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models


Nov 21, 2022
Siyi Tang, Jared A. Dunnmon, Liangqiong Qu, Khaled K. Saab, Christopher Lee-Messer, Daniel L. Rubin

Add code
Alert button

Figure 1 for Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models
Figure 2 for Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models
Figure 3 for Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models
Figure 4 for Spatiotemporal Modeling of Multivariate Signals With Graph Neural Networks and Structured State Space Models

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training


Apr 16, 2021
Siyi Tang, Jared A. Dunnmon, Khaled Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel L. Rubin, Christopher Lee-Messer

Add code
Alert button

Figure 1 for Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training
Figure 2 for Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training
Figure 3 for Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training
Figure 4 for Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems


Nov 25, 2020
Nimit S. Sohoni, Jared A. Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré

Add code
Alert button

Figure 1 for No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
Figure 2 for No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
Figure 3 for No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
Figure 4 for No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
* 39 pages. Accepted as a conference paper at NeurIPS 2020 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset


Oct 15, 2020
Siyi Tang, Amirata Ghorbani, Rikiya Yamashita, Sameer Rehman, Jared A. Dunnmon, James Zou, Daniel L. Rubin

Add code
Alert button

Figure 1 for Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset
Figure 2 for Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset
Figure 3 for Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset
Figure 4 for Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Assessing Robustness to Noise: Low-Cost Head CT Triage


Mar 29, 2020
Sarah M. Hooper, Jared A. Dunnmon, Matthew P. Lungren, Sanjiv Sam Gambhir, Christopher Ré, Adam S. Wang, Bhavik N. Patel

Add code
Alert button

Figure 1 for Assessing Robustness to Noise: Low-Cost Head CT Triage
Figure 2 for Assessing Robustness to Noise: Low-Cost Head CT Triage
Figure 3 for Assessing Robustness to Noise: Low-Cost Head CT Triage
Figure 4 for Assessing Robustness to Noise: Low-Cost Head CT Triage
* AI for Affordable Healthcare Workshop at ICLR 2020. First two authors have equal contribution; last two authors have equal contribution. Revision made to manuscript header according to workshop guidelines on 3/28/20 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email