46 citations · 64 across the 4 of their papers we have counts for
4 papers
CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies
Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee +2
Clinical Cohort Studies (CCS), such as randomized clinical trials, are a great source of documented clinical research. Ideally, a clinical expert inspects these articles for explor…
Performance and utility trade-off in interpretable sleep staging
Irfan Al-Hussaini, Cassie S. Mitchell
Recent advances in deep learning have led to the development of models approaching the human level of accuracy. However, healthcare remains an area lacking in widespread adoption.…
SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features
Irfan Al-Hussaini, Cassie S. Mitchell
The accuracy of recent deep learning based clinical decision support systems is promising. However, lack of model interpretability remains an obstacle to widespread adoption of art…
Denoising Multi-Source Weak Supervision for Neural Text Classification
Wendi Ren, Yinghao Li, Hanting Su +3
We study the problem of learning neural text classifiers without using any labeled data, but only easy-to-provide rules as multiple weak supervision sources. This problem is challe…