Papers
242 papers found
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage
Shijing Si, Rui Wang, Jedrek Wosik et al.
Time-Aware Transformer-based Network for Clinical Notes Series Prediction
Dongyu Zhang, Jidapa Thadajarassiri, Cansu Sen et al.
Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations
Benjamin Schloss, Sandeep Konam
Towards data-driven stroke rehabilitation via wearable sensors and deep learning
Aakash Kaku, Avinash Parnandi, Anita Venkatesan et al.
Towards Early Diagnosis of Epilepsy from EEG Data
Diyuan Lu, Sebastian Bauer, Valentin Neubert et al.
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV
Sonali Parbhoo, Mario Wieser, Volker Roth et al.
UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication
Do June Min, Veronica Perez-Rosas, Shihchen Kuo et al.
Using deep networks for scientific discovery in physiological signals
Tom Beer, Bar Eini-Porat, Sebastian Goodfellow et al.
A Calibration Metric for Risk Scores with Survival Data
Steve Yadlowsky, Sanjay Basu, Lu Tian
A Neural Model for Predicting Dementia from Language
Weirui Kong, Hyeju Jang, Giuseppe Carenini et al.
Are Online Reviews of Physicians Biased Against Female Providers?
Avijit Thawani, Michael J. Paul, Urmimala Sarkar et al.
ASAC: Active Sensing using Actor-Critic models
Jinsung Yoon, James Jordon, Mihaela Schaar
A Spatiotemporal Approach to Predicting Glaucoma Progression Using a CT-HMM
Supriya Nagesh, Alexander Moreno, Hiroshi Ishikawa et al.
Automated Estimation of Food Type from Body-worn Audio and Motion Sensors in Free-Living Environments
Mark Mirtchouk, Dana L. McGuire, Andrea L. Deierlein et al.
Clinical Judgement Study using Question Answering from Electronic Health Records
Bhanu Pratap Singh Rawat, Fe Li, Hong Yu
Clinically Accurate Chest X-Ray Report Generation
Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew McDermott et al.
Counterfactual Reasoning for Fair Clinical Risk Prediction
Stephen R. Pfohl, Tony Duan, Daisy Yi Ding et al.
Dynamically Personalized Detection of Hemorrhage
Chirag Nagpal, Xinyu Li, Michael R. Pinsky et al.
Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping
Michael Moor, Max Horn, Bastian Rieck et al.
EEGtoText: Learning to Write Medical Reports from EEG Recordings
Siddharth Biswal, Cao Xiao, M. Brandon Westover et al.
Embryo Staging with Weakly-Supervised Region Selection and Dynamically-Decoded Predictions
Tingfung Lau, Nathan Ng, Julian Gingold et al.
Enhancing high-content imaging for studying microtubule networks at large-scale
Hao-Chih Lee, Sarah T. Cherng, Riccardo Miotto et al.
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
Bret Nestor, Matthew B. A. McDermott, Willie Boag et al.
Few-Shot Learning for Dermatological Disease Diagnosis
Viraj Prabhu, Anitha Kannan, Murali Ravuri et al.
FLARe: Forecasting by Learning Anticipated Representations
Surya Teja Devarakonda, Joie Yeahuay Wu, Yi Ren Fung et al.