Papers
242 papers found
Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics
John A Quinn, Rose Nakasi, Pius K. B. Mugagga et al.
Deep Survival Analysis
Rajesh Ranganath, Adler Perotte, Noémie Elhadad et al.
Diagnostic Prediction Using Discomfort Drawings with IBTM
Cheng Zhang, Hedvig Kjellström, Carl Henrik Ek et al.
Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series
Zachary C Lipton, David Kale, Randall Wetzel
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks
Edward Choi, Mohammad Taha Bahadori, Andy Schuetz et al.
gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity
Rhiannon Rose, Daniel Lizotte
Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization
Shalmali Joshi, Suriya Gunasekar, David Sontag et al.
Input-Output Non-Linear Dynamical Systems applied to Physiological Condition Monitoring
Konstantinos Georgatzis, Chris Williams, Christopher Hawthorne
Learning Robust Features using Deep Learning for Automatic Seizure Detection
Pierre Thodoroff, Joelle Pineau, Andrew Lim
Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep vs. Flat Feature Representations
Peter J. Schüffler, Judy Sarungbam, Hassan Muhammad et al.
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy
Bilal Ahmed, Thomas Thesen, Karen Blackmon et al.
Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests
Narges Razavian, Jake Marcus, David Sontag
Predicting Disease Progression with a Model for Multivariate Longitudinal Clinical Data
Joseph Futoma, Mark Sendak, Blake Cameron et al.
Preterm Birth Prediction: Stable Selection of Interpretable Rules from High Dimensional Data
Truyen Tran, Wei Luo, Dinh Phung et al.
Transferring Knowledge from Text to Predict Disease Onset
Yun Liu, Collin Stultz, John Guttag et al.
Uncovering Voice Misuse Using Symbolic Mismatch
Marzyeh Ghassemi, Zeeshan Syed, Daryush Mehta et al.
Using Kernel Methods and Model Selection for Prediction of Preterm Birth
Ilia Vovsha, Ansaf Salleb-Aouissi, Anita Raja et al.