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10/11/2022
Knowledge-Driven New Drug Recommendation
Drug recommendation assists doctors in prescribing personalized medicati...
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09/16/2022
Artificial Intelligence for In Silico Clinical Trials: A Review
A clinical trial is an essential step in drug development, which is ofte...
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03/04/2022
AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment
Given a deep learning model trained on data from a source site, how to d...
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05/03/2021
Machine Learning Applications for Therapeutic Tasks with Genomics Data
Thanks to the increasing availability of genomics and other biomedical d...
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02/08/2021
HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data
Clinical trials are crucial for drug development but are time consuming,...
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12/08/2020
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization
Accurate prediction of the transmission of epidemic diseases such as COV...
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10/30/2020
FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection
To test the possibility of differentiating chest x-ray images of COVID-1...
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10/22/2020
UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data
Successful health risk prediction demands accuracy and reliability of th...
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10/05/2020
MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning
The efficacy of a drug depends on its binding affinity to the therapeuti...
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10/05/2020
MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization
Molecule optimization is a fundamental task for accelerating drug discov...
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10/04/2020
SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization
Thanks to the increasing availability of drug-drug interactions (DDI) da...
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06/15/2020
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching
Clinical trials play important roles in drug development but often suffe...
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02/26/2020
CLARA: Clinical Report Auto-completion
Generating clinical reports from raw recordings such as X-rays and elect...
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01/24/2020
StageNet: Stage-Aware Neural Networks for Health Risk Prediction
Deep learning has demonstrated success in health risk prediction especia...
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01/22/2020
DeepEnroll: Patient-Trial Matching with Deep Embedding and Entailment Prediction
Clinical trials are essential for drug development but often suffer from...
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01/22/2020
DeepEnroll: Patient-Trial Matching with Deep Embeddingand Entailment Prediction
Clinical trials are essential for drug development but often suffer from...
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11/26/2019
CONAN: Complementary Pattern Augmentation for Rare Disease Detection
Rare diseases affect hundreds of millions of people worldwide but are ha...
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11/23/2019
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment
Massive electronic health records (EHRs) enable the success of learning ...
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11/15/2019