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Found 28 publication records. Showing 28 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Kerstin Bach, Razvan C. Bunescu, Cindy Marling, Nirmalie Wiratunga (eds.) |
Proceedings of the 5th International Workshop on Knowledge Discovery in Healthcare Data co-located with 24th European Conference on Artificial Intelligence, KDH@ECAI 2020, Santiago de Compostela, Spain & Virtually, August 29-30, 2020.  |
KDH@ECAI  |
2020 |
DBLP BibTeX RDF |
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| 1 | Giacomo Cappon, Lorenzo Meneghetti, Francesco Prendin, Jacopo Pavan, Giovanni Sparacino, Simone Del Favero, Andrea Facchinetti |
A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Ning Ma, Yuhang Zhao, Shuang Wen 0002, Tao Yang, Ruikun Wu, Rui Tao, Xia Yu, Hongru Li |
Online Blood Glucose Prediction Using Autoregressive Moving Average Model with Residual Compensation Network. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Tao Yang, Ruikun Wu, Rui Tao, Shuang Wen 0002, Ning Ma, Yuhang Zhao, Xia Yu, Hongru Li |
Multi-Scale Long Short-Term Memory Network with Multi-Lag Structure for Blood Glucose Prediction. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Michael Mayo, Tomas Koutny |
Neural Multi-class Classification Approach to Blood Glucose Level Forecasting with Prediction Uncertainty Visualisation. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Hoda Nemat, Heydar Khadem, Jackie Elliott, Mohammed Benaissa |
Data Fusion of Activity and CGM for Predicting Blood Glucose Levels. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Richard McShinsky, Brandon Marshall |
Comparison of Forecasting Algorithms for Type 1 Diabetic Glucose Prediction on 30 and 60-Minute Prediction Horizons. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Xiaoyu Sun 0007, Mudassir M. Rashid, Mert Sevil, Nicole Hobbs, Rachel Brandt, Mohammad-Reza Askari, Andrew Shahidehpour, Ali Cinar |
Prediction of Blood Glucose Levels for People with Type 1 Diabetes using Latent-Variable-based Model. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Yunjie Lisa Lu, Abigail Koay, Michael Mayo |
In Silico Comparison of Continuous Glucose Monitor Failure Mode Strategies for an Artificial Pancreas. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | John Daniels, Pau Herrero, Pantelis Georgiou |
Personalised Glucose Prediction via Deep Multitask Networks. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Jeremy Beauchamp, Razvan C. Bunescu, Cindy Marling |
A General Neural Architecture for Carbohydrate and Bolus Recommendations in Type 1 Diabetes Management. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Jonas Freiburghaus, Aïcha Rizzotti-Kaddouri, Fabrizio Albertetti |
A Deep Learning Approach for Blood Glucose Prediction and Monitoring of Type 1 Diabetes Patients. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Cindy Marling, Razvan C. Bunescu |
The OhioT1DM Dataset for Blood Glucose Level Prediction: Update 2020. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Harry Rubin-Falcone, Ian Fox, Jenna Wiens |
Deep Residual Time-Series Forecasting: Application to Blood Glucose Prediction. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Yumin Liu, Claire Zhao, Jonathan Rubin |
Uncertainty Quantification in Chest X-Ray Image Classification using Bayesian Deep Neural Networks. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Heydar Khadem, Hoda Nemat, Jackie Elliott, Mohammed Benaissa |
Multi-lag Stacking for Blood Glucose Level Prediction. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Taiyu Zhu, Xi Yao, Kezhi Li, Pau Herrero, Pantelis Georgiou |
Blood Glucose Prediction for Type 1 Diabetes Using Generative Adversarial Networks. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Alfonso Emilio Gerevini, Roberto Maroldi, Matteo Olivato, Luca Putelli, Ivan Serina |
Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Ananth Reddy Bhimireddy, Priyanshu Sinha, Bolu Oluwalade, Judy Wawira Gichoya, Saptarshi Purkayastha |
Blood Glucose Level Prediction as Time-Series Modeling using Sequence-to-Sequence Neural Networks. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Jacopo Pavan, Francesco Prendin, Lorenzo Meneghetti, Giacomo Cappon, Giovanni Sparacino, Andrea Facchinetti, Simone Del Favero |
Personalized Machine Learning Algorithm based on Shallow Network and Error Imputation Module for an Improved Blood Glucose Prediction. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | David Joedicke, Gabriel Kronberger, José Manuel Colmenar, Stephan M. Winkler, José Manuel Velasco, Sergio Contador, José Ignacio Hidalgo |
Analysis of the performance of Genetic Programming on the Blood Glucose Level Prediction Challenge 2020. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Hadia Hameed, Samantha Kleinberg |
Investigating Potentials and Pitfalls of Knowledge Distillation Across Datasets for Blood Glucose Forecasting. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Mohammad Hesam Hesamian, Wenjing Jia, Sean He, Paul J. Kennedy |
Region Proposal Network for Lung Nodule Detection and Segmentation. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Robert Bevan, Frans Coenen |
Experiments in Non-Personalized Future Blood Glucose Level Prediction. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Diana Cristea, Christian Sacarea, Diana-Florina Sotropa |
Knowledge Discovery and Visualization in Healthcare Datasets using Formal Concept Analysis and Graph Databases. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Meike Nauta, Michel J. A. M. van Putten, Marleen C. Tjepkema-Cloostermans, Jeroen Bos, Maurice van Keulen, Christin Seifert |
Interactive Explanations of Internal Representations of Neural Network Layers: An Exploratory Study on Outcome Prediction of Comatose Patients. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Eva Blomqvist, Marjan Alirezaie, Marina Santini |
Towards Causal Knowledge Graphs - Position Paper. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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| 1 | Carlos Francisco Moreno-García, Truong Dang, Kyle Martin, Manish Patel, Andrew Thompson 0008, Lesley Leishman, Nirmalie Wiratunga |
Assessing the Clinicians' Pathway to Embed Artificial Intelligence for Assisted Diagnostics of Fracture Detection. |
KDH@ECAI |
2020 |
DBLP BibTeX RDF |
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