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Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models
28 September 2023
Manuel Schürch
Xiang Li
Ahmed Allam
Giulia Rathmes
Amina Mollaysa
Claudia Cavelti-Weder
Michael Krauthammer
AI4TS
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Papers citing
"Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models"
5 / 5 papers shown
Title
Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker Identification
Michael Vollenweider
Manuel Schürch
Chiara Rohrer
Gabriele Gut
Michael Krauthammer
Andreas Wicki
CML
19
0
0
01 Oct 2024
Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis
Cécile Trottet
Manuel Schürch
Ahmed Allam
Imon Barua
L. Petelytska
...
Mislav Radic
Oliver Distler
A. Hoffmann-Vold
Michael Krauthammer
Eustar collaborators
MedIm
16
0
0
16 Jul 2024
Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data
Manuel Schürch
Laura Boos
V. Heinzelmann-Schwarz
Gabriele Gut
Michael Krauthammer
Andreas Wicki
Tumor Profiler Consortium
14
2
0
19 Feb 2024
Modeling Complex Disease Trajectories using Deep Generative Models with Semi-Supervised Latent Processes
Cécile Trottet
Manuel Schürch
Ahmed Allam
Imon Barua
L. Petelytska
Oliver Distler
A. Hoffmann-Vold
Michael Krauthammer
Eustar collaborators
22
2
0
14 Nov 2023
Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification
Renat Sergazinov
Mohammadreza Armandpour
I. Gaynanova
BDL
AI4TS
MedIm
22
11
0
09 Sep 2022
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