Generating Personalized Insulin Treatments Strategies with Deep Conditional Generative Time Series Models

28 September 2023

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