Semi-Structured Deep Piecewise Exponential Models

Semi-Structured Deep Piecewise Exponential Models

11 November 2020

Sebastian Polsterl

Christian Wachinger

Papers citing "Semi-Structured Deep Piecewise Exponential Models"

13 / 13 papers shown

Title
A Functional Extension of Semi-Structured Networks David Rügamer Bernard X. W. Liew Zainab Altai Almond Stöcker 26 0 0 07 Oct 2024
Generalizing Orthogonalization for Models with Non-Linearities David Rügamer Chris Kolb Tobias Weber Lucas Kook Thomas Nagler 42 0 0 03 May 2024
A New PHO-rmula for Improved Performance of Semi-Structured Networks David Rügamer 28 10 0 01 Jun 2023
Deep Learning for Survival Analysis: A Review S. Wiegrebe Philipp Kopper R. Sonabend Bernd Bischl Andreas Bender 21 64 0 24 May 2023
mixdistreg: An R Package for Fitting Mixture of Experts Distributional Regression with Adaptive First-order Methods David Rügamer 35 0 0 04 Feb 2023
MOTOR: A Time-To-Event Foundation Model For Structured Medical Records E. Steinberg Jason Alan Fries Yizhe Xu N. Shah OOD AI4TS 36 13 0 09 Jan 2023
Additive Higher-Order Factorization Machines David Rügamer 20 3 0 28 May 2022
DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for Complex Hazard Structures in Survival Analysis Philipp Kopper S. Wiegrebe Bernd Bischl Andreas Bender David Rügamer 27 18 0 12 Feb 2022
Towards modelling hazard factors in unstructured data spaces using gradient-based latent interpolation Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer 17 1 0 21 Oct 2021
Survival-oriented embeddings for improving accessibility to complex data structures T. Weber Michael Ingrisch M. Fabritius Bernd Bischl David Rügamer 11 0 0 21 Oct 2021
Scalable, Axiomatic Explanations of Deep Alzheimer's Diagnosis from Heterogeneous Data Sebastian Polsterl Christina Aigner Christian Wachinger FAtt 11 4 0 13 Jul 2021
Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform Sebastian Polsterl Tom Nuno Wolf Christian Wachinger MedIm 17 43 0 13 Jul 2021
deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression David Rügamer Chris Kolb Cornelius Fritz Florian Pfisterer Philipp Kopper ... Dominik Thalmeier Philipp F. M. Baumann Lucas Kook Nadja Klein Christian L. Müller BDL 16 19 0 06 Apr 2021