AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning

21 October 2022

Papers citing "AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning"

8 / 8 papers shown

Title
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications Ricardo Knauer Marvin Grimm Erik Rodner LMTD 41 2 0 03 Sep 2024
Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications Ricardo Knauer Erik Rodner LMTD 30 3 0 13 May 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 66 46 0 06 Feb 2024
Redefining Digital Health Interfaces with Large Language Models F. Imrie Paulius Rauba M. Schaar AI4MH LM&MA 24 3 0 05 Oct 2023
Deep Pipeline Embeddings for AutoML Sebastian Pineda Arango Josif Grabocka 33 2 0 23 May 2023
Machine Learning with Requirements: a Manifesto Eleonora Giunchiglia F. Imrie M. Schaar Thomas Lukasiewicz AI4TS OffRL VLM 32 5 0 07 Apr 2023
SurvivalGAN: Generating Time-to-Event Data for Survival Analysis Alexander Norcliffe B. Cebere F. Imrie Pietro Lió M. Schaar SyDa 44 14 0 24 Feb 2023
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 177 4,222 0 04 May 2011