Neural Temporal Point Processes For Modelling Electronic Health Records

Neural Temporal Point Processes For Modelling Electronic Health Records

27 July 2020

Joseph Enguehard

Adam James Bozson

Claire Woodcock

Nils Y. Hammerla

Papers citing "Neural Temporal Point Processes For Modelling Electronic Health Records"

11 / 11 papers shown

Title
Cardinality-Regularized Hawkes-Granger Model T. Idé Georgios Kollias Dzung Phan Naoki Abe 73 11 0 28 Jan 2025
Federated Neural Nonparametric Point Processes Hui Chen Hengyu Liu Hengyu Liu Xuhui Fan Zhilin Zhao Feng Zhou Christopher J. Quinn Longbing Cao FedML 46 0 0 08 Oct 2024
Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images Sukanya Patra Nicolas Sournac Souhaib Ben Taieb 41 1 0 23 Jun 2024
TEE4EHR: Transformer Event Encoder for Better Representation Learning in Electronic Health Records Hojjat Karami David Atienza Anisoara Ionescu AI4TS 38 1 0 09 Feb 2024
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction G. Jin Lingbo Liu Fuxian Li Jincai Huang AI4TS GNN 3DPC 34 34 0 15 Nov 2023
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events Matthew B. A. McDermott Bret A. Nestor Peniel Argaw I. Kohane AI4TS 32 21 0 20 Jun 2023
Hawkes Process Based on Controlled Differential Equations Minju Jo Seung-Uk Kook Noseong Park AI4TS 37 1 0 09 May 2023
Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes Govind V Waghmare Ankur Debnath Siddhartha Asthana Aakarsh Malhotra 33 6 0 27 Oct 2022
HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences Siqiao Xue Xiaoming Shi James Y. Zhang Hongyuan Mei AI4TS 19 34 0 04 Oct 2022
Challenges and opportunities in applying Neural Temporal Point Processes to large scale industry data Dominykas Seputis Jevgenij Gamper Remigijus Paulavičius AI4TS 11 1 0 18 Aug 2022
Transformer Embeddings of Irregularly Spaced Events and Their Participants Chenghao Yang Hongyuan Mei Jason Eisner AI4TS 20 58 0 31 Dec 2021