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Research article

First published 2025-5

A Primer on Deep Learning for Causal Inference

Bernard J. Koch, Tim Sainburg, Pablo Geraldo Bastías [...]

Sociological Methods & Research

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Research article

First published 2025

An intelligent assessment method for innovative entrepreneurial ecosystems fusing deep representation learning and causal inference

Lei Liu

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2026-3

Impact-force identification using deep learning and Bayesian inference with application on pipeline structures

Mu’men Hamadneh, Samir Mustapha, Mohammad Ali Fakih

Structural Health Monitoring

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Research article

First published 2021-05

Deep Large-Scale Multitask Learning Network for Gene Expression Inference

Kamran Ghasedi Dizaji, Wei Chen, Heng Huang

Journal of Computational Biology

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Research article

First published 2024-11

Deep learning integrated Bayesian health indicator for cross-machine health monitoring

Taewan Kim, Seungchul Lee

Structural Health Monitoring

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Research article

First published 2018-8

Inferring sun direction to improve visual odometry: A deep learning approach

Valentin Peretroukhin, Lee Clement, Jonathan Kelly

The International Journal of Robotics Research

Open access

Research article

First published 2026

Fitting Bayesian Item Response Theory Models Using Deep Learning Computational Frameworks

Nanyu Luo, Yuting Han, Jinbo He [...]

Journal of Educational and Behavioral Statistics

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Research article

First published 2022-12

Inferring Conditional Probability Distributions of Noisy Gene Expression from Limited Observations by Deep Learning

Shangying Wang, Sara Capponi, Simone Bianco

GEN Biotechnology

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Research article

First published 2025-08

A Deep Learning Framework for Causal Inference in Clinical Trial Design: The Clinical Trials Uncovering Real Efficacy Artificial Intelligence Large Clinicogenomic Foundation Model

Amit D. Weiss, Vitalay Fomin, Di Feng [...]

AI in Precision Oncology

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News

First published 2023-12

Gene Regulatory Networks: Improving Inferences with Transfer Learning

Marcelo Tigre Moura

Cellular Reprogramming

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