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Predicting Long-Term Engagement in mHealth Apps: Comparative Study of Engagement Indices

Journal of medical Internet research, 2024-09, Vol.26 (2), p.e59444

2024

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A nomogram for predicting probability of low risk of MammaPrint results in women with clinically high-risk breast cancer

Scientific reports, 2021-12, Vol.11 (1), p.23509-23509, Article 23509

2021

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A comparison of machine learning models and Cox proportional hazards models regarding their ability to predict the risk of gastrointestinal cancer based on metabolic syndrome and its components

Frontiers in oncology, 2023-03, Vol.13, p.1049787-1049787

2023

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Intraoperative Hypotension Prediction Based on Features Automatically Generated Within an Interpretable Deep Learning Model

IEEE transaction on neural networks and learning systems, 2024-10, Vol.35 (10), p.13887-13901

2024

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The Deterrent Effect of Ride-Sharing on Sexual Assault and Investigation of Situational Contingencies

Information systems research, 2021-06, Vol.32 (2), p.497-516

2021

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Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting

Journal of medical Internet research, 2020-12, Vol.22 (12), p.e18418-e18418

2020

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Development of a Bispectral index score prediction model based on an interpretable deep learning algorithm

Artificial intelligence in medicine, 2023-09, Vol.143, p.102569-102569, Article 102569

2023

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Understanding Time Series Patterns of Weight and Meal History Reports in Mobile Weight Loss Intervention Programs: Data-Driven Analysis

Journal of medical Internet research, 2020-08, Vol.22 (8), p.e17521-e17521

2020

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Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study

JMIR medical informatics, 2020-03, Vol.8 (3), p.e16349-e16349

2020

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Depression Screening Using Daily Mental-Health Ratings from a Smartphone Application for Breast Cancer Patients

Journal of medical Internet research, 2016-08, Vol.18 (8), p.e216-e216

2016

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What Clinical Information Is Valuable to Doctors Using Mobile Electronic Medical Records and When?

Journal of medical Internet research, 2017-10, Vol.19 (10), p.e340-e340

2017

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A Nomogram for Predicting the Oncotype DX Recurrence Score in Women with T1-3N0-1miM0 Hormone Receptor‒Positive, Human Epidermal Growth Factor 2 (HER2)‒Negative Breast Cancer

Cancer Research and Treatment, 2019, 51(3), , pp.1073-1085

2019

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About Our Authors

Information systems research, 2021-06, Vol.32 (2), p.670-674

2021

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Usage Pattern Differences and Similarities of Mobile Electronic Medical Records Among Health Care Providers

JMIR mHealth and uHealth, 2017-12, Vol.5 (12), p.e178-e178

2017

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Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction

2022 IEEE International Conference on Big Data (Big Data), 2022, p.2765-2770

2022

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Offender or Guardian? An Empirical Analysis of Ride-Sharing and Sexual Assault

SSRN Electronic Journal

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Predicting Long-Term Engagement in mHealth Apps: Comparative Study of Engagement Indices

A nomogram for predicting probability of low risk of MammaPrint results in women with clinically high-risk breast cancer

A comparison of machine learning models and Cox proportional hazards models regarding their ability to predict the risk of gastrointestinal cancer based on metabolic syndrome and its components

Intraoperative Hypotension Prediction Based on Features Automatically Generated Within an Interpretable Deep Learning Model

The Deterrent Effect of Ride-Sharing on Sexual Assault and Investigation of Situational Contingencies

Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting

Development of a Bispectral index score prediction model based on an interpretable deep learning algorithm

Understanding Time Series Patterns of Weight and Meal History Reports in Mobile Weight Loss Intervention Programs: Data-Driven Analysis

Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study

Depression Screening Using Daily Mental-Health Ratings from a Smartphone Application for Breast Cancer Patients

What Clinical Information Is Valuable to Doctors Using Mobile Electronic Medical Records and When?

A Nomogram for Predicting the Oncotype DX Recurrence Score in Women with T1-3N0-1miM0 Hormone Receptor‒Positive, Human Epidermal Growth Factor 2 (HER2)‒Negative Breast Cancer

About Our Authors

Usage Pattern Differences and Similarities of Mobile Electronic Medical Records Among Health Care Providers

Deep Learning Models with Stratification-based Loss Function on Domain Knowledge-based Time series Data: Hypotension Prediction

Offender or Guardian? An Empirical Analysis of Ride-Sharing and Sexual Assault

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