Crowdfunding

Years in this theme: All years 2025 2024 2023 2022 2021 2020 2018

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Articles published in this theme: 15 (scroll down to load remaining articles)

2025

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Leveraging Large Language Models and Machine Learning for Success Analysis in Robust Cancer Crowdfunding Predictions: Quantitative Study

Runa Bhaumik, Abhishikta Roy, Vineet Srivastava, Lokesh Boggavarapu, Ranganathan Chandrasekaran, Edward K Mensah, John Galvin

JMIR AI 2025 (Nov 19); 4:e73448

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Holistic Influence of Multimodal Medical Crowdfunding Affordances on Charitable Crowdfunding Outcome: Systematic Multimodel Analysis Study

Yuxuan Du, Yujin Yang, Zihe Li, Jiaolong Xue

JMIR Med Inform 2025 (Sep 16); 13:e75563

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2024

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Impact of Image Content on Medical Crowdfunding Success: A Machine Learning Approach

Renwu Wang, Xupin Zhang, Huimin Xu

J Med Internet Res 2024 (Nov 15); 26:e58617

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Using EpiCore to Enable Rapid Verification of Potential Health Threats: Illustrated Use Cases and Summary Statistics

Nomita Divi, Jaś Mantero, Marlo Libel, Onicio Leal Neto, Marinanicole Schultheiss, Kara Sewalk, John Brownstein, Mark Smolinski

JMIR Public Health Surveill 2024 (Mar 15); 10:e52093

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2023

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The Success of Cancer Crowdfunding Campaigns: Project and Text Analysis

Xupin Zhang, Xinqi Tao, Bingxiang Ji, Renwu Wang, Silvia Sörensen

J Med Internet Res 2023 (Mar 03); 25:e44197

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2022

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Crowdsourcing Medical Costs in Dermatology: Cross-sectional Study Analyzing Dermatologic GoFundMe Campaigns

Erica Mark, Mira Sridharan, Brian Florenzo, Olivia L Schenck, Mary-Margaret B Noland, John S Barbieri, Jules B Lipoff

JMIR Dermatol 2022 (Apr 22); 5(2):e34111

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GoFundMe as a Medical Plan: Ecological Study of Crowdfunding Insulin Success

Julia E Blanchette, MJ Tran, Ernest G Grigorian, Eli Iacob, Linda S Edelman, Tamara K Oser, Michelle L Litchman

JMIR Diabetes 2022 (Apr 15); 7(2):e33205

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Success Factors of Medical Crowdfunding Campaigns: Systematic Review

Xiaoyan Hou, Liqin Zhou, Zhuo Chen, Tailai Wu

J Med Internet Res 2022 (Mar 22); 24(3):e30189

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2021

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Effect of Textual Features on the Success of Medical Crowdfunding: Model Development and Econometric Analysis from the Tencent Charity Platform

Fuguo Zhang, Bingyu Xue, Yiran Li, Hui Li, Qihua Liu

J Med Internet Res 2021 (Jun 11); 23(6):e22395

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Influences of Medical Crowdfunding Website Design Features on Trust and Intention to Donate: Controlled Laboratory Experiment

Xing Zhang, Wenli Hu, Quan Xiao

J Med Internet Res 2021 (May 04); 23(5):e25554

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Early Crowdfunding Response to the COVID-19 Pandemic: Cross-sectional Study

Sameh Nagui Saleh, Christoph U Lehmann, Richard J Medford

J Med Internet Res 2021 (Feb 09); 23(2):e25429

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2020

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Exploring Novel Funding Strategies for Innovative Medical Research: The HORAO Crowdfunding Campaign

Philippe Schucht, Diana M Roccaro-Waldmeyer, Michael Murek, Irena Zubak, Johannes Goldberg, Stephanie Falk, Fried-Michael Dahlweid, Andreas Raabe

J Med Internet Res 2020 (Nov 11); 22(11):e19715

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Understanding the Dimensions of Medical Crowdfunding: A Visual Analytics Approach

Jie Ren, Viju Raghupathi, Wullianallur Raghupathi

J Med Internet Res 2020 (Jul 03); 22(7):e18813

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What Medical Crowdfunding Campaigns Can Tell Us About Local Health System Gaps and Deficiencies: Exploratory Analysis of British Columbia, Canada

Jeremy Snyder, Marco Zenone, Valorie Crooks, Nadine Schuurman

J Med Internet Res 2020 (May 22); 22(5):e16982

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2018

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Engaging a Community for Rare Genetic Disease: Best Practices and Education From Individual Crowdfunding Campaigns

Romina Alicia Ortiz, Steven Witte, Arvin Gouw, Ana Sanfilippo, Richard Tsai, Danielle Fumagalli, Christine Yu, Karla Lant, Nicole Lipintz, Jennifer Shepphird, Fidelia B Alvina, Jimmy Cheng-Ho Lin

Interact J Med Res 2018 (Feb 05); 7(1):e3

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