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Artificial Intelligence–Based Multimodal Risk Assessment Model for Surgical Site Infection (AMRAMS): Development and Validation Study

Artificial Intelligence–Based Multimodal Risk Assessment Model for Surgical Site Infection (AMRAMS): Development and Validation Study

old-fashioned NNIS risk index is capable of doing, (2) semantic information from preoperative notes would improve the model performance, and (3) deep learning implementations would outperform conventional machine learning implementations.MethodsSource of DataThe Rui

Weijia Chen, Zhijun Lu, Lijue You, Lingling Zhou, Jie Xu, Ken Chen

JMIR Med Inform 2020;8(6):e18186

Implementation and Outcomes of a Collaborative Multi-Center Network Aimed at Web-Based Cognitive Training – COGWEB Network

Implementation and Outcomes of a Collaborative Multi-Center Network Aimed at Web-Based Cognitive Training – COGWEB Network

This study was approved by the hospital review board and local ethics commission at Hospital São Sebastião, Centro Hospitalar de Entre o Douro e Vouga, Santa Maria da Feira, Portugal (chair, Rui Carrapato, MD, PhD) and Portuguese National Data Protection Commission.Financial

Vítor Tedim Cruz, Joana Pais, Luis Ruano, Cátia Mateus, Márcio Colunas, Ivânia Alves, Rui Barreto, Eduardo Conde, Andreia Sousa, Isabel Araújo, Virgílio Bento, Paula Coutinho, Nelson Rocha, COGWEB Network Collaborators

JMIR Ment Health 2014;1(1):e2

Exploring the Role of Media Sources on COVID-19–Related Discrimination Experiences and Concerns Among Asian People in the United States: Cross-Sectional Survey Study

Exploring the Role of Media Sources on COVID-19–Related Discrimination Experiences and Concerns Among Asian People in the United States: Cross-Sectional Survey Study

During the same period, Reny and Barreto [15] found that Google searches for “Chinese virus” and “Kung Flu” increased dramatically.Given the current social environment, it is meaningful to study the discrimination experienced by people of Asian descent living

Nan Yu, Shuya Pan, Chia-chen Yang, Jiun-Yi Tsai

J Med Internet Res 2020;22(11):e21684

Versatile, Immersive, Creative and Dynamic Virtual 3-D Healthcare Learning Environments: A Review of the Literature

Versatile, Immersive, Creative and Dynamic Virtual 3-D Healthcare Learning Environments: A Review of the Literature

Eysenbach [9], found in Barreto [10], explains:Web 2.0 is a term which refers to a) improved communication and collaboration between people via social-networking technologies, b) improved communication between separate software applications (“mashups”) via

Margaret Hansen

J Med Internet Res 2008;10(3):e26

Development of a Whole Slide Imaging System on Smartphones and Evaluation With Frozen Section Samples

Development of a Whole Slide Imaging System on Smartphones and Evaluation With Frozen Section Samples

The Chinese version (Tai Rui Jing Xia), which has a complicated still-FoV capturing tool and clinical report system, supports both Android and iOS but may not be accessible from abroad. In follow-up studies, both versions will be evaluated and compared.

Hong Yu, Feng Gao, Liren Jiang, Shuoxin Ma

JMIR Mhealth Uhealth 2017;5(9):e132