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Updated: Jan 31, 2026

Author Spotlight: A Machine-Vision Approach to Transmission Electron Microscopy Workflows, Results Analysis and Data Management
Published on: June 23, 2023
An automated, electronic, client-centred results delivery system saves time and improves workflow
Vickie Knight1, Colleen Nugent1, Rebecca Houghton1
1Sydney Sexual Health Centre, 8 Macquarie Street, Sydney, NSW 2000, Australia.
Abstract:
Background Traditional result notification methods, such as telephone calls, return visits and individualised emails or Short Message Service (SMS) texts, can be time consuming and may not align with client preference. We conducted a cross-sectional survey of our clients that showed that many clients prefer negative results by SMS or email, with the option to call or attend in person for positive results. Methods: We developed an innovative result-robot module in the electronic medical record that reads the electronic result and, using predefined algorithms, determines which SMS or email result template to send to the client. Results and Conclusion: Delivering automated negative results resulted in a 41% decrease in the number of clients calling for their results, demonstrating a significant efficiency gain.
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