We provide comprehensive guidance for the development and optimization of AI-Based Digital Pathology image analysis
🔬 Stable Annotations: Say goodbye to annotator turnover
⏩ Rapid Training: Fast-track digital pathology training for your team or individual projects
📈 Scalable Models: Big or small, we've got you covered
🚀 Image Analysis AI Model Optimization: Boost model performance for success
💡 Gap Analysis: Save time, money, and labor
Elevate your pathology journey today!
March 22-27th MySME, LLC will have 6+ presentations at USCAP 2025 in Boston, MA
6 co-authored Posters (1 selected for the award session)
1 co-authored Platform Presentation
2025 Published Peer-Reviewed Journal Articles:
Ameya Patil, Bashar Hasan, Byoung Uk Park, Lindsey Smith, Priya Sivasubramaniam, Rofyda Elhalaby, Nada Elessawy, Saadiya Nazli, Adilson DaCosta, Abdelrahman Shabaan, Andrew Cannon, Chun Lau, Christopher P. Hartley, Rondell P. Graham, Roger K. Moreira. A deep learning model of histologic tumor differentiation as a prognostic tool in hepatocellular carcinoma. Modern Pathology, 2025,100747, ISSN 0893-3952.
Elhalaby, R., Sivasubramaniam, P., Van Treeck, B.J., Smith, L., Stokes, N., Choi, W.-T., Ko, H.M., Moreira, R.K., Hartley, C.P. and Hagen, C.E. (2025), Mycophenolate mofetil-induced colitis versus colonic graft-versus-host disease: a comparative histologic study with artificial intelligence model development. Histopathology. https://doi.org/10.1111/his.15521
"Lindsey has been an excellent collaborator building and optimizing AI on digital pathology platforms. She has an extensive understanding of deep learning, AI, and pathology, a combination that leads to quick development of accurate and useful AI models. She has exceptional customer service and is able to manage a multitude of clients with professionalism and ease."
Maxwell Smith, Pathologist at Mayo Clinic
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"Lindsey played a key role in bringing Digital Pathology analysis software into our suite of image analysis tools at NSA Labs. Her knowledge of the platform, in-depth training, responsiveness to questions, and willingness to help troubleshoot issues were all beneficial to learning how to use the software and create image analysis algorithms.
My experience working with Lindsey has been nothing short of fantastic. It is comforting to know that when I have questions or problems regarding the software, I have someone like Lindsey to lean on for support. She leverages her experience with the Digital Pathology Platforms and her academic background in neuroscience to train, assist, and troubleshoot at an exceptional level.
Communication is crucial to developing a good client-vendor relationship and Lindsey makes every email and phone call a priority. Her responsiveness, communication effectiveness, and attention to detail make resolving software issues and discussing analysis algorithms a straightforward and painless process. It is always an absolute pleasure getting the chance to work with Lindsey!"
Tate York, Director of Digital Microscopy & Image Analysis at Neuroscience Associates Labs
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"Dr. Lindsey Smith is a brilliant scientist and has excellent soft and social skills that you can't teach. We’ve worked together during collaborative projects between our companies over the last two years developing a few machine learning/AI applications in lesion detection and quantification using histologic images. Lindsey has consistently gone above and beyond in her role as an application specialist and has become a partner in our projects together. She has a unique gift to go beyond just troubleshooting a problem to see what the actual end goal is and to find a solution to get there, sometimes making the problem obselete. Additionally, Lindsey has a positive, outgoing personality that makes everyone that works with her feel genuinely valued, heard, and understood – when answering the “stupid questions” she makes you feel empowered instead of dumb. I hope that my career path continues to overlap with hers and highly recommend her in any capacity – Lindsey’s communication skills, empathy, and sense of humor, in addition to her scientific expertise and leadership, will be an asset wherever she is."
Will O'Neil, Veterinary Pathologist at Charles River Laboratories
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International Women's Day Initiative Recognition
