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Validating ML Models : Liver Segmentation
Article Liver Segmentation Model – Validation, Optimization, and Improvements. (Unpublish) Leslie M. Wubbel, Gregory Glatzer, Rishyak Panchel, Alex Schweizer, Nathan Reilly, Nathaniel Leies, Shubhang Sharma, Vaibhav Gupta, Ethan Wright From OpenVessel Conflicts of interest are listed at the end of this article. Abstract In state-of-the-art computer vision applications of neural networks (NNs) and machine learning… Read more
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3 Mistakes I learned from my Start-Up
The author reflects on three critical mistakes made during their start-up, OpenVessel. Key insights include the importance of a clear value proposition, avoiding unnecessarily complex problems, and not assembling a team without adequate funding. Despite failures, the experience offered valuable lessons and career advancements for the team members involved. Read more
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How to Bet on Yourself for Business Success
Launching OpenVessel taught me hard lessons: (1) A vague value proposition kills your business—clarity wins customers. (2) Avoid overly complex problems; healthcare’s barriers were too high for a small startup. (3) Never build a team without funding—sustainability matters. Learn from my experience to avoid these pitfalls. Read more
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FSRU Market in 2022
The demand for Floating Storage and Regasification Units (FSRUs) has skyrocketed as Europe scrambles for natural gas amid the Russia-Ukraine war. With only 48 FSRUs worldwide, supply is tight, driving interest in companies like New Fortress Energy and Excelerate Energy. Unlike traditional LNG terminals, FSRUs can be deployed quickly, making them a crucial solution in… Read more
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Regulatory Framework For AI/ML
We need a regulatory body for AI and machine learning to keep the public safe and the economy stable. Without oversight, companies could exploit these technologies, leading to job losses and real harm from untested AI systems. History has shown us the importance of regulation—just like we did with food safety and pharmaceuticals, it’s time… Read more