Learning-to-Window for Continual CT Classification
Differentiable CT windowing, task-sequential training, and evaluation of fine-tuning, EWC, Replay, and EWC+Replay across abdominal-trauma tasks.
Research implementations, machine-learning prototypes, and selected software projects. Manuscript code will be linked when the review process and data-use conditions permit public release.
Differentiable CT windowing, task-sequential training, and evaluation of fine-tuning, EWC, Replay, and EWC+Replay across abdominal-trauma tasks.
Implementation work supporting a comparative benchmark of 82 models across full-image, patch, and superpixel labeling formats.
An early applied machine-learning project for estimating diabetes risk through a web interface. The repository includes the trained model, Python inference code, and frontend templates.
A day-care booking and management system.
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View repository →A browser-based chatting application backed by MySQL.
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View repository →A web-based GPA calculation utility.
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View repository →A recipe browsing and management website.
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View repository →My GitHub profile contains additional competitive-programming solutions, coursework, and software experiments.
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