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cs.CV2026
Scores That Hold, Benchmarks That Leak: Measuring Dataset Contamination in Public Brain-Tumor MRI Classification
Bhanu Prakash Vangala, Sowmya Guda, Latha Peddi +1
Automated classification of brain tumors from MRI is a heavily published application of deep learning in medical imaging, with reported accuracies on public benchmarks routinely ex…
cs.CV2026
Evaluation Choices Shape Biomedical ML Claims: A Pediatric Pneumonia Benchmark Case Study
Bhanu Prakash Vangala, Sowmya Guda, Latha Peddi +1
Biomedical machine learning papers often compress model performance into one headline number. That number can look like a property of the model even when it depends strongly on how…