Independent publisher
Samer Ahmed
Samer17
Applied AI, AI Engineering, Healthcare AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Agentic AI, Computer Vision, Deep Learning, and MLOps.
Models in Library1
Datasets in Library0
Models on Hugging Face1
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Published tasks: Image classification.
Reported licenses: mit. Open a record to review its specific license and conditions.
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Models
medical computer vision project using an ImageNet-pretrained ResNet-50 to classify 14 thoracic conditions from chest X-ray images. The model was trained on the NIH ChestX-ray14 dataset with patient-level data splitting, class-weighted binary cross-entropy, and experiment tracking through Weights & Biases. The model generates independent prediction scores for 14 thoracic conditions: Because this is a multi-label classification task, multiple conditions may be associated with the same X-ray. The model produces 14 logits, converted into scores using the sigmoid function. These scores are not clinically calibrated probabilities. The classifier uses an ImageNet-pretrained ResNet-50 backbone with…
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mit