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EfficientNetV2_LVEF_under_50 – AI Model by heartwise | AlphaNeural AI
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EfficientNetV2_LVEF_under_50
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DeepECG EfficientNet V2 Fine Tuned to detect LVEF under 50 % model
model_name:
efficientnetv2_lvef_under_50
Utilizes the EfficientNetV2 architecture for processing ECG signals.
Pre-trained model is loaded from a specified directory, and the model is used to process ECG signal tensors.
The model takes an input signal tensor and outputs the logits for the binary classification of LVEF < 50%.
Model compiled with JIT,
Frozen weights no tunable
To load use
import torch model = torch.jit.load(model_path)