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Published at December 4Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images
eess.IV
cs.CV
cs.LG
q-bio.QM
Released Date: December 4, 2024
Authors: Ajinkya Deshpande1, Deep Gupta1, Ankit Bhurane1, Nisha Meshram2, Sneha Singh3, Petia Radeva
Aff.: 1Visvesvaraya National Institute of Technology, Nagpur, India; 2AIIMS Nagpur, India; 3Indian Institute of Technology Mandi, India

| Parameter | Value |
| Batch size | 64 or 32 |
| Learning rate | 0.001 |
| Optimizer | Adam |
| Beta1 | 0.9 |
| Beta2 | 0.999 |
| Epochs | 47 |
| Learning rate scheduler | Cosine annealing warm restart |
| Warm Restart | 12 |
| Loss | Cross entropy loss |