Model: maiurilorenzo/histoplastic-cancer-CNN-classifier
Author: maiurilorenzo
Pipeline: image-classification
Library: pytorch
Tags: pytorch, image-classification, cnn, deep-learning, histopathology, cancer-detection, medical-imaging, healthcare, binary-classification, tumor-detection, histopathology-cancer, computational-pathology, pathology-ai, metastasis-detection, breast-cancer, medical-ai, kaggle, arxiv:1910.09700, license:mit, model-index, region:us
Card metadata: license: mit
metrics: accuracy, confusion_matrix, precision, recall, f1, auc
pipeline_tag: image-classification
tags: image-classification, cnn, deep-learning, pytorch, histopathology, cancer-detection, medical-imaging, healthcare, binary-classification, tumor-detection, histopathology-cancer, computational-pathology, pathology-ai, metastasis-detection, breast-cancer, medical-ai, kaggle
model-index: name: histoplastic-cancer-CNN-classifier
results: task: type: image-classification
name: Histopathologic Cancer Detection
dataset: type: histopathologic-cancer-detection
name: Histopathologic Cancer Detection (PCam)
config: default
split: test
revision: latest
metrics: type: accuracy
value: 0.9075
name: Accuracy
verified: no, type: precision
value: 0.8673
name: Precision
verified: no, type: recall
value: 0.9083
name: Recall
verified: no, type: f1
value: 0.8873
name: F1-score
verified: no, type: roc_auc
value: 0.9076
name: AUC-ROC
verified: no
source: name: Kaggle Histopathologic Cancer Detection Dataset
url: https://www.kaggle.com/c/histopathologic-cancer-detection
library_name: pytorch
Likes: 0 | All-time downloads: 0
Created: 2025-02-21 18:58:58