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Papers Benchmarks Datasets Tasks

H4 cohort dataset and benchmarks · SOTA2 Research

Research Datasets

H4 cohort

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Pre-Malignancy Detection

H4 cohort Prospective

97.49Macro-AUC

2

Benign vs Malignant

H4 cohort Biopsy

0.916Macro AUC (PulmoFoundation)

1

Post-Grading (Histological Grading)

H4 cohort Prospective

93.31Macro-AUC

1

Pre-PR (Progesterone Receptor Status Prediction)

H4 cohort Prospective

85.91Macro-AUC

1

Pre-KI67 (Ki-67 Status Prediction)

H4 cohort Prospective

0.84Macro-AUC

1

Pre-HER2 (HER2 Status Prediction)

H4 cohort Prospective

91.23Macro-AUC

1

Pre-ER (Estrogen Receptor Status Prediction)

H4 cohort Prospective

88.51Macro-AUC

1

Popular tasks

Pre-Malignancy Detection Pre-ER (Estrogen Receptor Status Prediction)Pre-HER2 (HER2 Status Prediction)Pre-KI67 (Ki-67 Status Prediction)Pre-PR (Progesterone Receptor Status Prediction)

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