6 апр. 2021 г. · The database consists of 3,728 mammographies from these 1,775 patients, with biopsy confirmed type of benign or malignant tumors. For 749 of ...

6 апр. 2021 г. · Mammography, a noninvasive imaging tool with low cost, is widely used to diagnose breast disease at an early stage due to its high sensitivity.

7 мар. 2023 г. · We build a database containing two online breast mammographies. The dataset named by Chinese Mammography Database (CMMD) contains 3712 mammographies involved ...

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The current state-of-the-art on CMMD is Luminal vs Non Luminal. See a full comparison of 1 papers with code.

TCIA is a service which de-identifies and hosts a large archive of medical images of cancer accessible for public download.

... A unique feature of the CMMD dataset is that all included images were biopsy-confirmed cases. 38, 40 The image classification of the dataset included a ...

Another used dataset named Chinese Mammography Database (CMMD) is publicly available [75] and described in [76]. It consists of 3744 FFDM images acquired from ...

8 сент. 2023 г. · The recently published Chinese Mammography Database (CMMD) comprises a total of 3,728 digital studies divided into two sub-datasets: CMMD1 and ...

CMMD is considered a more effective metric than FID, designed to overcome the persistent challenges of FID. The original implementation is based on JAX and ...