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NCT06717984

AI Model for Classifying Breast Cancer From Histopathology Images

Recruiting now Last updated 5 December 2024
What this trial tests

trial testing Biopsy, Mastectomy, Histopathology in Breast Cancer in 500 participants. Currently enrolling.

Timeline
11 January 2024
Primary endpoint
11 February 2025
11 February 2025

Quick facts

Lead sponsorTaufiq Hasan, PhD
StatusRecruiting now
Study typeOBSERVATIONAL
Enrollment500
Start date11 January 2024
Primary completion11 February 2025
Estimated completion11 February 2025
Sites1 location across Bangladesh

Drugs / interventions tested

Conditions studied

Sponsor

Taufiq Hasan, PhD

Who can join

Eligibility, female only, with Breast Cancer. Patients with the condition only — healthy volunteers not accepted.

Sponsor's own description

Breast cancer, a prevalent and potentially fatal disease, underscores the need for early and accurate detection to improve patient outcomes. Traditional histopathological examination, the current gold standard for diagnosis, faces limitations like subjectivity and low efficiency. In response, this research seeks to revolutionize breast cancer diagnostics by using deep learning techniques to classify invasive and noninvasive breast cancer types from histopathological images. Non-invasive cancers, like DCIS and LCIS, are confined to milk ducts or lobules, while invasive cancers spread to surrounding tissue and make up 70% of cases, often leading to poorer outcomes. The proposed AI model aims to enhance diagnostic accuracy and efficiency, surpassing manual methods, and providing a scalable solution for diverse healthcare settings. By automating image analysis, the model seeks to democratize cancer screening, making it accessible in underserved populations and adaptable to different resources and equipment. Ultimately, this research aims to advance breast cancer detection, improve patient care, and contribute to better treatment outcomes globally.

Publications & conference data

No peer-reviewed publications indexed yet for this trial.

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