medDARE Case studies

medDARE delivered a dataset of 250 curated brain MRI cases featuring hyperacute ischemic strokes caused by large vessel occlusions (LVOs). The cases focused on occlusions in the intracranial internal carotid artery (ICA), proximal segments of the PCA, MCA, and ACA, as well as the intracranial vertebral artery (VA) and basilar artery (BA).

medDARE team conducted detailed skeleton annotation of the videos, enabling precise analysis of people’s movements and interactions. This structured approach ensured high-quality, privacy-compliant data for advanced AI model training.

medDARE was hired to meet several goals. Firstly, the client needed to collect 50 hours of surgical videos from diverse geographies, focusing on specific pathologies and surgical contexts. Then, these video frames were annotated by certified doctors, with focus on detecting and categorizing surgical instruments.

The client’s request was that the metadata, which is not personal, didn’t have to be anonymized. Anonymized data means that the data does not include any “personal data” as defined in the EU General Data Protection Regulation 2016/679 (the “GDPR”).

medDARE collected videos from multiple hospital sites and needed software to automatically detect faces and screens and blur them. Computer screens, documents, signage, location indicators and other details constitute personal data that can lead to privacy breaches.

medDARE provided data curation of 150 raw cranial CT scans with brain metastases stemming from all kinds of primary tumors, meningiomas, cranial/paracranial nerve tumors, etc.

medDARE provided data collection of Full Spine X-Rays. The field of view extended from the cervicocranial junction to the proximal femurs.

medDARE provided data annotation of 500 pelvic CT scans. The task was to annotate femur and pelvic bones in the images.