Search Tag: pathology reports
2025 21 Sep
Whole slide images in digital pathology capture detailed tissue morphology but their gigapixel scale creates computational and annotation barriers for routine automation. A multimodal approach that combines these images with information contained in pathology reports promises gains in accuracy and consistency without exhaustive pixel-level labels....Read more
2025 21 Sep
Whole slide images in digital pathology capture detailed tissue morphology but their gigapixel scale creates computational and annotation barriers for routine automation. A multimodal approach that combines these images with information contained in pathology reports promises gains in accuracy and consistency without exhaustive pixel-level labels....Read more
2025 21 Sep
Whole slide images in digital pathology capture detailed tissue morphology but their gigapixel scale creates computational and annotation barriers for routine automation. A multimodal approach that combines these images with information contained in pathology reports promises gains in accuracy and consistency without exhaustive pixel-level labels....Read more
2025 09 Jun
Radiology and pathology reports are central to clinical decision-making and research, yet their unstructured format often hinders automated data analysis. While previous natural language processing techniques have demonstrated some potential in extracting information, they often suffer from limited generalisability, high computational costs and...Read more
2025 31 Mar
Extracting structured data from unstructured pathology reports remains a significant challenge in healthcare, particularly in oncology, where timely and accurate information is critical for diagnosis, treatment and research. Breast cancer pathology reports, typically composed in narrative free-text form, contain essential diagnostic and prognostic...Read more
2025 31 Mar
Extracting structured data from unstructured pathology reports remains a significant challenge in healthcare, particularly in oncology, where timely and accurate information is critical for diagnosis, treatment and research. Breast cancer pathology reports, typically composed in narrative free-text form, contain essential diagnostic and prognostic...Read more
2025 31 Mar
Extracting structured data from unstructured pathology reports remains a significant challenge in healthcare, particularly in oncology, where timely and accurate information is critical for diagnosis, treatment and research. Breast cancer pathology reports, typically composed in narrative free-text form, contain essential diagnostic and prognostic...Read more