Posts by Jingna Qiu
Welcome to our blog on research at the intersection of deep learning and microscopy data. This revolutionary combination is reshaping our understanding of diseases, powered by novel datasets and insightful research. Here, we report breakthroughs in pathology, spotlighting how AI detects early disease markers and stratifies patient conditions. Discover our latest advances in detecting rare microscopic events with potential in medicine, environmental studies and beyond. Join us as we uncover the potential of deep microscopy.
Adapting Foundational VLMs to a Histopathology Task Without any Labels [COMPAYL25 paper (oral)]
Vision-Language Models (VLMs) are trained with images in conjunction with[…]
Leveraging Image Captions for Streamlining Histopathology Image Annotation [MICCAI 2024 paper]
Counting mitotic figures (MFs) under a microscope is a crucial[…]
Reducing the annotation effort for microscopy images [MICCAI 2023 paper]
Reducing the annotation effort for microscopy images [MICCAI 2023 paper][…]
