956 citations · 984 across the 4 of their papers we have counts for
4 papers
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis
Daisuke Komura, Maki Takao, Mieko Ochi +10
The tumor microenvironment (TME) plays a crucial role in cancer progression and treatment response, yet current methods for its comprehensive analysis in H&E-stained tissue slides…
Multimodal Whole Slide Foundation Model for Pathology
Tong Ding, Sophia J. Wagner, Andrew H. Song +20
The field of computational pathology has been transformed with recent advances in foundation models that encode histopathology region-of-interests (ROIs) into versatile and transfe…
Pathology Foundation Models
Mieko Ochi, Daisuke Komura, Shumpei Ishikawa
Pathology has played a crucial role in the diagnosis and evaluation of patient tissue samples obtained from surgeries and biopsies for many years. The advent of Whole Slide Scanner…
Machine learning methods for histopathological image analysis
Daisuke Komura, Shumpei Ishikawa
Abundant accumulation of digital histopathological images has led to the increased demand for their analysis, such as computer-aided diagnosis using machine learning techniques. Ho…