Blog Archive
Other
- March 2024 - FDPNP10: Handling Whole Slide Image in Histopathology
- March 2024 - FDPNP9: Inside the Vision Transformer (Part 2)
- February 2024 - FDPNP8: Inside the Vision Transformer (Part 1)
- February 2024 - FDPNP7: Inside the Convolution
- January 2024 - FDPNP6: The operation of neural networks (Part 2)
- January 2024 - FDPNP5: The operation of neural networks (Part 1)
- January 2024 - Data Simulation is a helpful tool for learning Bioinformatics
- January 2024 - FDPNP4: Artificial Intelligence under the Microscope (Part 3)
- January 2024 - FDPNP3: Artificial Intelligence under the Microscope (Part 2)
- January 2024 - FDPNP2: Artificial Intelligence under the Microscope (Part 1)
- December 2023 - FDPNP1: The Structure of Images
- December 2023 - Harmonizing Colors Across Institutions: An Introduction to Vahadane Stain Normalization in Digital Pathology
- December 2023 - Building Blocks for AI: Unpacking the Essentials of Test Data for Computer Vision in Digital Pathology (P.2) — Summary from An Excellent Review
- December 2023 - Building Blocks for AI: Unpacking the Essentials of Training Data for Computer Vision in Digital Pathology (P.1)
- December 2023 - Embarking on a Journey: A Novice’s Guide to Histopathology Annotation in Deep Learning
- November 2023 - Histopathological Biomarker Extraction by Computer Vision
- November 2023 - AI Computer Vision Histopathology Research Landscape in Cancer Detection
- October 2023 - AI approaches can aid subjective tasks in Histopathology
- October 2023 - The Flow of the Data Preparation Process of Histopathology Tasks
- October 2023 - Label Noise and Its Problems for Computer Vision Model in Histopathology
- October 2023 - Multiple Instance Learning (MIL) and its utility in Whole Slide Image (WSI) analyses
- October 2023 - My Experience in Survival Prediction of Histopathology-based Computer Vision Models