Angel Cruz-Roa

Title: Innovations in Mitosis Detection by Angel Cruz-Roa

Introduction

Angel Cruz-Roa is an accomplished inventor based in Bogotá, Colombia. He has made significant contributions to the field of medical imaging, particularly in the detection of mitosis in breast cancer pathology images. His innovative approach combines handcrafted features with convolutional neural networks to enhance diagnostic accuracy.

Latest Patents

Angel Cruz-Roa holds a patent for the invention titled "Automatic detection of mitosis using handcrafted and convolutional neural network features." This patent describes an apparatus that detects mitosis by acquiring images of tissue regions, partitioning them into candidate patches, and generating probabilities for mitotic classification using both handcrafted and CNN-learned feature sets. The apparatus employs a cascaded architecture to improve classification accuracy, especially when initial probabilities do not agree.

Career Highlights

Angel Cruz-Roa is affiliated with Case Western Reserve University, where he continues to advance research in medical imaging and artificial intelligence. His work has the potential to significantly impact cancer diagnostics and treatment.

Collaborations

He has collaborated with notable researchers such as Anant Madabhushi and Haibo Wang, contributing to the development of innovative solutions in the field of pathology.

Conclusion

Angel Cruz-Roa's work exemplifies the intersection of technology and medicine, showcasing how innovative inventions can lead to improved healthcare outcomes. His contributions to the detection of mitosis represent a significant advancement in cancer pathology.