Topological image modification for object detection and topological image processing of skin lesions

Artificial intelligence and dermatology: opportunities, challenges, and future directions

(2019) Daniel I Schlessinger et al.   SEMINARS IN CUTANEOUS MEDICINE AND SURGERY

Topological data analysis of high resolution diabetic retinopathy images

(2019) Kathryn Garside et al.   PLoS One

Marking the Path Toward Artificial Intelligence–Based Image Classification in Dermatology

(2019) Roberto A. Novoa et al.   JAMA Dermatology

Persistent homology for object segmentation in multidimensional grayscale images

(2018) Rabih Assaf et al.   PATTERN RECOGNITION LETTERS

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

(2018) Philipp Tschandl et al.   Scientific Data

Topological pattern recognition for point cloud data

(2014) Gunnar Carlsson   ACTA NUMERICA

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Topology and data

(2009) Gunnar Carlsson   BULLETIN OF THE AMERICAN MATHEMATICAL SOCIETY