Cell Biology Quantifying collective motion patterns in mesenchymal cell populations using topological data analysis and agent-based modeling. February 19, 2024
Dermatology | Pathology Hybrid Topological Data Analysis and Deep Learning for Basal Cell Carcinoma Diagnosis. February 12, 2024
Machine Learning | Neurology | Psychiatry Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm. December 12, 2023
Data Science | Mathematics Persistent topological Laplacian analysis of SARS-CoV-2 variants. October 13, 2023
Digital Health | Health Informatics | Machine Learning Topological Knowledge Distillation for Wearable Sensor Data. August 16, 2023
Artificial Intelligence | Biotechnology | Drug Discovery | Protein Engineering Artificial intelligence-aided protein engineering: from topological data analysis to deep protein language models. August 7, 2023
Medical Imaging | Radiology Topological data analysis in medical imaging: current state of the art. April 3, 2023
Data Science | Mathematics Persistent topological Laplacian analysis of SARS-CoV-2 variants. February 7, 2023
Data Science | Education University Academic Performance Development Prediction Based on TDA. January 21, 2023
Bioinformatics | Genomics Gene expression data classification using topology and machine learning models. May 20, 2022
Ecology | Materials Science A multi-parameter persistence framework for mathematical morphology. April 20, 2022