Kiziltan, Bulent
- ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
2022/11/07 by Andaç Demir, Demir, Andac, Barış Coşkunuzer +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Quantitative Methods (q-bio.QM)
- Topology-Aware Focal Loss for 3D Image Segmentation
2023/04/24 by Andaç Demir, Demir, Andac, Elie Massaad +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Topological and Geometric Data Analysis #electronic engineering #information engineering
- sc-OTGM: Single-Cell Perturbation Modeling by Solving Optimal Mass Transport on the Manifold of Gaussian Mixtures
2024/05/06 by Andac Demir, Demir, Andac, Elizaveta Solovyeva +15 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #cs.LG #q-bio.GN
- SE(3)-Invariant Multiparameter Persistent Homology for Chiral-Sensitive Molecular Property Prediction
2023/12/12 by Demir, Andac, Prael, Francis, Kiziltan, Bulent · 1 citation
#Algebraic Topology (math.AT) #Computational Geometry (cs.CG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)