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Jacob Kæstel-Hansen
Jacob Kæstel-Hansen
PhD in applied machine learning and nanobiology
在 chem.ku.dk 的电子邮件经过验证
标题
引用次数
引用次数
年份
Single-Molecule Study of Thermomyces lanuginosus Lipase in a Detergency Application System Reveals Diffusion Pattern Remodeling by Surfactants and Calcium
ME Moses, PM Lund, SSR Bohr, JF Iversen, J Kæstel-Hansen, ...
ACS Applied Materials & Interfaces 13 (28), 33704-33712, 2021
152021
SEMORE: SEgmentation and MORphological fingErprinting by machine learning automates super-resolution data analysis
SWB Bender, MW Dreisler, M Zhang, J Kæstel-Hansen, NS Hatzakis
Nature Communications 15 (1), 1763, 2024
82024
Assessing the performance of protein regression models
R Michael, J Kæstel-Hansen, PM Groth, S Bartels, J Salomon, P Tian, ...
bioRxiv, 2023.06. 18.545472, 2023
42023
Dimensional Reduction for Single-Molecule Imaging of DNA and Nucleosome Condensation by Polyamines, HP1α and Ki-67
NA Benning, J Kæstel-Hansen, F Rashid, S Park, R Merino Urteaga, ...
The Journal of Physical Chemistry B 127 (9), 1922-1931, 2023
32023
Defect‐Engineered Metal–Organic Frameworks as Nanocarriers for Pharmacotherapy: Insights into Intracellular Dynamics at The Single Particle Level
G Huang, MW Dreisler, J Kæstel‐Hansen, AJ Nielsen, M Zhang, ...
Advanced Materials, 2405898, 2024
12024
A systematic analysis of regression models for protein engineering
R Michael, J Kæstel-Hansen, P Mørch Groth, S Bartels, J Salomon, P Tian, ...
PLOS Computational Biology 20 (5), e1012061, 2024
12024
Deep learning assisted single particle tracking for automated correlation between diffusion and function
N Hatzakis, J Kaestel-Hansen, M de Sautu, A Saminathan, G Scanavachi, ...
Research Square, 2024
12024
Deep learning assisted single particle tracking for automated correlation between diffusion and function
J Kæstel-Hansen, M de Sautu, A Saminathan, G Scanavachi, ...
bioRxiv, 2023
12023
Direct observation and classification of heterogeneous protein aggregation in real-time through super-resolution and aggregational fingerprinting
S Bender, J Kæstel-Hansen, M Zhang, NS Hatzakis
Biophysical Journal 122 (3), 16a, 2023
12023
Automated single particle tracking hyperparameter tuning across biological systems and experimental conditions
A Oikonomou, J Kæstel-Hansen, NS Hatzakis
Biophysical Journal 123 (3), 281a, 2024
2024
Deep-SPT, a deep learning toolbox for single particle tracking in 3D, reveals how biological motion encodes function
J Kæstel-Hansen, T Kirchhausen, NS Hatzakis
Biophysical Journal 123 (3), 43a-44a, 2024
2024
Everything, everywhere, almost at once
J Kæstel-Hansen, NS Hatzakis
Elife 13, e95362, 2024
2024
Single-molecule analysis of protein targeting from the endoplasmic reticulum to lipid droplets
A Mizrak, J Kaestel-Hansen, J Matthias, JW Harper, NS Hatzakis, ...
bioRxiv, 2024.08. 27.610018, 2024
2024
Proteolytic Performance is Dependent on Binding Efficiency, Processivity and Turnover: Single Protease Insights
EW Soerensen, FB Reinholt, A Faber, SW Bender, J Kaestel-Hansen, ...
bioRxiv, 2024.06. 10.598230, 2024
2024
Rapid extraction of time-dependent behaviors of endo-lysosomal structures and their cargo aided by deep learning
J Kæstel-Hansen, A Kreutzberger, T Kirchhausen, NS Hatzakis
Biophysical Journal 122 (3), 517a, 2023
2023
Accelerating single particle discoveries using machine learning
J Kæstel-Hansen, SSR Bohr, FH Schulz, AJ Nielsen, WK Boomsma, ...
Biophysical Journal 121 (3), 165a, 2022
2022
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