Deep-UEO: Empowering medical image registration with hybrid strategy based on deep learning and united equilibrium optimizer

P Arora, R Mehta, R Ahuja - Computers and Electrical Engineering, 2024 - Elsevier
Traditional optimization methods encounter challenges in determining the optimal geometric
transformation parameters and often lacking to achieve global optimum which leads to …

Enhancing Medical Image Classification through PSO-Optimized Dual Deterministic Approach and Robust Transfer Learning

A Raza, S Musa, ASB Khalid, MM Alam… - IEEE …, 2024 - ieeexplore.ieee.org
Effective transfer learning, within medical image classification, is probably one of the most
critical areas of research due to the associated complexities with the nature of medical …

DiffFit: Visually-Guided Differentiable Fitting of Molecule Structures to Cryo-EM Map

D Luo, Z Alsuwaykit, D Khan, O Strnad… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce DiffFit, a differentiable algorithm for fitting protein atomistic structures into
experimental reconstructed Cryo-Electron Microscopy (cryo-EM) volume map. This process …

Enhancing Image Registration Leveraging SURF with Alpha Trimmed Spatial Relation Correspondence

P Arora, R Mehta, R Ahuja - … Conference on Computational Science and Its …, 2024 - Springer
In medical image registration, traditional approaches such as Harris corner detector,
Oriented FAST and Rotated Brief (ORB), and scale invariant feature transform (SIFT) …

DiffFit: Visually-Guided Differentiable Fitting of Molecule Structures to Cryo-EM Map

L Deng, Z Alsuwaykit, D Khan, O Strnad, T Isenberg… - 2024 - repository.kaust.edu.sa
We introduce DiffFit, a differentiable algorithm for fitting protein atomistic structures into
experimental reconstructed Cryo-Electron Microscopy (cryo-EM) volume map. This process …

DiffFit: Differentiable Fitting of Molecule Structures to a Cryo-EM Map

D Luo, Z Alsuwaykit, D Khan, O Strnad… - ICML Workshop on …, 2024 - inria.hal.science
We introduce DiffFit, a differentiable algorithm for fitting protein atomistic structures into
experimental Cryo-Electron Microscopy (cryo-EM) volume maps. This process is crucial in …