Recent progress in transformer-based medical image analysis

Z Liu, Q Lv, Z Yang, Y Li, CH Lee, L Shen - Computers in Biology and …, 2023 - Elsevier
The transformer is primarily used in the field of natural language processing. Recently, it has
been adopted and shows promise in the computer vision (CV) field. Medical image analysis …

Artificial intelligence for computer aided detection of pneumoconiosis: A succinct review since 1974

F Mushtaq, S Bhattacharjee, S Mandia, K Singh… - … Applications of Artificial …, 2024 - Elsevier
With the increasing availability of medical imaging data and advancements in artificial
intelligence (AI) and computer vision (CV) techniques, computer aided diagnostic (CAD) …

Quantitative evaluation of activation maps for weakly-supervised lung nodule segmentation

F Behrendt, S Sonawane… - Medical Imaging …, 2024 - spiedigitallibrary.org
The manual assessment of chest radiographs by radiologists is a time-consuming and error-
prone process that relies on the availability of trained professionals. Deep learning methods …