A review of deep learning-based multiple-lesion recognition from medical images: classification, detection and segmentation
H Jiang, Z Diao, T Shi, Y Zhou, F Wang, W Hu… - Computers in Biology …, 2023 - Elsevier
Deep learning-based methods have become the dominant methodology in medical image
processing with the advancement of deep learning in natural image classification, detection …
processing with the advancement of deep learning in natural image classification, detection …
Deep interactive segmentation of medical images: A systematic review and taxonomy
Interactive segmentation is a crucial research area in medical image analysis aiming to
boost the efficiency of costly annotations by incorporating human feedback. This feedback …
boost the efficiency of costly annotations by incorporating human feedback. This feedback …
Rapid detection of mouse spermatogenic defects by testicular cellular composition analysis via enhanced deep learning model
Background Histological analysis of the testicular sections is paramount in infertility research
but tedious and often requires months of training and practice. Objectives Establish an …
but tedious and often requires months of training and practice. Objectives Establish an …
SATINN: An automated neural network-based classification of testicular sections allows for high-throughput histopathology of mouse mutants
R Yang, AM Stendahl, KA Vigh-Conrad, M Held… - …, 2022 - academic.oup.com
Motivation The mammalian testis is a complex organ with a cellular composition that
changes smoothly and cyclically in normal adults. While testis histology is already an …
changes smoothly and cyclically in normal adults. While testis histology is already an …
Detection of spermatogonial stem/progenitor cells in prepubertal mouse testis with deep learning
B Kahveci, S Önen, F Akal, P Korkusuz - Journal of Assisted Reproduction …, 2023 - Springer
Purpose Rapid and easy detection of spermatogonial stem/progenitor cells (SSPCs) is
crucial for clinicians dealing with male infertility caused by prepubertal testicular damage …
crucial for clinicians dealing with male infertility caused by prepubertal testicular damage …