Artificial intelligence in cervical cancer screening and diagnosis
X Hou, G Shen, L Zhou, Y Li, T Wang, X Ma - Frontiers in oncology, 2022 - frontiersin.org
Cervical cancer remains a leading cause of cancer death in women, seriously threatening
their physical and mental health. It is an easily preventable cancer with early screening and …
their physical and mental health. It is an easily preventable cancer with early screening and …
Deep learning for computational cytology: A survey
Computational cytology is a critical, rapid-developing, yet challenging topic in medical
image computing concerned with analyzing digitized cytology images by computer-aided …
image computing concerned with analyzing digitized cytology images by computer-aided …
Robust whole slide image analysis for cervical cancer screening using deep learning
S Cheng, S Liu, J Yu, G Rao, Y Xiao, W Han… - Nature …, 2021 - nature.com
Computer-assisted diagnosis is key for scaling up cervical cancer screening. However,
current recognition algorithms perform poorly on whole slide image (WSI) analysis, fail to …
current recognition algorithms perform poorly on whole slide image (WSI) analysis, fail to …
Scl-wc: Cross-slide contrastive learning for weakly-supervised whole-slide image classification
Weakly-supervised whole-slide image (WSI) classification (WSWC) is a challenging task
where a large number of unlabeled patches (instances) exist within each WSI (bag) while …
where a large number of unlabeled patches (instances) exist within each WSI (bag) while …
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis
P Jiang, X Li, H Shen, Y Chen, L Wang, H Chen… - Artificial Intelligence …, 2023 - Springer
Cervical cancer is one of the most common cancers in daily life. Early detection and
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
Artificial intelligence-based risk stratification, accurate diagnosis and treatment prediction in gynecologic oncology
Y Jiang, C Wang, S Zhou - Seminars in cancer biology, 2023 - Elsevier
As data-driven science, artificial intelligence (AI) has paved a promising path toward an
evolving health system teeming with thrilling opportunities for precision oncology …
evolving health system teeming with thrilling opportunities for precision oncology …
Inverse-designed low-index-contrast structures on a silicon photonics platform for vector–matrix multiplication
Inverse-designed silicon photonic metastructures offer an efficient platform to perform
analogue computations with electromagnetic waves. However, due to computational …
analogue computations with electromagnetic waves. However, due to computational …
Ultrabroadband and reconfigurable transmissive acoustic metascreen
Passive acoustic wave manipulations are severely constrained by the narrow frequency
bandwidth of acoustic metastructures. In this research, an unprecedented type of …
bandwidth of acoustic metastructures. In this research, an unprecedented type of …
Advances in AI‐based cancer cytopathology
Y Yang, S Guan, Z Ou, W Li, L Yan… - Interdisciplinary …, 2023 - Wiley Online Library
Cytopathological examination plays a crucial role in cancer diagnosis as it reflects the
cellular pathology of cancer. However, this process traditionally relies on the visual …
cellular pathology of cancer. However, this process traditionally relies on the visual …
Review of the standard and advanced screening, staging systems and treatment modalities for cervical cancer
Simple Summary This review discusses the timeline and development of the recommended
screening tests, diagnosis system, and therapeutics implemented in clinics for precancer …
screening tests, diagnosis system, and therapeutics implemented in clinics for precancer …