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 …

Deep learning for computational cytology: A survey

H Jiang, Y Zhou, Y Lin, RCK Chan, J Liu, H Chen - Medical Image Analysis, 2023 - Elsevier
Computational cytology is a critical, rapid-developing, yet challenging topic in medical
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 …

Scl-wc: Cross-slide contrastive learning for weakly-supervised whole-slide image classification

X Wang, J Xiang, J Zhang, S Yang… - Advances in neural …, 2022 - proceedings.neurips.cc
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 …

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 …

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 …

Inverse-designed low-index-contrast structures on a silicon photonics platform for vector–matrix multiplication

V Nikkhah, A Pirmoradi, F Ashtiani, B Edwards… - Nature …, 2024 - nature.com
Inverse-designed silicon photonic metastructures offer an efficient platform to perform
analogue computations with electromagnetic waves. However, due to computational …

Ultrabroadband and reconfigurable transmissive acoustic metascreen

X Fan, Y Zhu, Z Su, N Li, X Huang… - Advanced Functional …, 2023 - Wiley Online Library
Passive acoustic wave manipulations are severely constrained by the narrow frequency
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 …

Review of the standard and advanced screening, staging systems and treatment modalities for cervical cancer

SS Boon, HY Luk, C Xiao, Z Chen, PKS Chan - Cancers, 2022 - mdpi.com
Simple Summary This review discusses the timeline and development of the recommended
screening tests, diagnosis system, and therapeutics implemented in clinics for precancer …