Artificial intelligence for digital and computational pathology

AH Song, G Jaume, DFK Williamson, MY Lu… - Nature Reviews …, 2023 - nature.com
Advances in digitizing tissue slides and the fast-paced progress in artificial intelligence,
including deep learning, have boosted the field of computational pathology. This field holds …

Overcoming the challenges to implementation of artificial intelligence in pathology

JS Reis-Filho, JN Kather - JNCI: Journal of the National Cancer …, 2023 - academic.oup.com
Pathologists worldwide are facing remarkable challenges with increasing workloads and
lack of time to provide consistently high-quality patient care. The application of artificial …

[图书][B] Artificial intelligence and deep learning in pathology

S Cohen - 2020 - books.google.com
Recent advances in computational algorithms, along with the advent of whole slide imaging
as a platform for embedding artificial intelligence (AI), are transforming pattern recognition …

TIAToolbox as an end-to-end library for advanced tissue image analytics

J Pocock, S Graham, QD Vu, M Jahanifar… - Communications …, 2022 - nature.com
Background Computational pathology has seen rapid growth in recent years, driven by
advanced deep-learning algorithms. Due to the sheer size and complexity of multi-gigapixel …

Artificial intelligence in digital pathology—new tools for diagnosis and precision oncology

K Bera, KA Schalper, DL Rimm, V Velcheti… - Nature reviews Clinical …, 2019 - nature.com
In the past decade, advances in precision oncology have resulted in an increased demand
for predictive assays that enable the selection and stratification of patients for treatment. The …

[HTML][HTML] Introduction to digital image analysis in whole-slide imaging: a white paper from the digital pathology association

F Aeffner, MD Zarella, N Buchbinder, MM Bui… - Journal of pathology …, 2019 - Elsevier
The advent of whole-slide imaging in digital pathology has brought about the advancement
of computer-aided examination of tissue via digital image analysis. Digitized slides can now …

Digital pathology and artificial intelligence

MKK Niazi, AV Parwani, MN Gurcan - The lancet oncology, 2019 - thelancet.com
In modern clinical practice, digital pathology has a crucial role and is increasingly a
technological requirement in the scientific laboratory environment. The advent of whole-slide …

Image analysis and machine learning in digital pathology: Challenges and opportunities

A Madabhushi, G Lee - Medical image analysis, 2016 - Elsevier
With the rise in whole slide scanner technology, large numbers of tissue slides are being
scanned and represented and archived digitally. While digital pathology has substantial …

Pathology imaging informatics for quantitative analysis of whole-slide images

S Kothari, JH Phan, TH Stokes… - Journal of the American …, 2013 - academic.oup.com
Objectives With the objective of bringing clinical decision support systems to reality, this
article reviews histopathological whole-slide imaging informatics methods, associated …

[HTML][HTML] Artificial intelligence and computational pathology

M Cui, DY Zhang - Laboratory Investigation, 2021 - Elsevier
Data processing and learning has become a spearhead for the advancement of medicine,
with pathology and laboratory medicine has no exception. The incorporation of scientific …