AI in medical imaging informatics: current challenges and future directions

AS Panayides, A Amini, ND Filipovic… - IEEE journal of …, 2020 - ieeexplore.ieee.org
This paper reviews state-of-the-art research solutions across the spectrum of medical
imaging informatics, discusses clinical translation, and provides future directions for …

[HTML][HTML] The future of pathology is digital

JD Pallua, A Brunner, B Zelger, M Schirmer… - … -Research and Practice, 2020 - Elsevier
Abstract Information, archives, and intelligent artificial systems are part of everyday life in
modern medicine. They already support medical staff by mapping their workflows with …

[HTML][HTML] Deep learning in computational dermatopathology of melanoma: A technical systematic literature review

D Sauter, G Lodde, F Nensa, D Schadendorf… - Computers in biology …, 2023 - Elsevier
Deep learning (DL) has become one of the major approaches in computational
dermatopathology, evidenced by a significant increase in this topic in the current literature …

Diagnostic concordance and discordance in digital pathology: a systematic review and meta-analysis

AS Azam, IM Miligy, PKU Kimani, H Maqbool… - Journal of Clinical …, 2021 - jcp.bmj.com
Background Digital pathology (DP) has the potential to fundamentally change the way that
histopathology is practised, by streamlining the workflow, increasing efficiency, improving …

The emergence of pathomics

R Gupta, T Kurc, A Sharma, JS Almeida… - Current Pathobiology …, 2019 - Springer
Abstract Purpose of Review Our goal is to provide an overview of machine learning methods
and artificial intelligence in digital pathology image analysis. We also highlight novel …

[HTML][HTML] Computational pathology: a survey review and the way forward

MS Hosseini, BE Bejnordi, VQH Trinh, L Chan… - Journal of Pathology …, 2024 - Elsevier
Abstract Computational Pathology (CPath) is an interdisciplinary science that augments
developments of computational approaches to analyze and model medical histopathology …

Diagnostic concordance between whole slide imaging and conventional light microscopy in cytopathology: a systematic review

I Girolami, L Pantanowitz, S Marletta… - Cancer …, 2020 - Wiley Online Library
Many studies have examined the diagnostic concordance of whole slide imaging (WSI) and
light microscopy (LM) for surgical pathology. In cytopathology, WSI use has been more …

DigiPatICS: digital pathology transformation of the Catalan Health Institute Network of 8 hospitals—planification, implementation, and preliminary results

J Temprana-Salvador, P López-García… - Diagnostics, 2022 - mdpi.com
Complete digital pathology transformation for primary histopathological diagnosis is a
challenging yet rewarding endeavor. Its advantages are clear with more efficient workflows …

Digital pathology–rising to the challenge

H Dawson - Frontiers in medicine, 2022 - frontiersin.org
Digital pathology has gone through considerable technical advances during the past few
years and certain aspects of digital diagnostics have been widely and swiftly adopted in …

HEROHE challenge: predicting HER2 status in breast cancer from hematoxylin–eosin whole-slide imaging

E Conde-Sousa, J Vale, M Feng, K Xu, Y Wang… - Journal of …, 2022 - mdpi.com
Breast cancer is the most common malignancy in women worldwide, and is responsible for
more than half a million deaths each year. The appropriate therapy depends on the …