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 …

[HTML][HTML] Performance of externally validated machine learning models based on histopathology images for the diagnosis, classification, prognosis, or treatment …

R Gonzalez, P Nejat, A Saha, CJV Campbell… - Journal of Pathology …, 2023 - Elsevier
Numerous machine learning (ML) models have been developed for breast cancer using
various types of data. Successful external validation (EV) of ML models is important …

A suggested way forward for adoption of AI-Enabled digital pathology in low resource organizations in the developing world

T Zehra, A Parwani, J Abdul-Ghafar, Z Ahmad - Diagnostic pathology, 2023 - Springer
Low-and middle-income countries (LMICs) represent a big source of data not only for
endemic diseases but also for neoplasms. Data is the fuel which drives the modern era …

[HTML][HTML] Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and …

R Gonzalez, A Saha, CJV Campbell, P Nejat… - Journal of Pathology …, 2023 - Elsevier
This paper discusses some overlooked challenges faced when working with machine
learning models for histopathology and presents a novel opportunity to support" Learning …

[HTML][HTML] Ki-67 quantification in breast cancer by digital imaging AI software and its concordance with manual method

T Zehra, M Shams, Z Ahmad, Q Chundriger… - J Coll Physicians Surg …, 2023 - jcpsp.pk
Objective: To validate the concordance of automated detection of Ki67 in digital images of
breast cancer with the manual eyeball/hotspot method. Study Design: Descriptive study …

The role of telepathology in diagnosis of pre-malignant and malignant cervical lesions: implementation at a tertiary hospital in Northern Tanzania

A Mremi, NK Bentzer, B Mchome, J Mlay, J Blaakær… - Plos one, 2022 - journals.plos.org
Introduction Adequate and timely access to pathology services is a key to scale up cancer
control, however, there is an extremely shortage of pathologists in Tanzania. Telepathology …

Artificial Intelligence in Ovarian Digital Pathology

KE Allen, P Adusumilli, J Breen, G Hall… - Pathology of the Ovary …, 2024 - Springer
As one of the leading technological advances in histopathology in recent years, digital
pathology and the move towards fully digitised workflows is transforming clinical practice …

Model for detecting metastatic deposits in lymph nodes of colorectal carcinoma on digital/non-WSI images

T Zehra, S Moeen, M Shams, M Raza, A Khurshid… - Diagnostic …, 2024 - Springer
Introduction Colorectal cancer (CRC) constitutes around 10% of global cancer diagnoses
and death due to cancer. Treatment involves the surgical resection of the tumor and regional …

Overview of Pathological Diagnosis

X Zhou - In Vitro Diagnostic Industry in China, 2023 - Springer
Pathology as a medical discipline, on the one hand, studies the etiology and occurrence
mechanism of diseases and provides an important theoretical basis for human beings to …

Patologia digital e computacional: um panorama atual e perspectivas futuras

MM Dalmedico, CKL de Carvalho… - … A LAS CIENCIAS …, 2024 - ojs.revistacontribuciones.com
Determinar, a partir da literatura vigente, as evidências científicas sobre o uso da patologia
digital e computacional na prática clínica, considerando benefícios, limitações e …