Transforming Dermatopathology With AI: Addressing Bias, Enhancing Interpretability, and Shaping Future Diagnostics

Transforming Dermatopathology With AI: Addressing Bias, Enhancing Interpretability, and Shaping Future Diagnostics

<h3>Background</h3><p dir="ltr">Artificial intelligence (AI) is transforming dermatopathology by enhancing diagnostic accuracy, efficiency, and precision medicine. Despite its promise, challenges such as dataset biases, underrepresentation of diverse populations, and limi...

Full description

Saved in:

Bibliographic Details
Main Author:	Diala Ra'Ed Kamal Kakish (22330627) (author)
Other Authors:	Jehad Feras AlSamhori (17746809) (author), Andy Noel Ramirez Fajardo (22330630) (author), Lana N. Qaqish (22330633) (author), Layan Ahmed Jaber (22330636) (author), Rawan Abujudeh (22330639) (author), Mohammad Hathal Mahmoud Al‐Zuriqat (22330642) (author), Amina Yahya Mohammed (22330645) (author), Abdulqadir J. Nashwan (11659453) (author)
Published:	2025
Subjects:	Health sciences Health services and systems Philosophy and religious studies Applied ethics artificial Intelligence in dermatopathology diagnostic bias explainable AI (XAI) multimodal diagnostics precision medicine
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A review of explainable AI techniques and their evaluation in mammography for breast cancer screening
by: Noora Shifa (21392996)
Published: (2025)

Clinical reappraisal of the composite international diagnostic interview version 3.3 in Qatar's National Mental Health Study
by: Salma M. Khaled (13847737)
Published: (2024)

Addressing bias in the definition of SARS-CoV-2 reinfection: implications for underestimation
by: Hiam Chemaitelly (439114)
Published: (2024)

Tamp-X: Attacking explainable natural language classifiers through tampered activations
by: Hassan Ali (3348749)
Published: (2022)

Quality versus Risk-of-Bias assessment in clinical research
by: Luis Furuya-Kanamori (477124)
Published: (2021)

A new method for synthesizing test accuracy data outperformed the bivariate method
by: Luis Furuya-Kanamori (477124)
Published: (2020)

Cultural Bias in Text-to-Image Models: A Systematic Review of Bias Identification, Evaluation, and Mitigation Strategies
by: Wala Elsharif (22828082)
Published: (2025)

Quality versus Risk-of-Bias assessment in clinical research
by: Furuya-Kanamori, Luis
Published: (2021)

Telemedicine applications in pediatric emergency surgery and trauma: a systematic review of diagnostic accuracy and clinical effectiveness
by: Amani N. Alansari (19743643)
Published: (2025)

Biased signaling: A viable strategy to drug ghrelin receptors for the treatment of obesity
by: Karim, Nagi
Published: (2021)

Editorial: Cancer genomics in the era of precision medicine
by: Omar M. Khan (17807774)
Published: (2024)

Assessing the diagnostic accuracy of biochemical, anthropometric, and combined indices for metabolic syndrome prediction in a cohort from Qatar Biobank
by: Muhammad Ammar Zahid (18123775)
Published: (2025)

Metastatic angiosarcoma of the scalp presented as posttraumatic subgaleal hematoma: The many faces of a diagnostic challenge
by: Loai Aker (17128867)
Published: (2021)

Making Biomarkers Relevant to Healthcare Innovation and Precision Medicine
by: Nader I. Al-Dewik (14152884)
Published: (2022)

The genetic basis and the diagnostic yield of genetic testing related to nonsyndromic hearing loss in Qatar
by: Shaza Alkhidir (21633587)
Published: (2024)

Exploring the Impact of Explainable Artificial Intelligence on Decision-making in Healthcare
by: MOHAMMAD, AHMAD HASAN
Published: (2023)

Towards establishment of diagnostic reference levels based on clinical indication in the state of Qatar
by: Huda AlNaemi (14146740)
Published: (2020)

Developments in Point-of-Care Diagnostic Technology for Cancer Detection
by: Bryony Hayes (18628777)
Published: (2018)

What do end-to-end speech models learn about speaker, language and channel information? A layer-wise and neuron-level analysis
by: Shammur Absar Chowdhury (16812394)
Published: (2024)

A Review of Radiomics and Artificial Intelligence and Their Application in Veterinary Diagnostic Imaging
by: Othmane Bouhali (8252544)
Published: (2022)

Influence of Cognitive Bias on Decision Making in Mega Projects
by: ALNUAIMI, WALEED
Published: (2020)

A Comprehensive Review on Membrane Fouling: Mathematical Modelling, Prediction, Diagnosis, and Mitigation
by: AlSawaftah, Nour Majdi
Published: (2021)

Signaling diversity of mu- and delta- opioid receptor ligands: Re-evaluating the benefits of β-arrestin/G protein signaling bias
by: Graciela Pineyro (11414285)
Published: (2021)

Modeling and Bias-Robust Estimation of the Acoustic Release of Chemotherapeutics from Liposomes
by: Wadi, Ali
Published: (2019)

Ecological indicators and source diagnostic ratios of aliphatic and polyaromatic hydrocarbons in marine sediments of Qatar
by: Maryam A. Abdulla (16303297)
Published: (2023)

Diagnostic accuracy of interleukin-6 (IL-6) as a significant biomarker in late-onset neonatal sepsis: an updated systematic review and meta-analysis
by: Amani N. Alansari (19743643)
Published: (2025)

The future of sleep health: a data-driven revolution in sleep science and medicine
by: Ignacio Perez-Pozuelo (14153007)
Published: (2020)

Qatar's National Mental Health Study—The World Mental Health Qatar
by: Salma Mawfek Khaled (14159013)
Published: (2024)

Patterns of prescription of antipsychotics in Qatar
by: Sami Ouanes (9617363)
Published: (2020)

A Clinically Interpretable Approach for Early Detection of Autism Using Machine Learning With Explainable AI
by: Oishi Jyoti (21593819)
Published: (2025)

Lifetime prevalence, risk, and treatment of mood and anxiety disorders in Qatar's national mental health study
by: Salma Mawfek Khaled (14159013)
Published: (2024)

Identification of novel hypertension biomarkers using explainable AI and metabolomics
by: Karthik Sekaran (16845959)
Published: (2024)

The Influence of Cognitive Bias Attributes on Decision-making Style of the Project Manager: The Moderating Role of Narcissistic and Voice Behaviour
by: OBEIDAT, OMAR SALEM
Published: (2022)

Clinical diagnostic reference levels in neuroradiology based on clinical indication
by: Antar Aly (13272312)
Published: (2024)

Bias-aware face mask detection dataset
by: Alperen Kantarcı (20151456)
Published: (2024)

CRISPR-Based Multiplex Detection of Human Papillomaviruses for One-Pot Point-of-Care Diagnostics
by: Ahmed Ghouneimy (17959417)
Published: (2024)

Qatar's National Mental Health Survey—The World Mental Health Qatar: Sampling design, instrument adaptation, quality control, and fielding procedures
by: Salma M. Khaled (13847737)
Published: (2024)

Development of Acceptable Quality Dose (AQD) and image quality-related diagnostic reference levels for common computed tomography investigations in a tertiary care public sector hospital of Khyber Pakhtunkhwa, Pakistan
by: Muhammad Yaseen (9283421)
Published: (2024)

Simultaneous Multi-Adulterant Detection in Milk Using an In-house Developed Multiplexed Microfluidic Paper-Based Analytical Device (M-µPAD)
by: Jannat Ahsan (22466530)
Published: (2025)

How Global Coordination Can Be Achieved from Local Coordination in Social Networks
by: Jahedpari, Fatemeh
Published: (2009)