Toward explainable artificial intelligence for precision pathology
The rapid development of precision medicine in recent years has started to challenge
diagnostic pathology with respect to its ability to analyze histological images and …
diagnostic pathology with respect to its ability to analyze histological images and …
Enhancing head and neck tumor management with artificial intelligence: Integration and perspectives
NN Zhong, HQ Wang, XY Huang, ZZ Li, LM Cao… - Seminars in Cancer …, 2023 - Elsevier
Head and neck tumors (HNTs) constitute a multifaceted ensemble of pathologies that
primarily involve regions such as the oral cavity, pharynx, and nasal cavity. The intricate …
primarily involve regions such as the oral cavity, pharynx, and nasal cavity. The intricate …
[PDF][PDF] The deep DNA machine learning model to classify the tumor genome of patients with tumor sequencing
J Logeshwaran, N Adhikari, SS Joshi… - … Journal of Health …, 2022 - researchgate.net
In general, the various medical systems currently available provide insights into changes in
the tumor genome of patients with tumor sequencing. Most of the tumor DNA sequencing …
the tumor genome of patients with tumor sequencing. Most of the tumor DNA sequencing …
DNA methylation-based classification of sinonasal tumors
The diagnosis of sinonasal tumors is challenging due to a heterogeneous spectrum of
various differential diagnoses as well as poorly defined, disputed entities such as sinonasal …
various differential diagnoses as well as poorly defined, disputed entities such as sinonasal …
Classification of tumor types using XGBoost machine learning model: a vector space transformation of genomic alterations
Background Machine learning (ML) represents a powerful tool to capture relationships
between molecular alterations and cancer types and to extract biological information. Here …
between molecular alterations and cancer types and to extract biological information. Here …
Prediction of DNA methylation-based tumor types from histopathology in central nervous system tumors with deep learning
Precision in the diagnosis of diverse central nervous system (CNS) tumor types is crucial for
optimal treatment. DNA methylation profiles, which capture the methylation status of …
optimal treatment. DNA methylation profiles, which capture the methylation status of …
Molecular characteristics and improved survival prediction in a cohort of 2023 ependymomas
LC Pohl, M Leitheiser, D Obrecht, L Schweizer… - Acta …, 2024 - Springer
The diagnosis of ependymoma has moved from a purely histopathological review with
limited prognostic value to an integrated diagnosis, relying heavily on molecular information …
limited prognostic value to an integrated diagnosis, relying heavily on molecular information …
Data mining on identifying diagnosis and prognosis biomarkers in head and neck squamous carcinoma
G Ju, Z Yao, Y Zhao, X Zhao, F Liu - Scientific Reports, 2023 - nature.com
Head and neck squamous carcinoma (HNSC) induces high cancer-related death worldwide.
The biomarker screening on diagnosis and prognosis is of great importance. This research …
The biomarker screening on diagnosis and prognosis is of great importance. This research …
The current landscape of artificial intelligence in oral and maxillofacial surgery–a narrative review
RR Dang, B Kadaikal, SE Abbadi, BR Brar… - Oral and Maxillofacial …, 2025 - Springer
Objective This narrative review aims to explore the current applications and future prospects
of AI within the subfields of oral and maxillofacial surgery (OMS), emphasizing its potential …
of AI within the subfields of oral and maxillofacial surgery (OMS), emphasizing its potential …
Construction and analysis of a conjunctive diagnostic model of HNSCC with random forest and artificial neural network
Y Luo, L Zhou, F Yang, J Chen, J Chen, Y Wang - Scientific Reports, 2023 - nature.com
Head and neck squamous cell carcinoma (HNSCC) is a heterogeneous tumor that is highly
aggressive and ranks fifth among the most common cancers worldwide. Although, the …
aggressive and ranks fifth among the most common cancers worldwide. Although, the …