AI Medical Compendium

Development and validation of a machine learning model for predicting distant metastasis in patients with renal cell carcinoma: a population-based study.

World journal of surgical oncology Jun 1, 2026

BACKGROUND: Distant metastasis is the leading cause of death in renal cell carcinoma (RCC), yet accurate prediction tools remain lacking. We aimed to develop and validate a machine learning model to predict synchronous distant metastasis-defined as m... read more

Precision Medicine Gene Network Analyser: part I-cancer driver gene identification through network topology and ensemble machine learning.

Genomics & informatics Jun 1, 2026

PURPOSE: Precision oncology depends on identifying cancer driver genes and linking them to targeted therapies. Current methods using curated gene sets or generic classifiers often miss biologically relevant patterns in complex gene interaction networ... read more

Assessing Delay Patterns in Diagnosis and Care Among Breast Cancer Patients in Ethiopia.

Cancer reports (Hoboken, N.J.) Jun 1, 2026

BACKGROUND: In Ethiopia, breast cancer patients often present with advanced-stage disease, leading to high mortality. This study aimed to quantify diagnostic and treatment intervals and identify their association with stage at presentation. AIM: The ... read more

Deep learning for automatic segmentation of the inferior alveolar nerve using a hybrid CNN-transformer framework.

Scientific reports Jun 1, 2026

Accurate identification of the inferior alveolar nerve (IAN) is essential for preventing nerve injury during dental and maxillofacial procedures such as tooth extraction, implant placement, and orthognathic surgery. However, manual annotation of the ... read more

Correction to: Integrating transcriptomics, network pharmacology, and GraphBAN neural networks to identify biomarkers and regulatory mechanisms of classical traditional Chinese medicine formulations in ulcerative colitis.

Naunyn-Schmiedeberg's archives of pharmacology Jun 1, 2026

Predicting depressive symptoms among Chinese college students using recurrent neural networks with longitudinal data.

Scientific reports Jun 1, 2026

College students face a higher risk of depression than their non-college peers. However, the predictors of depressive symptoms among college students and their relative importance remain inconclusive. This study aimed to develop predictive models for... read more

CCDC6, a ferroptosis-related gene, modulates stemness features of pancreatic cancer cells in vitro.

BMC cancer Jun 1, 2026

OBJECTIVE: Pancreatic cancer (PC) poses a significant threat to patient quality of life. Ferroptosis, a novel form of non-apoptotic cell death, is implicated in pancreatic tumorigenesis and therapy resistance. This study aims to identify key ferropto... read more

A novel and accurate EEG emotion classification model based on multiple attention local binary patterns.

BMC medicine Jun 1, 2026

BACKGROUND: Electroencephalography (EEG) signals play a crucial role in understanding brain activity because they provide useful information about real emotions and intentions. Many machine learning models have been used for automatic EEG-based emoti... read more

[From digitalization to embodied intelligence: technological innovation and paradigm shift in clinical stomatology].

Zhonghua kou qiang yi xue za zhi = Zhonghua kouqiang yixue zazhi = Chinese journal of stomatology Jun 1, 2026

In the critical stage of digital and intelligent transformation of stomatology, artificial intelligence (AI) technology has shown significant advantages in diagnosis, treatment planning and other fields. However, limited by the nature of disembodied ... read more

[A brief discussion on data-intelligent complete denture prosthesis].