# Radiogenomics and machine learning predict oncogenic signaling pathways in glioblastoma

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/radiogenomics-and-machine-learning-predict-oncogenic-signaling-pathways-in/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Abdul Basit Ahanger,Syed Wajid Aalam,Tariq Masoodi,Asma Shah,Meraj Alam Khan,Ajaz A. Bhat,Assif Assad,Muzafar A. Macha,Muzafar Rasool Bhat |
| Citations | 25 |
| DOI | 10.1186/s12967-025-06101-5 |
| Fields | Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://translational-medicine.biomedcentral.com/counter/pdf/10.1186/s12967-025-06101-5 |
| OpenAlex ID | https://openalex.org/W4406871759 |
| PMID | 39871351 |
| Type | article |
| Year | 2025 |

## Paper authors

- [Muzafar Rasool Bhat](https://scholariq.org/researchers/muzafar-rasool-bhat/)

## Paper journal

- [Journal of Translational Medicine](https://scholariq.org/journals/journal-of-translational-medicine/)

## Paper primary topic

- [Radiomics and Machine Learning in Medical Imaging](https://scholariq.org/topics/radiomics-and-machine-learning-in-medical-imaging/)

## Paper topics

- [Radiomics and Machine Learning in Medical Imaging](https://scholariq.org/topics/radiomics-and-machine-learning-in-medical-imaging/)
- [Glioma Diagnosis and Treatment](https://scholariq.org/topics/glioma-diagnosis-and-treatment/)
- [Ferroptosis and cancer prognosis](https://scholariq.org/topics/ferroptosis-and-cancer-prognosis/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.