Deep learning-integrated MRI brain tumor analysis: feature extraction, segmentation, and Survival Prediction using Replicator and volumetric networks

MLA

Deependra Rastogi, et al. “Deep Learning-Integrated MRI Brain Tumor Analysis: Feature Extraction, Segmentation, and Survival Prediction Using Replicator and Volumetric Networks.” Scientific Reports, vol. 15, no. 1, Jan. 2025, pp. 1–27. EBSCOhost, https://doi.org/10.1038/s41598-024-84386-0.

APA

Deependra Rastogi, Prashant Johri, Massimo Donelli, Seifedine Kadry, Arfat Ahmad Khan, Giuseppe Espa, Paola Feraco, & Jungeun Kim. (2025). Deep learning-integrated MRI brain tumor analysis: feature extraction, segmentation, and Survival Prediction using Replicator and volumetric networks. Scientific Reports, 15(1), 1–27. https://doi.org/10.1038/s41598-024-84386-0

Chicago

Deependra Rastogi, Prashant Johri, Massimo Donelli, Seifedine Kadry, Arfat Ahmad Khan, Giuseppe Espa, Paola Feraco, and Jungeun Kim. 2025. “Deep Learning-Integrated MRI Brain Tumor Analysis: Feature Extraction, Segmentation, and Survival Prediction Using Replicator and Volumetric Networks.” Scientific Reports 15 (1): 1–27. doi:10.1038/s41598-024-84386-0.