Concepedia

Performance enhancement of MRI-based brain tumor classification using suitable segmentation method and deep learning-based ensemble algorithm

Gopal S. Tandel, Ashish Tiwari, O. G. Kakde

Biomedical Signal Processing and Control · 2022 · 35 citations · 33 references

Concepts

MedicineOncologyRadiologyDiagnostic ImagingDiagnostic RadiologyMachine LearningBrain TumorsEnsemble MethodsMagnetic Resonance ImagingMedical Image AnalysisMedical ImagingTumor ClassificationBrain Tumor DiagnosisComputer-aided Tumor DiagnosisDeep Learning In RadiologyDeep Learning-based ClassificationDeep Learning-based Lesion ClassificationTumor Segmentation

References

33

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

An Integrated Genomic Analysis of Human Glioblastoma Multiforme

D. Williams Parsons, Siân Jones, Xiaosong Zhang et al. · Science · 2008 · 5.8K citations · Full text

Medicine, Genetics, Oncology +16

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

Kenneth Clark, Bruce A. Vendt, Kirk Smith et al. · Journal of Digital Imaging · 2013 · 4.6K citations · Full text

Medicine, Oncology, Radiology +14

Brain tumor classification using deep CNN features via transfer learning

S. Deepak, P. M. Ameer · Computers in Biology and Medicine · 2019 · 1.3K citations

Medicine, Neurological Surgery, Oncology +15