Concepedia

Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection

Ahmet Karaman, Derviş Karaboğa, İshak Paçal, Bahriye Akay, Alper Baştürk, Ufuk Nalbantoğlu, Seymanur Coskun, Ömür Şahin

Applied Intelligence · 2022 · 105 citations · 38 references

Concepts

MedicineComputer ScienceOncologyArtificial IntelligenceMachine LearningOptimizationCancer DetectionColorectal CancerComputer-aided DiagnosisDeep LearningPattern RecognitionTumor DetectionArtificial Bee ColonyArtificial Intelligence For DetectionComputer-aided Tumor DiagnosisConvolutional Neural Network DetectionDeep Learning-based Lesion ClassificationOptimization Algorithms

References

38

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries

Hyuna Sung, Jacques Ferlay, Rebecca L. Siegel et al. · CA A Cancer Journal for Clinicians · 2021 · 112.5K citations · Full text

Medicine, Oncology, Cancer Epidemiology +16

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 54.2K citations

Computing, Computer Science, Computer Vision +14

Ross Girshick · 2015 · 27.9K citations

Computing, Computer Science, Computer Vision +13

Xception: Deep Learning with Depthwise Separable Convolutions

François Chollet · 2017 · 19K citations

Computing, Computer Science, Computer Vision +7