Concepedia

A deep learning-based system for assessment of serum quality using sample images

Chao Yang, Dongling Li, Dehua Sun, Shaofen Zhang, Peng Zhang, Yufeng Xiong, Minghai Zhao, Qi Tao, Bo Situ, Lei Zheng

Clinica Chimica Acta · 2022 · 18 citations · 9 references

Concepts

ComputingBioengineeringComputer ScienceBiomedical ImagingComputer VisionMachine LearningDeep LearningImage QualityImage Quality AssessmentImage QuantificationMedical ImagingQuality MeasurementDeep Learning-based ClassificationDeep Learning-based DetectionDeep Learning-based Quality AssessmentMedical Image Quality AssessmentSerum Biomarkers

References

9

Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning

Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke et al. · 2017 · 12.6K citations · Full text

Computing, Computer Science, Computer Vision +10

Human-level recognition of blast cells in acute myeloid leukaemia with convolutional neural networks

Christian Matek, Simone Schwarz, Karsten Spiekermann et al. · Nature Machine Intelligence · 2019 · 271 citations · Full text

Computing, Computer Science, Hematology +16

Practical recommendations for managing hemolyzed samples in clinical chemistry testing

Giuseppe Lippi, Janne Cadamuro, Alexander Meyer et al. · Clinical Chemistry and Laboratory Medicine (CCLM) · 2018 · 135 citations

Natural Sciences, Chemistry, Analytical Chemistry +14

Hybrid AI-assistive diagnostic model permits rapid TBS classification of cervical liquid-based thin-layer cell smears

Xiaohui Zhu, Xiaoming Li, Kokhaur Ong et al. · Nature Communications · 2021 · 116 citations · Full text

Medicine, Computer Science, Pathology +17

Visual assessment of hemolysis affects patient safety

Ana Helena Lukšić, Marijana Miler, Lora Dukić et al. · Clinical Chemistry and Laboratory Medicine (CCLM) · 2017 · 41 citations

Medicine, Hematology, Patient Safety +13