Kayla R. Mendel

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 7

Top Topics

Risk Assessment

Convolutional Neural Networks

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Kayla R. Mendel, Hui Li, Nabihah Tayob, Randa El-Zein, Isabelle Bedrosian, Maryellen L. Giger
Temporal mammographic registration for evaluation of architecture changes in cancer risk assessment. Medical Imaging: Computer-Aided Diagnosis (2019)
Kayla R. Mendel, Hui Li, Li Lan, Chun-Wai Chan, Lauren M. King, Nabihah Tayob, Gary Whitman, Randa El-Zein, Isabelle Bedrosian, Maryellen L. Giger
Temporal assessment of radiomic features on clinical mammography in a high-risk population. Medical Imaging: Computer-Aided Diagnosis (2018)
Hui Li, Kayla R. Mendel, John H. Lee, Li Lan, Maryellen L. Giger
Deep learning in breast cancer risk assessment: evaluation of fine-tuned convolutional neural networks on a clinical dataset of FFDMs. Medical Imaging: Computer-Aided Diagnosis (2018)
Joseph J. Foy, Prerana Mitta, Lauren R. Nowosatka, Kayla R. Mendel, Hui Li, Maryellen L. Giger, Hania A. Al-Hallaq, Samuel G. Armato III
Variations in algorithm implementation among quantitative texture analysis software packages. Medical Imaging: Computer-Aided Diagnosis (2018)
Hui Li, Deepa Sheth, Kayla R. Mendel, Li Lan, Maryellen L. Giger
Deep learning in computer-aided diagnosis incorporating mammographic characteristics of both tumor and parenchyma stroma. IWBI (2018)
Kayla R. Mendel, Hui Li, Deepa Sheth, Maryellen L. Giger
Transfer learning with convolutional neural networks for lesion classification on clinical breast tomosynthesis. Medical Imaging: Computer-Aided Diagnosis (2018)
Kayla R. Mendel, Hui Li, Maryellen L. Giger
Quantitative breast MRI radiomics for cancer risk assessment and the monitoring of high-risk populations. Medical Imaging: Computer-Aided Diagnosis (2016)