Reproducible and clinically translatable deep neural networks for cervical screening

Authors: Syed Rakin Ahmed, Brian Befano, Andreanne Lemay, Didem Egemen, Ana Cecilia Rodriguez, Sandeep Angara, Kanan Desai, Jose Jeronimo, Sameer Antani, Nicole Campos, Federica Inturrisi, Rebecca Perkins, Aimee Kreimer, Nicolas Wentzensen, Rolando Herrero, Marta del Pino, Wim Quint, Silvia de Sanjose, Mark Schiffman, Jayashree Kalpathy-Cramer

Source: Scientific Reports, Vol 13, Iss 1, Pp 1-18 (2023)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/5b8bb423fd0943a49499624df87224c8

Improving the repeatability of deep learning models with Monte Carlo dropout

Authors: Andreanne Lemay, Katharina Hoebel, Christopher P. Bridge, Brian Befano, Silvia De Sanjosé, Didem Egemen, Ana Cecilia Rodriguez, Mark Schiffman, John Peter Campbell, Jayashree Kalpathy-Cramer

Source: npj Digital Medicine, Vol 5, Iss 1, Pp 1-11 (2022)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/2398-6352

Access URL: https://doaj.org/article/d201db3d55dc4827b2c9d94495d6e5ca

Automatic multiclass intramedullary spinal cord tumor segmentation on MRI with deep learning

Authors: Andreanne Lemay, Charley Gros, Zhizheng Zhuo, Jie Zhang, Yunyun Duan, Julien Cohen-Adad, Yaou Liu

Source: NeuroImage: Clinical, Vol 31, Iss , Pp 102766- (2021)

Subject Terms: Deep learning, Automatic segmentation, Spinal cord tumor, MRI, Multiclass, CNN, Computer applications to medicine. Medical informatics, R858-859.7, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2213158221002102; https://doaj.org/toc/2213-1582

Access URL: https://doaj.org/article/f83c4fb3b9184443a6a96042e6a24c0e