Incremental retraining, clinical implementation, and acceptance rate of deep learning auto‐segmentation for male pelvis in a multiuser environment

J Duan, CE Vargas, NY Yu, BS Laughlin… - Medical …, 2023 - Wiley Online Library
Background Deep learning auto‐segmentation (DLAS) models have been adopted in the
clinic; however, they suffer from performance deterioration owing to the clinical practice …

Prostate Cancer: MRI Image Detection Based on Deep Learning: A Review

JSJ Alhamzo, AM Abdulazeez - The Indonesian Journal of Computer …, 2024 - ijcs.net
This comprehensive study delves into the transformative role of artificial intelligence (AI) and
deep learning (DL) in the realm of prostate cancer care, an issue of paramount importance …

Localized fine-tuning and clinical evaluation of deep-learning based auto-segmentation (DLAS) model for clinical target volume (CTV) and organs-at-risk (OAR) in …

J Geng, X Sui, R Du, J Feng, R Wang, M Wang… - Radiation …, 2024 - Springer
Background and purpose Various deep learning auto-segmentation (DLAS) models have
been proposed, some of which have been commercialized. However, the issue of …

A Tutorial on Clinical Speech AI Development: From Data Collection to Model Validation

SI Ng, L Xu, I Siegert, N Cummins, NR Benway… - arxiv preprint arxiv …, 2024 - arxiv.org
There has been a surge of interest in leveraging speech as a marker of health for a wide
spectrum of conditions. The underlying premise is that any neurological, mental, or physical …