Results 161 to 170 of about 1,296,178 (382)

A comparative analysis of deep learning architectures with data augmentation and multichannel input for locoregional breast cancer radiotherapy

open access: yesJournal of Applied Clinical Medical Physics, EarlyView.
Abstract Purpose Studies on deep learning dose prediction increasingly focus on 3D models with multiple input channels and data augmentation, which increases the training time and thus also the environmental burden and hampers the ease of re‐training. Here we compare 2D and 3D U‐Net models with clinical accepted plans to evaluate the appropriateness of
Rosalie Klarenberg   +2 more
wiley   +1 more source

LCA applied to residual organic fertilizing materials ‐ An overview of substitution methodological options and quantitative substitution rates [PDF]

open access: yes, 2016
LCA case studies applied to waste management options of organic products face several LCA methodological choices and among them, the multifunctionality question.
Déchaux, Claire, Pradel, Marilys
core   +1 more source

Open‐source deep‐learning models for segmentation of normal structures for prostatic and gynecological high‐dose‐rate brachytherapy: Comparison of architectures

open access: yesJournal of Applied Clinical Medical Physics, EarlyView.
Abstract Background The use of deep learning‐based auto‐contouring algorithms in various treatment planning services is increasingly common. There is a notable deficit of commercially or publicly available models trained on large or diverse datasets containing high‐dose‐rate (HDR) brachytherapy treatment scans, leading to poor performance on images ...
Andrew J. Krupien   +8 more
wiley   +1 more source

Comparison of new metal organic framework-based catalysts for oxygen reduction reaction

open access: yesData in Brief, 2018
In this article, we collected the most significant and recent data in brief in the field of metal organic frameworks oxygen reduction reaction catalysts, obtained from some of the most recent research papers in the field.
Shmuel Gonen, Lior Elbaz
doaj  

The diversity of livestock systems and definition of animal welfare (2nd NAHWOA Workshop) [PDF]

open access: yes, 2000
content: Part A: Livestock in organic farming: role and research methodologies Part B: The diversity of organic livestock systems – Austria and Spain Part C: Organic livestock production standards Part D: Organic livestock production and animal ...

core  

An investigation into the feasibility and efficacy of stereotactic radiosurgery for 1–3 cm single brain lesions on the ring‐mounted Halcyon LINAC

open access: yesJournal of Applied Clinical Medical Physics, EarlyView.
Abstract Purpose An evaluation of the accuracy, safety, and efficiency of the Halcyon ring delivery system (RDS) for stereotactic radiosurgery (SRS) treatment to relatively small (1–3 cm) brain lesions. Methods After completing the extensive in‐house quality assurance checks including Winston–Lutz test and independent dose verification via MD Anderson ...
Kate Hazelwood   +5 more
wiley   +1 more source

ORID: Organ-Regional Information Driven Framework for Radiology Report Generation [PDF]

open access: yesarXiv
The objective of Radiology Report Generation (RRG) is to automatically generate coherent textual analyses of diseases based on radiological images, thereby alleviating the workload of radiologists. Current AI-based methods for RRG primarily focus on modifications to the encoder-decoder model architecture.
arxiv  

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