Comparison of the Complexity of Patients Seen by Different Medical Subspecialists in a Universal Health Care System
Sign Up to like & getrecommendations! Published in 2018 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2018.4852
Abstract: Key Points Question Are there differences in the complexity of patients seen by different types of physicians? Findings In this population-based cohort study of 2.5 million Canadian adults, there were substantial differences in markers of… read more here.
Keywords: patients seen; complexity; health; seen different ... See more keywords
Complexity of Medication Regimens for Children With Neurological Impairment
Sign Up to like & getrecommendations! Published in 2021 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2021.22818
Abstract: Key Points Question How complex are the medication regimens for children with neurological impairment? Findings In this cross-sectional study of 123 children with neurological impairment, empirically measured Medication Regimen Complexity Index scores were high; patients… read more here.
Keywords: complexity; medication regimens; regimens children; medication ... See more keywords
Association of Guideline Complexity With Individuals’ Ability to Determine Eligibility for COVID-19 Vaccination
Sign Up to like & getrecommendations! Published in 2022 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2022.34579
Abstract: This cross-sectional study examines the association between the complexity of consumer guidelines for COVID-19 vaccination and identification of eligibility. read more here.
Keywords: eligibility; association guideline; covid vaccination; association ... See more keywords
Development and Validation of Image-Based Deep Learning Models to Predict Surgical Complexity and Complications in Abdominal Wall Reconstruction.
Sign Up to like & getrecommendations! Published in 2021 at "JAMA surgery"
DOI: 10.1001/jamasurg.2021.3012
Abstract: Importance Image-based deep learning models (DLMs) have been used in other disciplines, but this method has yet to be used to predict surgical outcomes. Objective To apply image-based deep learning to predict complexity, defined as… read more here.
Keywords: image based; complexity; surgical complexity; deep learning ... See more keywords
On the complexity of helical tomotherapy treatment plans
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.12895
Abstract: Abstract Purpose Multiple metrics are proposed to characterize and compare the complexity of helical tomotherapy (HT) plans created for different treatment sites. Methods A cohort composed of 208 HT plans from head and neck (105),… read more here.
Keywords: complexity; treatment; complexity helical; brain ... See more keywords
Quantitative assessment of helical tomotherapy plans complexity
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.13781
Abstract: Abstract Purpose An unnecessary amount of complexity in radiotherapy plans affects the efficiency of the treatments, increasing the uncertainty of dose deposition and its susceptibility to anatomical changes or setup errors. To date, tools for… read more here.
Keywords: helical tomotherapy; tomotherapy plans; new metrics; complexity ... See more keywords
An independent Monte Carlo–based IMRT QA tool for a 0.35 T MRI‐guided linear accelerator
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.13820
Abstract: Abstract Purpose To develop an independent log file–based intensity‐modulated radiation therapy (IMRT) quality assurance (QA) tool for the 0.35 T magnetic resonance‐linac (MR‐linac) and investigate the ability of various IMRT plan complexity metrics to predict… read more here.
Keywords: tool; monte carlo; complexity metrics; plan complexity ... See more keywords
Clinical evaluation of the aperture shape controller in volumetric modulated arc therapy: Effects on MLC and jaw motion complexity, plan quality, and deliverability
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.70215
Abstract: Abstract Background This study comprehensively evaluated the impact of aperture shape controller (ASC) on volumetric modulated arc therapy (VMAT) clinical treatment planning. Methods A total of 248 VMAT plans for head and neck, prostate, post… read more here.
Keywords: asc group; complexity; plan quality; asc ... See more keywords
Engineering Complexity: Advances in 3D Breast Cancer Models for Precision Oncology.
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DOI: 10.1002/adhm.202503104
Abstract: Engineered in vitro cancer models are essential tools in cancer research, offering controlled microenvironments to study tumor biology and develop personalized therapies. Breast cancer, known for its complexity and high cellular heterogeneity, poses significant challenges… read more here.
Keywords: oncology; cancer; breast cancer; engineering ... See more keywords
Super‐Multiplex Nonlinear Optical Imaging Unscrambles the Statistical Complexity of Cancer Subtypes and Tumor Microenvironment
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DOI: 10.1002/advs.202104379
Abstract: Label‐free nonlinear optical imaging (NLOI) has made tremendous inroads toward unscrambling the microcosmic complexity of cancers. However, harmonic and Raman microscopy offers throughput without redox information to reveal metabolic differentiation, and fluorescence lifetime microscopy lacks… read more here.
Keywords: nonlinear optical; complexity; statistical complexity; microscopy ... See more keywords
ggalign: Bridging the Grammar of Graphics and Biological Multilayered Complexity
Sign Up to like & getrecommendations! Published in 2025 at "Advanced Science"
DOI: 10.1002/advs.202507799
Abstract: Data visualization is essential for exploring and communicating complex biological datasets. As omics data grow in scale and complexity, there is an increasing demand for visualization tools that are both flexible and extensible. We present… read more here.
Keywords: bridging grammar; ggalign bridging; ggalign; complexity ... See more keywords