Pixels to precision: Neuroradiology’s leap into 3D printing for personalized medicine

Delpierre and Lefèvre, 2023[1] Defines and critiques the model of health promoted by precision medicine Provides foundational understanding of precision medicine Markovitz et al., 2021[2] Role of 3D printing in neuroradiology education for medical trainees Enhances medical education through practical models Larsson and Wikström, 2017[3] Overview of neuroradiology imaging techniques Contextualizes the limitations of traditional imaging Chen et al., 2020[4] Advances in 3D printing technology for biomedical engineering Highlights technological developments in 3D printing Saenz et al., 2024[5] Implementation of 3D modeling for improved understanding of AVM morphology, facilitating safer microsurgical excision. Enhances spatial visualization and planning for complex pediatric AVM surgeries, potentially reducing surgical complications and improving outcomes. Le Bras et al., 2023[6] Simulation of endovascular embolization on patient-specific 3D-printed aneurysm models reduced procedure times Improves procedural efficiency, minimizes radiation exposure, and enhances patient safety in neurovascular interventions. Bartikian et al., 2019[7] Customization of skull bone models using CT scans for 3D printing Improves surgical planning and outcomes Andronikou et al., 2018[8] 3D printing of brain models for visual-aid in hypoxic ischemic injuries Enhances communication and education in complex cases Chacko et al., 2023[9] Fidelity of 3D printed brains from MRI scans in children Focuses on the accuracy and educational value of 3D models Conti et al., 2016[10] 3D printing of AVMs for radiosurgical treatment Enhances precision in complex neurosurgical planning Yang et al., 2024[11] Systematic review on the use of 3D models in pediatric surgery Emphasizes the educational and planning benefits in pediatrics Parthasarathy et al., 2020[12] 3D printing with MRI in pediatric applications Demonstrates the utility in understanding complex craniofacial anatomy Frölich et al., 2016[13] Accuracy of 3D printed intracranial aneurysms using FDM Assists in personalized treatment planning Tack et al., 2016[14] Review on 3D printing techniques in medical settings Summarizes the benefits and challenges of 3D printing in surgery Ulmeanu et al., 2023[15] Use of bespoke cranial implants for surgery Shows reduction in surgery time and improved outcomes Mian et al., 2022[16] Personalized cranial implant design using PEEK and 3D printing Demonstrates advancements in implant design and customization Lee and Kim, 2023[17] Virtual surgical planning and 3D printing in orthognathic surgery Increases accuracy and efficiency in complex surgeries CHU de Brest, 2024[18] Use of Stratasys J5 MediJet 3D printer for vascular surgery Enhances surgical precision with multi-material models Bücking et al., 2017[19] Transitioning from medical imaging data to 3D printed models Provides an overview of the workflow for creating anatomical models Cappello and Potts, 2024[20] Anatomy of the pterygopalatine fossa Focuses on the educational use of 3D models in complex anatomy Marciuc et al., 2021[21] Use of 3D models in endovascular treatment of intracranial aneurysms Improves understanding of aneurysm morphology and planning Martínez-Galdámez et al., 2019[22] Use of 3D-printed vascular models for optical coherence tomography Enhances device testing and patient-specific planning Ramirez et al., 2022[23] 3D plastic modeling for cost-effective neuroanatomy teaching Demonstrates accessibility and practicality of 3D printing in education Souza et al., 2020[24] 3D-printed endovascular simulator for training Facilitates hands-on training in neuroradiology and vascular surgery Bisighini et al., 2022[25] Fabrication of transparent hollow cerebral vascular phantoms Advances in vitroexperimentation and device testing Yazgan et al., 2023[26] AI in 3D printing and bioprinting Explores the role of AI in enhancing 3D printing workflows Chang et al., 2019[27] 3D printing for procedure rehearsal and planning in interventional radiology Aids in pre-operative simulation and improves surgical outcomes Pinto-Coelho, 2023[28] Innovations in medical imaging technology through AI Surveys AI applications in enhancing 3D printing accuracy Sidabutar et al., 2023[29] Low-cost and open-source 3D printing in neurosurgery Demonstrates feasibility of cost-effective 3D printing solutions Sears and Morris, 2022[30] Establishing point-of-care virtual planning and 3D printing programs Discusses the logistics and benefits of on-site 3D printing Ballard et al., 2018[31] Clinical applications of 3D printing in radiology Provides a primer on the integration of 3D printing in clinical practice Haleem et al., 2021[32] Overview of 3D printing applications in radiology Summarizes the uses and benefits of 3D printing across radiology Martín-Noguerol et al., 2022[33] Management of 3D printing units in radiology departments Advocates for centralized management to ensure consistency and quality Cantré et al., 2020[34] 3D imaging and printing for plastic preparation in interventions Focuses on the precision and utility of 3D printing in surgical planning Rogers-Vizena et al., 2017[35] Cost-benefit analysis of 3D craniofacial models for surgery Demonstrates cost savings and reduction in surgical times Jovic et al., 2020[36] Future of 3D bioprinting in surgery Discusses the potential of bioprinting for creating bioengineered tissues Meyer-Szary et al., 2022[37] Role of 3D printing in complex medical procedures Reviews the cross-specialty benefits of 3D printing for planning and training Medellin-Castillo and Zaragoza-Siqueiros, 2019[38] Design and manufacturing strategies for FDM in additive manufacturing Addresses challenges and strategies in FDM printing for medical applications Wüthrich et al., 2021[39] Novel slicing strategy for printing overhangs without supports Advances techniques for more efficient 3D printing processes Parsons, 2022[40] Harvard research advancements in 3D printing Highlights innovations and future directions in 3D printing technology 3D Solved, 2024[41] Guide on resin 3D printing and support structures Provides practical advice on using resin printers for medical applications

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