Search Results - "Lazar, Alina"
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1
Performance of a geometric deep learning pipeline for HL-LHC particle tracking
Published in The European physical journal. C, Particles and fields (01-10-2021)“…The Exa.TrkX project has applied geometric learning concepts such as metric learning and graph neural networks to HEP particle tracking. Exa.TrkX’s tracking…”
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Journal Article -
2
Enhancing LiDAR-UAS Derived Digital Terrain Models with Hierarchic Robust and Volume-Based Filtering Approaches for Precision Topographic Mapping
Published in Remote sensing (Basel, Switzerland) (01-01-2024)“…Airborne Laser Scanning (ALS) point cloud classification in ground and non-ground points can be accurately performed using various algorithms, which rely on a…”
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3
Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective
Published in Systems (Basel) (01-06-2023)“…Entry into parenthood is a major disruptive event to travel behavior, and gender gaps in mobility choices are often widened during parenthood. The exact timing…”
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What Makes You Hold on to That Old Car? Joint Insights From Machine Learning and Multinomial Logit on Vehicle-Level Transaction Decisions
Published in Frontiers in future transportation (04-07-2022)“…What makes you hold on to that old car? While the vast majority of household vehicles are still powered by conventional internal combustion engines, the…”
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Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes
Published in IEEE access (01-01-2020)“…Daily transportation mode choice is largely habitual, but transitions between life events may disrupt travel habits and can shift choices between alternative…”
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6
Quantitative Parameters Relevant for Diabetic Macular Edema Evaluation by Optical Coherence Tomography Angiography
Published in Medicina (Kaunas, Lithuania) (01-06-2023)“…Diabetic macular edema (DME) is one of the main ocular complications of diabetes mellitus (DM) that can lead to important vision loss in diabetic patients. In…”
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Delayed Diagnosis of an Acute Epidural Hematoma Due to MRI Artifact from Reinforced Catheter
Published in Pain medicine (Malden, Mass.) (01-06-2019)“…A 57-year-old female receiving postoperative epidural analgesia via a wire-reinforced catheter developed sudden-onset lower extremity weakness and numbness…”
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Cephalad Migration of an Epidural Catheter in an Infant After Thoracotomy
Published in Pain medicine (Malden, Mass.) (01-04-2019)“…A seven-week-old infant presented for tracheoesophageal fistula repair via thoracotomy. Under general anesthesia and fluoroscopic guidance, an Arrow FlexTip…”
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9
Error traps in pediatric one‐lung ventilation
Published in Pediatric anesthesia (01-02-2022)“…With the advent of thoracoscopic surgery, the benefits of lung isolation in children have been increasingly recognized. However, because of the small airway…”
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Use of regional anesthesia within a pediatric interventional radiology suite reduced periprocedural opioid use without delaying the overall workflow: a retrospective study
Published in Regional anesthesia and pain medicine (25-06-2024)“…BackgroundNerve block utility has been extensively described in the operating room, however, there is a paucity of evidence regarding blocks in the…”
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Machine Learning Applied to Registry Data: Development of a Patient-Specific Prediction Model for Blood Transfusion Requirements During Craniofacial Surgery Using the Pediatric Craniofacial Perioperative Registry Dataset
Published in Anesthesia and analgesia (01-01-2021)“…BACKGROUND:Craniosynostosis is the premature fusion of ≥1 cranial sutures and often requires surgical intervention. Surgery may involve extensive osteotomies,…”
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Safety of antifibrinolytics in 6583 pediatric patients having craniosynostosis surgery: A decade of data reported from the multicenter Pediatric Craniofacial Collaborative Group
Published in Pediatric anesthesia (01-12-2022)“…Background Antifibrinolytics such as tranexamic acid and epsilon‐aminocaproic acid are effective at reducing blood loss and transfusion in pediatric patients…”
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13
Performance of a Geometric Deep Learning Pipeline for HL-LHC Particle Tracking
Published 21-09-2021“…The Exa.TrkX project has applied geometric learning concepts such as metric learning and graph neural networks to HEP particle tracking. Exa.TrkX's tracking…”
Get full text
Journal Article -
14
Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes
Published in IEEE access (01-01-2020)“…Daily transportation mode choice is largely habitual, but transitions between life events may disrupt travel habits and can shift choices between alternative…”
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15
Important functional distress in a teenager with optic nerve drusen
Published in Romanian journal of ophthalmology (01-01-2019)“…We present a case of bilateral optic disc drusen and severe visual field loss in a female patient diagnosed at a very young age…”
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The Pediatric Craniofacial Collaborative Group (PCCG) Consensus Conference Methodology
Published in Pediatric anesthesia (01-02-2021)“…Objective This article describes the methodology used for the Pediatric Craniofacial Collaborative Group (PCCG) Consensus Conference. Design This is a novel…”
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17
Federated Wireless Network Intrusion Detection
Published in 2019 IEEE International Conference on Big Data (Big Data) (01-12-2019)“…Wi-Fi has become the wireless networking standard that allows short- to medium-range device to connect without wires. For the last 20 year, the Wi-Fi…”
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Conference Proceeding -
18
Peachy Parallel Assignments (EduPar 2024)
Published in 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (27-05-2024)“…We present two new assignments in the Peachy Parallel Assignments series of assignments for teaching parallel and distributed computing. Submitted assignments…”
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Conference Proceeding -
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Peachy Parallel Assignments (EduPar 2023)
Published in 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (01-05-2023)“…The presentation of Peachy Parallel Assignments at parallel and distributed computing education workshops is an effort to promote the reuse of high-quality…”
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Conference Proceeding -
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A Language Model for Particle Tracking
Published 14-02-2024“…Particle tracking is crucial for almost all physics analysis programs at the Large Hadron Collider. Deep learning models are pervasively used in particle…”
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