Ahmet Ziya Bırbılen

ORCID: 0000-0001-7131-3993
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About
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Research Areas
  • Cystic Fibrosis Research Advances
  • Kawasaki Disease and Coronary Complications
  • Cardiac Arrest and Resuscitation
  • Airway Management and Intubation Techniques
  • COVID-19 Clinical Research Studies
  • Respiratory Support and Mechanisms
  • Renal Transplantation Outcomes and Treatments
  • Vascular Tumors and Angiosarcomas
  • Foreign Body Medical Cases
  • Hemoglobinopathies and Related Disorders
  • Traumatic Brain Injury and Neurovascular Disturbances
  • Cardiac tumors and thrombi
  • Biomedical Text Mining and Ontologies
  • Innovative Teaching Methods
  • Ultrasound in Clinical Applications
  • Trauma and Emergency Care Studies
  • Child Nutrition and Feeding Issues
  • Hematological disorders and diagnostics
  • Disaster Response and Management
  • Topic Modeling
  • Nosocomial Infections in ICU
  • Cardiovascular Issues in Pregnancy
  • Simulation-Based Education in Healthcare
  • Venomous Animal Envenomation and Studies
  • Neutropenia and Cancer Infections

Hacettepe University
2014-2025

Gaziantep Children's Hospital
2021-2024

Hacettepe University Hospital
2021

Sağlık Bilimleri Üniversitesi
2019

Ministry of Health
2019

Abstract Objective This study aimed to develop and evaluate an artificial intelligence (AI)-driven system for forecasting Pediatric Emergency Department (PED) overcrowding optimizing physician shift schedules using machine learning operations (MLOps). Materials Methods Data from 352 843 PED admissions between January 2018 May 2023 were analyzed. Twenty time-series models—including classical methods advanced deep architectures like Temporal Convolutional Network, Time-series Dense Encoder...

10.1093/jamiaopen/ooae138 article EN cc-by-nc JAMIA Open 2025-03-06

The integration of big data and artificial intelligence (AI) in healthcare, particularly through the analysis electronic health records (EHR), presents significant opportunities for improving diagnostic accuracy patient outcomes. However, challenge processing accurately labeling vast amounts unstructured remains a critical bottleneck, necessitating efficient reliable solutions. This study investigates ability domain specific, fine-tuned large language models (LLMs) to classify EHR texts with...

10.1186/s12911-025-02871-6 article EN cc-by-nc-nd BMC Medical Informatics and Decision Making 2025-03-31

Abstract Introduction: Earthquakes rank among the most deadly natural disasters, and children are particularly affected due to their inherent vulnerability. Following an earthquake, there is a substantial increase in visits emergency services. These stem not only from patients seeking care for physical traumas resulting earthquake its subsequent complications, but also individuals by circumstances created disaster. Study Objective: This study aims determine characteristics outcomes of who...

10.1017/s1049023x24000347 article EN Prehospital and Disaster Medicine 2024-04-29

Unlike in adults, the indications and techniques for mechanical thrombectomy arterial ischemic stroke (AIS) children are not clearly established. The medical interventional management of with acute large vessel occlusion may entail modification standardized this condition adults. We present six cases who underwent non-routine AIS.

10.4274/dir.2024.242675 article EN cc-by-nc Diagnostic and Interventional Radiology 2024-06-13

The aim of the study was to test effectiveness peer education method on learning and application Basic Life Support (BLS) in high school students model BLS instructor training.High grade one were included study. Students divided two groups (Group A Group B). Peer instructors who trained by health professionals A. their peers B. Pre- post-training awareness knowledge tests applied measure all students. Students' success applying steps evaluated a practical exam that coordinated physicians...

10.1017/s1049023x21000674 article EN Prehospital and Disaster Medicine 2021-07-13

High-flow nasal cannula (HFNC) is widely used as a feasible and tolerable respiratory support method. However, patients should be closely monitored, especially when with moderate-severe distress indications. Because these can easily develop failure escalated care may required. The aim of this study to determine the predictive factors in treated HFNC who received for failure.A retrospective admitted therapy between January 2014 December 2018 was carried out. variables evaluated were age,...

10.24953/turkjped.2021.06.009 article EN The Turkish Journal of Pediatrics 2021-12-25

<b>Introduction:</b> Pseudo-Bartter syndrome (PBS) is characterized by hyponatremic, hypochloremic metabolic alkalosis that mimics Bartter syndrome. We reviewed the clinical and laboratory features treatment approaches of 52 children with Cystic Fibrosis (CF) PBS who evaluated our institution from 2007 to 2016. Forty-five these patients continued follow-up in clinic. <b>Results:</b> A total were identified. The median age first attack was 2 (1-39) months. Twenty-six (50%) diagnosed as at...

10.1183/1393003.congress-2017.pa1343 article EN 2017-09-01

Abstract Introduction: Haematopoietic stem cell transplantation (HSCT) is a critical treatment for various diseases, with immune system reconstitution being vital its success. The risk of complications, including graft-versus-host disease (GVHD), associated delayed reconstitution. Chronic GVHD (cGVHD) remains long-term complication affecting the quality life and mortality post-HSCT. Predicting managing cGVHD challenging, emphasizing need early identification. Methods: A retrospective...

10.21203/rs.3.rs-4009639/v1 preprint EN cc-by Research Square (Research Square) 2024-03-07

Abstract Background The integration of big data and artificial intelligence (AI) in healthcare, particularly through the analysis electronic health records (EHR), presents significant opportunities for improving diagnostic accuracy patient outcomes. However, challenge processing accurately labeling vast amounts unstructured remains a critical bottleneck, necessitating efficient reliable solutions. This study investigates ability domain specific, fine-tuned large language models (LLMs) to...

10.21203/rs.3.rs-4014476/v1 preprint EN cc-by Research Square (Research Square) 2024-03-13

Foreign body aspiration (FBA) has a wide clinical spectrum, patients may be asymptomatic or present with cardiopulmonary arrest. Radiological imaging methods are used in addition to history and physical examination findings for certain diagnosis. Lung ultrasonography (LUS), whose usage area is increasing year by year, can included these. This study aimed investigate FBA hypothesized that LUS have standard place diagnosis.Patients who administered the pediatric emergency department between...

10.1002/jcu.23306 article EN Journal of Clinical Ultrasound 2022-08-24

Olgu Sunumu / Case Report Mukopolisakkaridoz Tip II (MPS II), X'e bağlı resesif geçiş gösteren nadir bir hastalıktır ve lizozomal iduronat-2-sülfataz enziminin eksikliği ile karakterizedir.İlerleyici üst solunum yolu obstrüksiyonu MPS hastaları için tipiktir.Hava obstrüksiyonunun giderilmesinde daha az invaziv yöntemler yetersiz kaldığında trakeostomi etkin yöntemdir.Bu yazıda, acil servisteki izlemi sırasında akut sıkıntısı gelişen endotrakeal entübasyon laringeal maske (LMA) hava açıklığı...

10.4274/cayd.galenos.2018.22931 article TR cc-by-nc Turkish Journal of Pediatric Emergency and Intensive Care Medicine 2019-06-18

<h3>Background</h3> Natural killer (NK) cell lymphoma is a rare and aggressive neoplasm characterised by angioinvasion or angiodestruction. The aim of this report to describe patient with an poor prognosis which might be interest for the clinicians. <h3>Case presentation</h3> We herein case 14-year-old girl suffering from cough back pain one week. Computerised tomography showed bilateral pleural effusions mediastinal axillary lymph nodes. specimen effusion transudate character no...

10.1136/archdischild-2014-307384.925 article EN Archives of Disease in Childhood 2014-10-01

Aims & Objectives: Scorpion envenomation is a life-threatening condition, especially in children. The effect of more children who are smaller than the adults. Mortality has decreased over years with effective treatments. Anti-venom, α-blockers and supportive therapy used treatment. Although prazosin as an A-blocker widely known literature, there only one case report doxazosin. In our study, we examined doxazosin treatment scorpion sting patients admitted to hospital. Methods: Patients were...

10.1097/01.pcc.0000740424.78438.eb article EN Pediatric Critical Care Medicine 2021-03-01

Aims & Objectives: In this study, it was aimed to test whether deaf people can learn and apply basic life support (BLS). Methods: Deaf trained by health professionals in accordance with 2015 American Heart Association guidelines. A special education school teacher proficient total communication identifed as communicator between the participants. Health taught for BLS skills on day before training. Teacher accompanied traniers participants during whole training time. Training lasted 2 hours...

10.1097/01.pcc.0000739124.89353.4d article EN Pediatric Critical Care Medicine 2021-03-01
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