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Background: Postpartum hemorrhage (PPH) can rapidly cause hypofibrinogenemia, requiring prompt coagulation factor replacement. Point-of-care testing (POCT) is gaining interest for early diagnosis for hypofibrinogenemia, despite limited evidence. This systematic review evaluated the diagnostic accuracy of POCT for hypofibrinogenemia in PPH.
Materials And Methods: A literature search was conducted using MEDLINE, Embase, Cochrane, and Web of Science. Studies using POCT for PPH diagnosis, both observational and interventional, were included. Risk of bias was assessed using the QUADAS-2 tool. A meta-analysis was performed using the Reitsma bivariate random-effects model for three POCT types: dry hematology, thromboelastography, and thromboelastometry. The diagnostic accuracy was evaluated using a summary Receiver Operating Characteristic (ROC) curve and area under the curve (AUC).
Results: Nine articles, including 16 studies with a total of 2902 patients, were analyzed. The dry hematology group had only two studies, preventing data pooling. Thromboelastography (4 articles, including 10 studies with 1386 patients) showed a sensitivity of 0.80 (95 % CI: 0.75-0.84), specificity of 0.90 (0.85-0.93), and AUC of 0.81 (0.77-0.85). Thromboelastometry (4 articles, including 4 studies with 1394 patients) showed a sensitivity of 0.89 (0.74-0.96), specificity of 0.84 (0.63-0.94), and AUC of 0.93 (0.83-0.95).
Conclusions: Thromboelastography and thromboelastometry demonstrated high diagnostic accuracy for hypofibrinogenemia in PPH. However, evidence for dry hematology was insufficient. POCT may enable rapid and accurate diagnosis of hypofibrinogenemia in PPH.
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http://dx.doi.org/10.1016/j.thromres.2025.109339 | DOI Listing |
MAGMA
September 2025
Computational Imaging Group for MR Diagnostics & Therapy, Center for Image Sciences, University Medical Center Utrecht, Heidelberglaan 100, 3585CX, Utrecht, The Netherlands.
Objective: Within gradient-spoiled transient-state MR sequences like Magnetic Resonance Fingerprinting or Magnetic Resonance Spin TomogrAphy in Time-domain (MR-STAT), it is examined whether an optimized RF phase modulation can help to improve the precision of the resulting relaxometry maps.
Methods: Using a Cramer-Rao based method called BLAKJac, optimized sequences of RF pulses have been generated for two scenarios (amplitude-only modulation and amplitude + phase modulation) and for several conditions. These sequences have been tested on a phantom, a healthy human brain and a healthy human leg, to reconstruct parametric maps ( and ) as well as their standard deviations.
J Imaging Inform Med
September 2025
Department of Diagnostic, Interventional and Pediatric Radiology (DIPR), Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland.
Large language models (LLMs) have been successfully used for data extraction from free-text radiology reports. Most current studies were conducted with LLMs accessed via an application programming interface (API). We evaluated the feasibility of using open-source LLMs, deployed on limited local hardware resources for data extraction from free-text mammography reports, using a common data element (CDE)-based structure.
View Article and Find Full Text PDFImmunol Res
September 2025
Department of Immunology and Allergy, Faculty of Medicine, Necmettin Erbakan University, Konya, Türkiye.
Background: Variants of uncertain significance (VUS) represent a major diagnostic challenge in the interpretation of genetic testing results, particularly in the context of inborn errors of immunity such as severe combined immunodeficiency (SCID). The inconsistency among computational prediction tools often necessitates expensive and time-consuming wet-lab analyses.
Objective: This study aimed to develop disease-specific, multi-class machine learning models using in silico scores to classify SCID-associated genetic variants and improve the interpretation of VUS.
Thorax
September 2025
Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, UK.
Introduction: Breathlessness is a common cause of hospital admission globally and is associated with high mortality, particularly in low-income countries. In sub-Saharan Africa, there is a paucity of data on breathlessness, with existing data focused on individual diseases. There is a need for patient-centred approaches to understand interactions between multiple conditions to address population needs and inform health system responses.
View Article and Find Full Text PDFFoot Ankle Surg
September 2025
Dr. D.Y. Patil Vidyapeeth (Deemed to be University), Pimpri, Pune, Maharashtra, India. Electronic address: