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Nevin Manimala Statistics

Post-mortem imaging in suspected child physical abuse: a systematic review

Eur Radiol. 2026 Jan 23. doi: 10.1007/s00330-025-12172-1. Online ahead of print.

ABSTRACT

OBJECTIVES: As post-mortem (PM) imaging in children becomes more common, there is a need to review the available evidence for its diagnostic yield in suspected child physical abuse. The aim of this review is to synthesise current evidence, assess study quality, and identify ongoing challenges.

MATERIALS AND METHODS: Following PRISMA guidelines, databases were searched until 31 December 2024. Original research articles reporting data on at least ten children with PM imaging in the context of physical abuse were included. Titles and abstracts were screened by two expert reviewers; full texts were assessed by a third, independent reviewer and one of the previous reviewers. Data was extracted by one of 12 experts and independently verified. The study risk of bias was evaluated with the ROBINS-I tool. Study heterogeneity precluded meta-analysis, resulting in descriptive synthesis.

RESULTS: Eighteen out of 1687 potential papers were included. Seven described PM radiography, five post-mortem computed tomography (PMCT), four both PM radiography plus PMCT, and two post-mortem magnetic resonance imaging (PMMR). All but one were retrospective, and most (11/18, 61%) had a moderate-to-high risk of bias. Post-mortem skeletal survey (PMSS) detected subtle fractures, particularly corner metaphyseal fractures. PMCT provided a high-resolution assessment of injuries, particularly rib fractures. PMMR contributed soft-tissue and intracranial detail. All studies emphasised the importance of correlating autopsy findings. Technical variation and potential biases limited direct comparisons between studies.

CONCLUSION: PM imaging can reveal important injury patterns that may be overlooked by autopsy. Nevertheless, standardised imaging methods and larger prospective trials are needed to reduce bias and establish best-practice guidelines.

KEY POINTS: Question What is the evidence for PM radiologic imaging in suspected physical abuse of children? Findings PM imaging complements autopsy, but diagnostic accuracy varies by modality. Study heterogeneity and bias limit current evidence. Clinical relevance PM imaging can detect injuries missed at autopsy in child abuse cases. Standardised protocols and higher-quality studies are urgently needed.

PMID:41575565 | DOI:10.1007/s00330-025-12172-1

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Integration of multiplane imaging shortens the duration of a comprehensive intraoperative transesophageal echocardiographic examination

Anaesthesiologie. 2026 Jan 23. doi: 10.1007/s00101-025-01631-5. Online ahead of print.

ABSTRACT

BACKGROUND: A comprehensive transesophageal echocardiography (TEE) examination is nowadays common practice in cardiac surgical procedures. The introduction of 3D technology enables a simultaneous multiplane display of 2D views (X-plane) which can shorten the duration of the TEE examination; however, X‑plane imaging results in a decrease in temporal resolution which can affect the accuracy of routine anatomical linear measurements. The 3D-TEE imaging enables multiplanar reconstruction of 3D datasets and to freely position perpendicular 2D planes to measure anatomical structures more accurately, which has been shown to strongly correlate to computed tomography and magnetic resonance imaging.

OBJECTIVE: Does the integration of multiplane imaging shorten the time of a comprehensive TEE examination without affecting the accuracy of routine 2D anatomical linear measures?

MATERIAL AND METHODS: In a prospective randomized comparative study, patients scheduled for elective cardiac surgery underwent a comprehensive intraoperative TEE examination (Philips CX 50 with X‑72T probe). They were divided into two groups. In the routine protocol (RP) group, the TEE examination was conducted according to the standardized departmental image acquisition protocol, while in the study protocol (SP) group, multiplane views were integrated into the RP to replace the corresponding 2D views. The examinations were conducted by two experienced echocardiographers. At the end of the assigned examination protocol the timer was stopped and the missing views were obtained (2D for the X‑plane and vice versa) as well 3D datasets of the mitral valve, aortic valve and left ventricle. Measurements of mitral and aortic annuli as well as left ventricular length from 2D and X-plane views were subsequently performed offline. Measurements obtained from a multiplanar reconstruction of a full volume (FV) 3D dataset from the same patient were used as the gold standard to compare measurements in RP and SP.

RESULTS: The examination time was significantly shorter in the SP group (SP: 481 ± 60 s; RP 595 ± 60 s; p < 0,001). There was no significant difference for any of the measurements using the SP and RP. The mean percentage error, although not statistically significantly different, was numerically smaller for the X‑plane than for 2D method compared to 3D except for the mitral valve annulus. Overall, X‑plane tended to show lower variability compared to 2D.

CONCLUSION: Integrating multiplane views into a standardized comprehensive TEE image acquisition protocol reduces the examination time. The accuracy of standardized linear measurements in X‑plane mode is comparable to that of conventional 2D imaging.

PMID:41575560 | DOI:10.1007/s00101-025-01631-5

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Prompt PSA changes as a prognostic marker for response to PSMA-radioligand therapy

Eur J Nucl Med Mol Imaging. 2026 Jan 23. doi: 10.1007/s00259-026-07772-y. Online ahead of print.

ABSTRACT

INTRODUCTION: We investigated whether prompt changes in prostate-specific-antigen (PSA) levels within two days after the first cycle of prostate-specific-membrane-antigen radioligand therapy (PSMA-RLT) with [177Lu]Lu-PSMA-617 predicted treatment response and mean survival.

METHODS: In a retrospective study of 76 metastatic castration resistant prostate cancer (mCRPC) patients, we evaluated pretreatment PSA-values and their relative changes in PSA (dPSA) two days later. We tested for correlations between dPSA with long-term biochemical response (BCR) to treatment, using a priori criteria for relevant PSA decrease (dPSA < -10%), stable PSA (-10% ≤ dPSA ≤ + 10%) and relevant PSA increase (dPSA > 10%), along with evaluation of biochemical therapy outcome according to the Prostate-Cancer-Working-Group (PCWG3).

RESULTS: Two days after the first [177Lu]Lu-PSMA-617 cycle, 32 (42%) of the patientsshowed PSA decrease, of whom 19 (59%) had experienced a partial response according toPCWG3 criteria. Of the 37 patients with stable PSA, 17 (46%) showed partial response totreatment according to PCWG3 criteria. Among the seven patients with PSA increase, three(43%) showed partial response. Pearson correlation analysis showed statistically significantcorrelations between dPSA on day 2 and relative Nadir for the first two treatment cycles.Patients with PSA decrease or stable PSA compared to those with an increase of PSA two daysafter cycle 1 lived longer on average (399, 405 and 225 days, respectively).

CONCLUSION: Compared to those with increased PSA levels, patients with decreased or stable PSA levels two days after the first [177Lu]Lu-PSMA-617 RLT cycle were more likely to have favorable biochemical response according to PCWG3 criteria and presented with a longer overall survival.

PMID:41575546 | DOI:10.1007/s00259-026-07772-y

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Lupus nephritis outcomes in Aotearoa New Zealand, a retrospective case series

Lupus. 2026 Jan 23:9612033261419670. doi: 10.1177/09612033261419670. Online ahead of print.

ABSTRACT

AimsLupus nephritis (LN) is common in systemic lupus erythematosus (SLE) and is associated with adverse renal outcomes and premature mortality. There is limited data examining LN outcomes in Aotearoa New Zealand and none examining outcomes since mycophenolate mofetil (MMF) became subsidised for use in class III/IV LN induction. We describe a cohort of adults with biopsy-confirmed LN over an 18-year period in two regions of Aotearoa New Zealand, including LN characteristics, treatment, and outcomes.MethodsCases were identified from laboratory databases and relevant data extracted from patient records. Response was defined per Kidney Disease, Improving Global Outcomes (KDIGO) with overall renal response (ORR) defined as at least partial response (PR). Outcomes among patients with class III/IV LN were explored by induction treatment and timing of MMF restrictions.ResultsOne hundred cases were identified, including 74 with class III/IV LN. Most (85/100) were women, living in urban areas (78%), with ethnicities including Māori (25%), Pacific (13%) and NZ European (38%). The median age at LN diagnosis was 38 years (range 18-74) and the median time between SLE diagnosis and renal biopsy was 2 years. In the MMF-restricted period, MMF was used for induction in class III/IV LN in 43% (12/28) of cases, and in 72% (33/46) of cases in the MMF-unrestricted period (p = .01). In the MMF-unrestricted period, use of high dose cyclophosphamide stopped (18% to 0%), complete response (CR) rates doubled (14% to 33%, p = .08) whereas rates of ORR did not show statistically significant change (39% to 50%, p = .37). At last-observed follow up (mean 7 years from biopsy) 26/74 (36% cases) had poor outcomes with no renal response.ConclusionIn this LN cohort in Aotearoa New Zealand, half of people with LN class III/IV do not achieve early renal response and over one-third have poor outcomes over less than a decade of follow up. Subsidy of MMF substantively increased its use and patients in this time period had better rates of good LN outcomes. These data suggest considerable unmet need for effective treatments for LN and that funding of effective medicine for LN increases their use and improves LN outcomes.

PMID:41575361 | DOI:10.1177/09612033261419670

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Geostatistical Analysis of Residual Radioactive Hotspots across the Zamzow Uranium Mine Site

Health Phys. 2026 Jan 23. doi: 10.1097/HP.0000000000002037. Online ahead of print.

ABSTRACT

This research explores the application of advanced geostatistical methods to predict the locations of residual radioactive hotspots at the former Zamzow uranium mine site, located near Three Rivers, TX. The site, part of the broader Lamprecht-Zamzow project, has a complex history, having undergone in situ uranium mining and processing, followed by decommissioning activities. The role of this study is not to set or recommend remediation goals, as this responsibility lies with the State of Texas. Rather, the purpose of the statistical analyses in this work is to present the data objectively, predicting potential contamination at unsampled locations and where further actions may be needed. Importantly, the findings of this study aim to inform state regulators regarding the unrestricted release of the site for landowner use, providing critical insights into the effectiveness of previous remediation efforts. By employing rigorous geostatistical techniques on survey data collected by environmental services contractors, this study models the spatial distribution of contamination referred to as “hotspots” with precision. This research marks an important advancement toward a scientifically grounded, objective approach in assessing radioactive site remediation and informing future decisions regarding site decommissioning and land restoration at former uranium sites. Importantly, the statistical analysis in this work demonstrated a clear reduction in the number of hotspots after site remediation, highlighting the effectiveness of the intervention.

PMID:41575359 | DOI:10.1097/HP.0000000000002037

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Hemostatic Powder for Non-Malignant Upper Gastrointestinal Bleeding: A Systematic Review and Meta-Analysis of Randomized Controlled Trials

J Gastroenterol Hepatol. 2026 Jan 23. doi: 10.1111/jgh.70249. Online ahead of print.

ABSTRACT

BACKGROUND AND AIM: The effectiveness of standard endoscopic treatment (SET) for non-variceal upper gastrointestinal bleeding (NVUGIB) may vary, particularly depending on the bleeding site, lesion size, and etiology. Recent studies suggest that hemostatic powder (HP) may effectively control bleeding secondary to malignant upper gastrointestinal lesions, but its efficacy in benign etiology for NVUGIB remains uncertain. This systematic review and meta-analysis aimed to compare the effectiveness of HP versus SET as first-line therapy for patients with non-malignant causes of NVUGIB.

METHODS: We systematically searched PubMed, Embase, and Cochrane Library databases for randomized controlled trials (RCTs) from inception to January 2025. We used risk ratios (RR) for binary outcomes and mean differences (MD) for continuous outcomes with their corresponding 95% confidence intervals (CIs).

RESULTS: We included 5 RCTs (708 patients). Compared to SET, HP was associated with marginally lower risk of further bleeding during esophagogastroduodenoscopy (EGD) (RR 1.04; 95% CI [1.001, 1.084]; p = 0.04) and similar rebleeding rate within 1, 3, 7, 15, and 30 days. The need for a second endoscopic treatment and the mean procedure time were similar between the groups. Subgroup analyses showed that HP has a lower risk of further bleeding during EGD only when analyzing Forrest IIa lesions, but not in active bleeding.

CONCLUSIONS: In patients with non-malignant NVUGIB, HP demonstrated lower risk of further bleeding during EGD in cases with non-bleeding visible vessels. There was no statistically significant difference in further bleeding during EGD for active bleeding, nor in rebleeding risk at 1, 3, 7, 15, or 30 days.

PMID:41575324 | DOI:10.1111/jgh.70249

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Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations

J Int Med Res. 2026 Jan;54(1):3000605251411752. doi: 10.1177/03000605251411752. Epub 2026 Jan 23.

ABSTRACT

ObjectiveEsophageal cancer is among the most rapidly spreading malignancies worldwide. Early detection of esophageal cancer is critical for disease prevention and for improving overall population health. Most studies have used statistical methodologies to assess the esophageal cancer risk, and only a few studies have used prediction models.MethodsThe esophageal cancer dataset, comprising 3985 patient records with 85 demographic, pathological, and follow-up features, was obtained from Kaggle. A comprehensive data-engineering pipeline was implemented, including the removal of null and low-variance features, elimination of identifier variables to prevent data leakage, mode-based imputation, label encoding, and data standardization. Feature relevance was assessed using Mutual Information, and the top 31 clinically meaningful features were retained for model development. Six machine learning classifiers-Support Vector Machine, Gaussian Naïve Bayes, k-nearest neighbors, AdaBoost, Multilayer Perceptron, and LightGBM (Gradient Boosting Machine)-were trained and evaluated. A stratified 10-fold cross-validation was applied to maintain class balance, and GridSearchCV was used for hyperparameter optimization. Model interpretability was assessed using Shapley Additive Explanations (SHAP) for global and local feature attribution and Local Interpretable Model-Agnostic Explanations (LIME) for instance-level explanations. Furthermore, the top features identified by SHAP and LIME were used to retrain the LightGBM model to evaluate performance under reduced dimensionality.ResultsAmong all evaluated classifiers, LightGBM exhibited the highest and most stable performance, achieving an accuracy of 99.87% prior to hyperparameter tuning and 99.74% following stratified cross-validated tuning, with near-perfect precision, recall, F1-score, and area under the curve values. Explainability analyses indicated that clinically relevant variables, including tumor staging, smoking-related factors, and follow-up indicators, played a significant role in model predictions. The SHAP-selected top-20 feature model maintained high predictive performance (99.76%), demonstrating that the classifier remained robust despite dimensionality reduction.ConclusionsThe proposed LightGBM-based model demonstrates exceptional predictive accuracy and strong interpretability, suggesting its potential utility for the early detection of esophageal cancer using machine learning approaches.

PMID:41575322 | DOI:10.1177/03000605251411752

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Enhancing deep-sea communication via time-reversal equalization in reliable acoustic path channels

J Acoust Soc Am. 2026 Jan 1;159(1):685-701. doi: 10.1121/10.0042253.

ABSTRACT

Reliable acoustic path (RAP) channels support stable long-range propagation, but deep-sea communication over RAP is constrained by strong multipath. South China Sea measurements reveal stable arrival structures across multiple source depths, with distinct arrival branches and reverberation tails from scattering at interface inhomogeneities. A RAP-adaptive time-reversal equalizer suppresses multipath by reconstructing the channel impulse response via physics-guided statistical fitting, modeling it as a superposition of discrete multipaths and reverberation. Performance is evaluated using frequency-hopping spread spectrum M-ary frequency-shift keying and direct-sequence spread spectrum M-ary phase-shift keying and quantified with a network-level throughput analysis. Experiments demonstrate reduced inter-symbol interference and improved link reliability, indicating RAP-adaptive time-reversal equalizer as a practical physical-layer method for deep-sea acoustic networks.

PMID:41575259 | DOI:10.1121/10.0042253

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Ultrasound Use in Anesthesiology and Intensive Care in the Nordic Countries-An International Survey on Availability, Frequency of Use, Operator Training, and Assessment

Acta Anaesthesiol Scand. 2026 Mar;70(3):e70190. doi: 10.1111/aas.70190.

ABSTRACT

Ultrasound is increasingly used in anesthesia and intensive care medicine for procedural guidance and patient assessment. However, training and formal skills assessment vary, and there is limited knowledge about current ultrasound practices in the Nordic countries. This study aims to survey the availability, daily clinical use, and current state of ultrasound training and skills assessment among anesthesiologists across the Nordic countries. An online cross-sectional survey, designed according to the Consensus-Based Checklist for Reporting of Survey Studies (CROSS) guidelines was distributed as a convenience sample across anesthesiology departments in Denmark, Finland, Iceland, Norway, and Sweden, covering a range of hospital types, including regional and university hospitals. The survey consisted of three sections: demographics, ultrasound availability, and procedural use, including skills development and assessment. Key measures included the frequency of ultrasound use, types of procedures where ultrasound was employed, training methods, self-assessed proficiency, and the frequency of formal skills assessments. An overall response rate of 38% (n = 412) was obtained. Ultrasound was used daily or weekly by 96% of respondents, and procedures where ultrasound was most frequently used were vascular access (97%) and peripheral nerve blocks (83%). Practical training was primarily acquired through clinical use under supervision from colleagues, with limited use of simulation-based training. Few respondents (27% across procedures) reported formal skills assessments, and self-assessed proficiency varied, with intermediate and beginner levels being the most common. Retention of skills was rarely assessed, with an average of 8% across procedures. Ultrasound is used almost daily by most anesthesiologists in the Nordic region, with equipment readily available in the departments. Despite its frequent use, training and skills assessments vary with limited focus on ensuring skills retention. EDITORIAL COMMENT: This article presents the results of a survey on ultrasound availability, usage and training for anesthesiologists working in the Nordic countries. Keeping in mind responder bias, the availability and usage is high, but there is a low level of reported formal training and skills assessment. This highlights a need for structured training and competency assessment for ultrasound, that could be offered via nordic collaboration.

PMID:41575005 | DOI:10.1111/aas.70190

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Superiority of Pancreatic Duct Stent-Assisted Biliary Cannulation for Difficult Biliary Cannulation During Endoscopic Retrograde Cholangiopancreatography After Unintentional Pancreatic Duct Access

Surg Laparosc Endosc Percutan Tech. 2026 Jan 23. doi: 10.1097/SLE.0000000000001440. Online ahead of print.

ABSTRACT

BACKGROUND: A retrospective analysis was conducted on consecutive patients who underwent endoscopic retrograde cholangiopancreatography (ERCP). This study aimed to evaluate the efficacy and safety of different techniques in difficult biliary cannulation cases after unintentional pancreatic duct access.

METHODS: The patients were divided into 4 groups according to the cannulation method: the double guidewire (DGW) group, the transpancreatic sphincterotomy (TPS) group, the transpancreatic sphincterotomy combined with a pancreatic duct stent (TPS-PDS) group, and the precut over a pancreatic duct stent (PPDS) group. The baseline characteristics, biliary cannulation success rate, and postendoscopic retrograde cholangiopancreatography pancreatitis (PEP) incidence were compared and analyzed among these groups.

RESULTS: A total of 228 cases were enrolled, and there were no significant statistical differences among the groups in terms of the type of baseline characteristic. The final success rates for biliary cannulation ranged from 88.60% to 97.10%, and the incidence of PEP ranged from 0% to 27.50% among the 4 groups (P=0.147 and 0.005, respectively). The incidence of severe PEP was significantly higher in the TPS group compared with the other groups (P<0.001). Among the 156 cases that received pancreatic duct stent placement, the stents spontaneously migrated in 109 cases within 3 months. Furthermore, stents with trimmed wings had significantly higher migration rates when compared with stents without trimmed wings (88.50% vs. 22.70%, P<0.001).

CONCLUSIONS: For cases with difficult biliary cannulation after unintentional pancreatic duct access, TPS-PDS and PPDS are superior to DGW and TPS. Pancreatic duct stents with a trimmed front side wing would spontaneously migrate at a significantly higher rate.

PMID:41574963 | DOI:10.1097/SLE.0000000000001440