Low student satisfaction with obstetrics and gynaecology teaching and assessment methods in medical education
Medical students report low satisfaction with obstetrics and gynecology training
This cross-sectional study evaluated student perceptions of teaching and assessment methods in an obstetrics and gynaecology programme. Resu…
Less than half of medical students feel satisfied with the teaching methods and clear goals in their obstetrics and gynecology training.
AI-based teaching improves knowledge, skills, and satisfaction scores among medical students compared to traditional methods
AI tools improve knowledge and skills for medical students
This meta-analysis of randomized controlled trials evaluated AI-based teaching versus traditional methods for medical students. The analysis…
Medical students using AI tools showed higher knowledge scores and better skill development compared to those in traditional classrooms.
AI models demonstrate high diagnostic accuracy for detecting free flap vascular compromise
AI Tools Show Promise in Detecting Free Flap Vascular Compromise
This meta-analysis of 18 studies evaluated AI-based monitoring tools for detecting vascular compromise in free flaps. The analysis found hig…
New research shows that AI tools can accurately detect blood flow issues in free flaps, especially when using image-based monitoring systems…
Machine learning models achieve 0.90 AUC for predicting hypoglycemia in patients with diabetes
Machine learning models help predict low blood sugar in diabetes
This meta-analysis evaluates the performance of machine learning models for predicting hypoglycemia in Chinese patients with diabetes. The a…
New data shows machine learning models can accurately predict low blood sugar, helping people with diabetes manage their insulin more safely…
Ultrasound-guided venous puncture reduces composite access site complications to 0.6% in atrial fibrillation ablation
Ultrasound guidance reduces serious complications during heart procedure access
This multicentre randomized controlled trial of 986 patients undergoing atrial fibrillation or left atrial tachycardia catheter ablation fou…
Using ultrasound to guide vein access during heart procedures significantly lowers the risk of bleeding and other serious complications.
Deep Learning Models Show Promise for Detecting Cerebral Microbleeds on MRI
Deep Learning Shows Promise for Spotting Brain Microbleeds
A meta-analysis of five patient-level studies finds deep learning models can detect cerebral microbleeds on MRI with strong diagnostic accur…
A new meta-analysis suggests deep learning can help detect tiny brain bleeds on MRI, but the evidence is still early.
Outcome feedback and AI explanations may improve human-AI synergy in collaborative tasks
Feedback and explanations can improve how humans work with AI
This meta-analysis of 74 studies examines how outcome feedback and AI explanations influence human-AI synergy. The authors find that outcome…
New research suggests that giving humans specific feedback and explanations can improve the way people and AI work together as a team.
Diagnostic Accuracy of Ultrasound Compared to MRI for Rotator Cuff Tears
Ultrasound shows high accuracy for detecting full-thickness rotator cuff tears
Ultrasound demonstrates high accuracy for identifying full-thickness rotator cuff tears, providing a viable first-line diagnostic tool for c…
Ultrasound is proving to be a highly accurate tool for identifying full-thickness rotator cuff tears, offering a practical first step in dia…
AI models demonstrate high diagnostic accuracy for trigeminal nerve segmentation and neurovascular conflict detection
AI Models Show Promise in Detecting Trigeminal Nerve Conflicts
This meta-analysis of 577 patients evaluates the performance of deep learning and machine learning models in identifying trigeminal nerve fe…
New analysis shows artificial intelligence can accurately identify nerve issues in MRI scans, potentially helping doctors better plan treatm…
Dolphin bimodal LLM improves emotion recognition and patient satisfaction in education compared to text-only LLM
Trial shows Dolphin AI improves patient education and satisfaction
This randomized trial of 555 patients across three centers found that the Dolphin bimodal LLM outperformed a text-based LLM in emotion recog…
A new AI model using both text and audio cues improved patient satisfaction and communication during medical education sessions.
AI-based screening tools demonstrate high sensitivity and specificity for obstructive sleep apnea detection
AI tools show promise for screening obstructive sleep apnea
This meta-analysis of 60 studies evaluated the diagnostic accuracy of AI-based screening tools for obstructive sleep apnea. The analysis fou…
New data shows AI tools can accurately identify obstructive sleep apnea, helping doctors find patients who need treatment more effectively.
AI-assisted colonoscopy modestly boosts diminutive polyp detection but not larger polyps
AI tools may help find tiny polyps during colonoscopies
This network meta-analysis of 8 AI systems and 4156 adults found a modest advantage for AI-assisted colonoscopy in detecting diminutive poly…
New data suggests AI tools can help doctors find tiny polyps, though the impact on larger growths remains minimal.
All Radiology & Imaging Articles
- Low student satisfaction with obstetrics and gynaecology teaching and assessment methods in medical education
- AI-based teaching improves knowledge, skills, and satisfaction scores among medical students compared to traditional methods
- Machine learning models achieve 0.90 AUC for predicting hypoglycemia in patients with diabetes
- AI models demonstrate high diagnostic accuracy for detecting free flap vascular compromise
- Ultrasound-guided venous puncture reduces composite access site complications to 0.6% in atrial fibrillation ablation
- Deep Learning Models Show Promise for Detecting Cerebral Microbleeds on MRI
- Outcome feedback and AI explanations may improve human-AI synergy in collaborative tasks
- Diagnostic Accuracy of Ultrasound Compared to MRI for Rotator Cuff Tears
- AI models demonstrate high diagnostic accuracy for trigeminal nerve segmentation and neurovascular conflict detection
- Dolphin bimodal LLM improves emotion recognition and patient satisfaction in education compared to text-only LLM
- AI-based screening tools demonstrate high sensitivity and specificity for obstructive sleep apnea detection
- FDG PET/CT positive in 94% of suspected relapsing polychondritis cases
- AI-assisted colonoscopy modestly boosts diminutive polyp detection but not larger polyps
- Ketamine/midazolam reduces maximum intraprocedural pain by 1.4 points compared to fentanyl/midazolam
- Multiparametric MRI and image-guided neurointerventions provide critical roles in brain tumor management and surveillance
- Near-Styloid puncture improves first-attempt success and reduces access-site complications in coronary angiography
- Acetate-buffered balanced crystalloid shows no significant difference from lactated Ringer's in post-ERCP pancreatitis incidence
- Multi-parameter correction strategies in ultrasound imaging improve safety awareness and reduce acoustic exposure
- Doppler ultrasound measurements show moderate to high intraobserver reliability but lower interobserver consistency
- Artificial intelligence in radiology education reports positive outcomes in 86% of reviewed studies
- Machine learning predicts Ki-67 in renal tumors with moderate accuracy, AUC 0.85 to 0.86
- Deep-learning models show variable sensitivity and precision for knee osteoarthritis grading
- Saline tract sealing reduces postbiopsy pneumothorax risk in patients undergoing CT-guided percutaneous lung biopsy
- PFAS pollution shows moderate to strong positive correlations and high priority risk levels in China
- Anabolic-androgenic steroid use is associated with reduced LVEF and increased LVMI in strength-trained athletes
- AI-guided ultrasound achieves 92.86% sensitivity for DVT triage, avoids 35.32% of standard scans
- Structured workbook improves human and AI agreement during rehabilitation clinical practice guideline appraisal
- Psychotherapy and pharmacotherapy for anxiety disorders involve distinct neural pathways and large symptom reductions
- Adjusting for chest X-ray sensitivity reveals underestimation of silicosis burden in mining cohorts
- AIM-CHD system improves LDL-C target attainment to 71% in coronary heart disease patients
- Magnetic resonance angiography shows higher sensitivity than digital subtraction angiography for spinal dural arteriovenous fistulas
- AI models outperform traditional clinical assessment in predicting neoadjuvant chemotherapy response in gastric cancer
- AI models demonstrate high diagnostic accuracy for identifying osteonecrosis of the femoral head in imaging data
- Machine learning models achieve a pooled AUC of 0.834 for predicting acute kidney injury occurrence
- EUS-BD shows higher technical success rates than ERCP for biliary obstruction with gastrointestinal reconstruction
- Medical Students Demonstrate Positive Attitudes Toward Artificial Intelligence Integration in Clinical Education
- Privacy-enhancing technologies present distinct technical trade-offs and risks in biomedical AI applications
- NeVa stent retriever achieves near-complete recanalization of superior sagittal sinus in cerebral venous sinus thrombosis
- Safety user interface bundles improve verification intentions in older adults using generative AI
- CT-based CPAK measurements show more varus MPTA and valgus LDFA than LLR
- DTI-ALPS index reduced in traumatic brain injury, meta-analysis finds
- Elevated intracranial pressure prevalence reaches 38% to 43% in children with single-suture craniosynostosis
- LLM lay summaries improve patient satisfaction and subjective comprehension without increasing objective comprehension
- Exercise Doppler echocardiography provides established reference limits for RV-PA-LA unit measurements in healthy subjects
- U-Net architecture shows higher sensitivity and precision for subdural hematoma detection in meta-analysis
- Heparinized saline flush associated with higher risk of multiple and bilateral embolic lesions
- PEID plus medical chitosan improves pain scores and reduces complications in L4-5 LDH
- Cornell voltage product provides consistent diagnostic performance for left ventricular hypertrophy in African populations
- SPECT V/Q-based diagnostic strategy shows comparable 3-month VTE risk to CTPA and planar V/Q
- Environmental DNA and next-generation sequencing offer potential for post-elimination surveillance of neglected tropical diseases
- Ambient AI tools significantly reduce cognitive workload and burnout among healthcare professionals
- IVUS-guided PVI reduces amputation, TLR, restenosis, and all-cause mortality in peripheral arterial disease
- Cone Beam Computed Tomography shows moderate diagnostic accuracy for detecting low bone mineral density
- Rectal indomethacin and somatostatin combination most effective for preventing post-ERCP pancreatitis
- Robotic training improves gait and motor scores in subacute and chronic spinal cord injuries
- Detailed ultrasound significantly enhances positive predictive value for trisomies 18 and 13 after high-risk cfDNA
- Normal saline tract instillation reduces pneumothorax and chest tube requirements during CT-guided lung biopsy
- GenAI-assisted instruction improves learner emotions in foreign language education with effect size g = 0.788
- fMRI meta-analysis identifies distinct and overlapping neural clusters for source memory and reality monitoring
- LLM-based AI tools show large positive effect on empathy with SMD 1.02 in communication
- Machine learning algorithms using EEG signals show 0.95 pooled AUC for sleep apnea detection
- Gray matter volume reductions occur in multiple extrahippocampal regions across temporal lobe epilepsy subtypes
- AI-guided bowel preparation reduces laxative volume from 1586.2 mL to 1245.5 mL in colonoscopy patients
- Frontolimbic system structural and functional dysregulation characterizes neurobiological basis of borderline personality disorder
- Fork-tip and Franseen needles provide higher diagnostic accuracy for autoimmune pancreatitis than reverse/forward-bevel needles
- CorPath GRX robotic system achieves 87% technical success rate in cerebral aneurysm procedures
- Lifestyle modifications significantly reduce intrapancreatic fat deposition across 23 studies
- Compulsive sexual behavior linked to brain abnormalities in reward and control networks
- AI burn depth assessment shows variable sensitivity and specificity across multiple imaging modalities
- Microplastics significantly enrich high-risk antibiotic resistance genes in aquatic environments across multiple studies
- AI-oximetry models show 91.1% sensitivity and 88.4% specificity for obstructive sleep apnea diagnosis
- Combining CTA and US reduces complication rates in DIEP flap reconstruction compared to US alone
- dlPFC subregions show distinct activation patterns across acute pain, chronic pain, and placebo analgesia
- 5-HTTLPR polymorphism does not significantly affect SERT or 5-HT1AR availability in the brain
- Mammillothalamic tract serves as a reliable anatomical landmark for MRgFUS PTT planning in Parkinson's disease
- A six-level clinical autonomy framework categorizes artificial intelligence integration within dental practice and oral healthcare
- Hormonal birth control and menopausal hormone therapy associated with greater gray matter volume
- Common neuroanatomical regions support mental switching across language switching, rule retrieval, and rule discovery
- Explicit outcome expectations correlate with specific activation in the caudate nucleus and red nucleus
- Global Longitudinal Strain as a Potential Predictor of Sudden Cardiac Death in Hypertrophic Cardiomyopathy
- Longer epilepsy duration correlates with significantly lower DTI-ALPS index scores across multiple epilepsy subtypes
- Meta-analysis finds no automatic amygdala response to non-attended angry voices
- AI models show high correlation with physics-based methods to predict peak knee adduction moment
- Radiomics and clinical data combined in AI models achieve 0.86 AUC for predicting ovarian cancer metastasis
- Nursing students demonstrate moderate AI literacy with lower scores among first-year and untrained students
- Microplastic properties significantly influence ammonium removal while environmental factors dominate total nitrogen control in NBSIs
- Mitral valve repair for degenerative mitral regurgitation shows 8.0% primary endpoint failure rate
- Whole-body exercise increases cortical oxygenated hemoglobin concentrations with higher intensity in healthy adults
- TAVR associated with higher 10-year mortality compared to surgery in intermediate-risk aortic stenosis
- Vascular cognitive impairment atrophy converges on somatomotor and salience networks with neurochemical overlap
- Endovascular therapy reduces post-thrombotic syndrome severity by 2.0 points compared to standard care
- Ultrasound Reveals Reduced Quadriceps Muscle in Cystic Fibrosis
- Machine Learning Model Performance for Predicting Contrast Induced Nephropathy in Coronary Interventions
- Fractions and decimals activate distinct brain regions in meta-analysis of fMRI studies
- Machine learning shows potential for improving diagnostic performance and efficiency in Hirschsprung disease
- CARTA reduces rerupture rates by 73% in patients with acute Achilles tendon rupture
- Multimodal frameworks and generative models improve consistency and interpretability in medical visual question answering systems
- EBUS-TBNB yields higher diagnostic rates for lymphoma and sarcoidosis compared to EBUS-TBNA
- AI-augmented tutoring systems show statistically significant improvement in expert-rated surgical skill scores
- Robot-assisted spinal instrumentation reduces pedicle screw deviation and intraoperative revisions compared to navigation-guided surgery
- Hydroxyapatite composite sodium hyaluronate maintains alveolar ridge height and width during tooth extraction
- Mapping 56,694 phosphosites in brewer's yeast identifies disordered residues and AlphaFold 3 structural patterns
- Tranexamic acid reduces mortality in TBI patients with high brain voxel percentages
- Elite athletes have larger absolute aortic sinus of Valsalva diameters than non-athlete healthy controls
- High intensity training is associated with specific cardiac remodeling in young female athletes
- NODI parameters ODI and V-ISO differentiate gliomas from brain metastases in contrast-enhancing regions
- Cartilage Thickness Score shows higher values in future knee osteoarthritis cases in a cohort study
- Mid-trimester cervical length measurements predict spontaneous preterm birth risk in singleton pregnancies through a non-linear association pattern
- Routine non-EPI DWI MRI at 12 to 24 months detects cholesteatoma recurrence in postoperative patients
- EUS-GJ shows OR 1.85 for clinical success over surgical gastrojejunostomy in GOO
- Explainable AI shows positive correlation with cognitive psychology domains in higher education
- Left Atrial Strain predicts major cardiovascular events with HR 0.91 in general population
- Meta-analysis identifies brain regions for novelty and appropriateness processing
- Verbal repetition engages a bilateral fronto-temporo-parietal network with left-hemispheric dominance
- Extrusion-based printing dominates biofabrication for craniomaxillofacial reconstruction in scoping review
- Systematic review and meta-analysis compares photogrammetry and intraoral scanning for full-arch implant accuracy
- Systematic review and meta-analysis shows 3D laparoscopy reduces operative time in adult inguinal hernia repair
- Breast arterial calcification linked to increased cardiovascular mortality risk
- Review of RISE-mitigation strategies in Ghana shows high immunization coverage and improved oxygen access
- Systematic review and meta-analysis of 3D cardiac simulations for congenital heart disease surgery
- Systematic review and meta-analysis compares 16-gauge and 18-gauge needles for native kidney biopsy
- AI workflow variations reduced perceived liability among hypothetical US jurors in an online vignette experiment
- Meta-analysis of amygdala connectivity in anxiety disorders versus healthy controls
- Narrative review outlines mnemonic for preoperative temporal bone CT analysis in otologic surgery
- Brazilian systematic review reveals NGS diagnostic rates and reporting gaps for inborn errors of immunity across regions
- Systematic review and meta-analysis links D-dimer and ultrasound findings to recurrent venous thromboembolism risk
- Meta-analysis reveals CMR and biomarkers key in ICI myocarditis
- Systematic review and meta-analysis of ML with cfDNA for cancer detection across stages
- Systematic review and meta-analysis of AI-assisted imaging for abdominal infections shows enhanced diagnostic accuracy
- Meta-analysis of 2,579 participants identifies neural dysfunction patterns in insomnia disorder
- Systematic review and meta-analysis of nutritional indices in breast cancer prognosis
- Meta-analysis finds AI tools show high accuracy for Schistosoma haematobium detection in sub-Saharan Africa
- Individual patient data meta-analysis on preterm birth risk in asymptomatic pregnant individuals with prior spontaneous preterm birth
- Meta-analysis of resting-state fMRI shows brain activity alterations in social anxiety disorder compared to healthy controls
- AI interventions in undergraduate health professions education show positive effects on satisfaction, confidence, and knowledge
- Sono-HSG and HSG show high accuracy for diagnosing tubal occlusion compared to laparoscopy
- Meta-analysis on Tongxinluo plus statins for carotid atherosclerosis
- Systolic blood pressure metrics improve prediction of functional independence after successful endovascular thrombectomy
- Systematic review and meta-analysis finds no significant link between styloid process anatomy and internal carotid artery dissection overall
- Prenatal MRI detects imaging characteristics in fetuses with complete agenesis of the corpus callosum and associated malformations
- Two-bottle bleaching gels show similar efficacy but differ in pulp chamber hydrogen peroxide diffusion and enamel surface effects
- Meta-analysis links perihematomal edema growth to poor outcomes in intracerebral hemorrhage patients
- Risk factor modeling showed modest performance for predicting visual function progression in acute NAION eyes
- Ultrasound-guided microconvex in-plane subclavian puncture reduces composite risk and improves success rates compared to landmark technique
- Haemorrhage pattern predicts complications in angiogram-negative subarachnoid haemorrhage patients
- AI models improve diagnostic accuracy for pancreatic ductal adenocarcinoma compared to conventional methods
- Systematic review and meta-analysis of 3D-EAUS, unenhanced MRI, and CE-MRI for anal fistula classification
- Systematic review and meta-analysis evaluates apical sparing ratio for cardiac amyloidosis detection in hypertrophy
- Sensory severity predicts insula decoupling in autistic participants during motion stimulation
- Immediate coronary angiography showed no 5-year survival benefit versus delayed angiography in OHCA patients without ST elevation
- Meta-analysis and cohort study examine chromosomal copy number variations in fetuses with urinary tract abnormalities
- VitoCheck EIT platform predicts standard diagnostics for cardiopulmonary and metabolic diseases
- Daily polyphenol-rich extra virgin olive oil increased occipital connectivity in nine healthy adults
- Retrospective analysis shows machine learning improves CT-based airway and emphysema mapping
- Systematic review and meta-analysis evaluates RELAPS pattern diagnostic accuracy in cardiac amyloidosis
- Narrative review discusses TIVAP use in Chinese patients requiring long-term venous therapy
- Pre-procedural testing reduced intraoperative strategy changes in complex unruptured intracranial aneurysm endovascular treatment
- Neuromodulation after sleep deprivation alters olfactory brain activity in male participants
- TIRADS and Bethesda systems predict thyroid malignancy in 70 patients at Baghdad Teaching Hospital
- Review of MRI radiomic features aids Alzheimer's disease classification and progression modeling in 382 participants
- Open-sourcing data and annotations for renal cell carcinoma yielded 142 annotated CT scans from 101 patients
- Preclinical deep learning framework shows improved dose prediction for unseen cancer sites
- Systematic evaluation of harmonisation methods reduces variability in multisite MRI volumetric imaging-derived phenotypes
- 3D-DXA imaging shows strong correlation with QCT for assessing femoral bone density in international cohorts
- MELD Graph and 3D-nnUNet Deep Learning Approaches Detect Focal Cortical Dysplasia in Pediatric Drug-Resistant Epilepsy
- Deep learning model segments nasal cavity from CT scans with high accuracy in preclinical evaluation
- TACE plus donafenib and camrelizumab shows improved outcomes in unresectable hepatocellular carcinoma
- Secondary Analysis Review Quantifying Fiber Disconnections Predicts Outcomes in Basilar Artery Occlusion
- Multi-phase DCE-MRI delta-radiomics predicts Ki-67 changes in 148 breast cancer patients after neoadjuvant therapy
- Multimodal machine learning model differentiation of benign from malignant pulmonary space-occupying lesions in cohort study
- Meta-analysis of connectome-based fMRI models shows high diagnostic accuracy in obsessive-compulsive disorder
- Cross-site reproducibility study of brain multifrequency MRE in healthy volunteers
- Systematic review suggests novel bionic cryoprotectants improve cryopreservation efficiency with low toxicity compared to traditional agents
- Preprint review of data augmentation strategies for spine abnormality classification in a specific dataset
- Combined radiomics classifier predicts 3-year recurrence in surgically resected stage IA-IIIA non-small cell lung cancer
- Robotic procedures reduced radiation dose compared to manual procedures in cerebral angiography patients
- ASVmv reduces nocturnal hypoxemic burden in AMI patients with sleep-disordered breathing
- Aerobic exercise shows limited cognitive benefit in brain injury rehabilitation pilot study
- Ensemble MLLM strategies improve diagnostic performance for paediatric pneumonia on CXRs
- Total-body [15O]water PET quantifies cerebral blood flow in neurologically healthy adults aged 21 to 86 years
- Systematic review finds ML-assisted concept mapping improves accuracy and efficiency in NHS hospitals
- Symmetry-informed inverse learning model evaluated for metastasis and Alzheimer disease detection on healthy brain MRI slices
- Anodized versus machined implant abutments: histologic signs of improved peri-implant soft tissue healing
- ReMIND vision-language framework for multi-sequence brain MRI interpretation trained on over 73,000 patient visits
- MRI shows superior sensitivity to x-ray for detecting subacute hematogenous osteomyelitis in children
- CT-based radiomics nomogram predicts overall survival in patients with primary tracheal malignancy
- Meta-analysis finds 7% incidence of suspected carotid atheromas on dental panoramic radiographs
- Ultrasound predicts lower limb muscle fat; 12-week resistance exercise raised strength without changing fat fraction
- Mini-review examines coronary artery calcium scoring for risk stratification and plaque progression
- Mindfulness ecological momentary interventions improved engagement versus self-monitoring placebo in generalized anxiety disorder
- Creativity training and expertise associated with convergent neural signatures of optimal creative performance in 965 participants
- Systematic review of AI and immersive digital technologies in periodontal education for 3062 dental trainees and practitioners
- Multi-task deep learning model predicts induction chemotherapy response and survival in locally advanced nasopharyngeal carcinoma
- Prospective study finds no microstructural damage in acute mild traumatic brain injury using MAP-MRI
- Combined CT morphological and histogram features improve differentiation of PIMA from PINMA compared to separate models
- ChatGPT-4o shows modest accuracy compared to human-executed steps in screening systematic review tasks
- BMAC and xenograft with prebent Ti mesh versus autograft and xenograft in edentulous patients with atrophic maxillary ridges
- Proteomic age acceleration linked to cerebral small vessel disease markers in US cohorts
- Visual guidance improves first-attempt TEE probe insertion success in cardiac surgery patients
- Systematic review finds lower FA on DTI in mild TBI patients compared to controls