AI Medical Compendium

Interpretable prediction of anxiety symptoms during pregnancy via machine learning and SHAP.

Archives of women's mental health Mar 30, 2026

3d elastic-modulus imaging using ultrasound linear arrays and efficient data-driven training strategies.

Biomechanics and modeling in mechanobiology Mar 30, 2026

We are developing ultrasonic-based techniques for elastic modulus imaging throughout a tissue volume using the autoprogressive (AutoP) method with linear array transducers. AutoP discovers the constitutive properties of media by estimating the stress... read more

An Australian perspective of using video for the assessment of laparoscopic surgery and support for artificial intelligence in performance evaluation.

Langenbeck's archives of surgery Mar 30, 2026

Concurrent AI-human interaction in prostate cancer MRI interpretation: More hype than help?

European radiology experimental Mar 30, 2026

OBJECTIVE: We evaluated a commercial artificial intelligence (AI) system as a concurrent decision-support tool for clinically significant prostate cancer (csPCa) detection. MATERIALS AND METHODS: In our retrospective study, consecutive patients under... read more

Enhancing Parkinson's Disease Staging: An Integrative Deep Learning Framework for Multimodal Feature Selection.

Journal of molecular neuroscience : MN Mar 30, 2026

Parkinson's disease (PD) affects 10 million globally, with accurate staging essential for personalized treatment planning. Current UPDRS assessments achieve < 93% accuracy due to subjective clinical judgment and unimodal data limitations, failing to ... read more

Multicenter evaluation of commercial AI for [18F]FDG PET/CT lesion detection.

Annals of nuclear medicine Mar 30, 2026

AI-assisted videolaryngoscopy improves intubation success: results from a randomized simulation trial.

Journal of clinical monitoring and computing Mar 30, 2026

Video laryngoscopy has become an integral part of today's airway management. Despite its advantages, loss of depth perception and increased cognitive load remain a challenge and not all airway scenarios can be successfully managed and resolved. This ... read more

Keypoint detection network for needle localization on intra-procedural MRI in MRI-guided liver interventions.

International journal of computer assisted radiology and surgery Mar 30, 2026

PURPOSE: Segmentation neural networks have demonstrated promising results for interventional needle localization on MRI. However, these networks require large training datasets with tedious annotation processes and additional post-processing steps th... read more

Development and Validation of Multinomial Logistic Regression and Machine Learning Algorithms for Identifying Refractive Status in Chinese School Aged Children.

Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) Mar 30, 2026

PURPOSE: To develop and validate models to identify pre-myopic children from their myopic and hyperopic peers using ocular biometry and demographic data. METHODS: Multinomial logistic regression (MLR) and machine learning algorithms (random forest an... read more

A method for the assessment of rheumatoid arthritis using neural network supported static and dynamic thermal analysis.

Physical and engineering sciences in medicine Mar 30, 2026

Rheumatoid arthritis (RA) is a chronic inflammatory disease characterized by pain, swelling, stiffness, and loss of joint function, making early diagnosis challenging. The study aims to assess the differences between RA patients (n = 70) and healthy ... read more

Artificial Intelligence Medical Compendium