A Hybrid Transfer Learning Framework for Brain Tumor Diagnosis
A novel hybrid transfer learning approach for brain tumor classification achieves 99.47% accuracy using magnetic resonance imaging (MRI) images. By combining image preprocessing, ensemble deep learning, and explainable artificial intelligence (XAI) techniques like gradient‐weighted class activation mapping and SHapley Additive exPlanations (SHAP), the ...
Sadia Islam Tonni +11 more
wiley +1 more source
Vision‐Based Handover and Organization of Robotic Scrub Nurse for Seamless Surgical Flow
This study presents a pose estimation‐based robotic scrub nurse (PERSN) that assists surgical procedures by estimating the surgeon's hand position, orientation, and grasping state, along with the constraint‐based 6D pose of surgical instruments. User evaluations show that PERSN provides greater immediate usability and reduces physical demand compared ...
Seongjoon Kang +9 more
wiley +1 more source
Positive Mental Health Promotion to Address Suicide Rates: Hope Intervention on Suicide. [PDF]
Embalsado JVM.
europepmc +1 more source
An agentic AI‐driven decision‐support framework for prosumers is proposed, integrating PV generation, load profiling, and multihorizon optimization within a four‐agent architecture. The approach significantly reduces grid dependence, enhances self‐sufficiency and prevents system oversizing.
Adela BÂRA, Simona‐Vasilica OPREA
wiley +1 more source
An emotional support model in aging families: linking interaction patterns to positive mental health through social activity engagement and aging attitudes. [PDF]
Wu J, Li Y, Chao Q.
europepmc +1 more source
Translation and Cultural Adaptation of an E-Health Program to Promote Positive Mental Health Among Family Caregivers in Portugal. [PDF]
Carreira S +5 more
europepmc +1 more source
Associations between digital media use behaviours, screen time and positive mental health in youth: results from the 2019 Canadian Health Survey on Children and Youth. [PDF]
Clayborne ZM, Capaldi CA, Mehra VM.
europepmc +1 more source
Positive mental health, depression and burnout in healthcare workers during the second wave of COVID-19 pandemic. [PDF]
Ruini C +3 more
europepmc +1 more source
Harnessing strengths from trauma: examining the impact of strength use on nurses' job satisfaction, positive mental health, and thriving at work through post-traumatic growth. [PDF]
Bai B, Qiao J, Bai C.
europepmc +1 more source

