Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser +6 more
wiley +1 more source
Establishment of a Drug Information Unit and Pharmacovigilance Cell in a Provincial Hospital of Nepal: Implementation of the 2015 Hospital Pharmacy Service Guidelines. [PDF]
Pathak N +8 more
europepmc +1 more source
This article implements a unified human digital twin framework that integrates cutting edge actuation, sensing, simulation, and bidirectional feedback capability. The approach includes integrating multimodal sensing, AI, and biomechanical simulation into one compact system.
Tajbeed Ahmed Chowdhury +4 more
wiley +1 more source
Ethical interventions: revisiting the assessment tools for health-system pharmacists
Hong Tham Pham +10 more
doaj +1 more source
Development of an innovative clinical pharmacy service in a urology surgical unit: a new initiative from Qatar. [PDF]
Naseralallah L +4 more
europepmc +1 more source
The authors develop a deep learning model for real‐time tracking of wound progression. The deep learning framework maps the nonlinear evolution of a time series of images to a latent space, where they learn a linear representation of the dynamics. The linear model is interpretable and suitable for applications in feedback control.
Fan Lu +11 more
wiley +1 more source
Enhanced Pharmacy Service Delivery Through a Pharmacy Information System at a Medical Center: A Case Study. [PDF]
Alanazi SM, Alanazi AT.
europepmc +1 more source
An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting
Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto +5 more
wiley +1 more source
Clinical Outcomes Associated with the Implementation of a Dedicated Clinical Pharmacy Service in a Resource-Limited Neurocritical Intensive Care Unit. [PDF]
Sa E, Cho Y, Suh SY, Park TE, Rhie SJ.
europepmc +1 more source
Matrix‐assisted laser desorption/ionization imaging‐based identification of reliable small molecule markers across heterogeneous glioblastoma cohorts is challenging with intensity‐only methods. We present spatially informed feature selection (SIFS), a spatially informed framework that prioritizes molecules consistently colocalizing with histopathology.
Shad A. Mohammed +15 more
wiley +1 more source

