Autonomous AI‐Driven Design for Skin Product Formulations
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
The effect of intraoperative goal-directed fluid therapy combined with enhanced recovery after surgery program on postoperative complications in elderly patients undergoing thoracoscopic pulmonary resection: a prospective randomized controlled study. [PDF]
Ma H +7 more
europepmc +1 more source
When Biology Meets Medicine: A Perspective on Foundation Models
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu +3 more
wiley +1 more source
Effect of goal-directed fluid therapy on the postoperative outcome in head and neck cancer surgery: study protocol for a randomized controlled trial. [PDF]
Liang X +7 more
europepmc +1 more source
Purpose: To determine whether there was a correlation between the type of administered infusion solutions intraoperatively with the quantity of administered infusion solutions, differences in values of cardiac output (CO) and cardiac index (CI) and need ...
Kalezić, Nevena +7 more
core
scTIGER2.0 is a deep‐learning framework that infers gene regulatory networks from single‐cell RNA sequencing data. By integrating correlation, pseudotime ordering, deep learning and bootstrap‐based significance testing, it reduces false positives and reveals directional gene interactions.
Nishi Gupta +3 more
wiley +1 more source
Non-invasive goal-directed fluid therapy with the pleth variability index (PVI): a systematic review and meta-analysis. [PDF]
Felippe VA +10 more
europepmc +1 more source
A Randomised Controlled Study Comparing Pulse Pressure Variation (PPV) and Pleth Variability Index (PVI) for Goal-Directed Fluid Therapy Intraoperatively in Patients Undergoing Intracranial (Supratentorial ICSOLs) Surgeries. [PDF]
Nayak P +3 more
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
Minimizing acute kidney injury in cytoreductive surgery with hyperthermic intraperitoneal chemotherapy: institutional insights into goal-directed fluid therapy and epidural analgesia. [PDF]
Wang KL +4 more
europepmc +1 more source

