Research Appraisals
Evidence-based critical appraisals of the latest medical research, systematically evaluated using Oxford CEBM methodology.
Showing 5 appraisals
Progress in biomedical engineering (Bristol, England)
Soft pneumatic actuators for wearable systems: a structural classification and integration-oriented evaluation
Soft pneumatic actuators promise gentle, body-safe assistance, yet many fail at the moment of integration: inflation alters geometry, increases profile, and stresses seams and ports. This topical review reframes actuator selection through a structure-first lens that links how an actuator is built to how it deforms and how it embeds in garments. Actuators are classified by structural architecture, deformation behavior, and fabrication method, and evaluated against four integration criteria central to wearable systems: geometric compatibility, fabrication scalability, system integration readiness, and actuation simplicity. A staged selection pathway is proposed and presented as a literature-informed mapping table that links reported wearable application contexts to dominant integration priorities and a practical structural-class starting point. Planar sheet designs can preserve a thin, predictable pressurized envelope at modest pressures when seam paths, constraint layers, and attachment features are co-designed. Pouch and bladder actuators are thin at rest, simple to fabricate, and readily integrated with textiles, but commonly bulge under load without external constraint; envelope control and port or manifold routing frequently limit garment integration. Fiber-constrained actuators deliver high specific force but often require rigid end terminations and elevated pressures. Segmented elastomers provide rich kinematics through chamber layout while tending toward bulging and routing burden in multi-segment formats. Mechanical metamaterials realize geometry-programmed motion when hinge fidelity and pattern alignment are maintained; durability of compliant joints and consistent crease formation set current limits. The resulting synthesis identifies practical priorities for wearable use: preserve thin profiles under load, embed stitchable or bondable attachment features, document reproducible process windows, minimize dead volume, routing, and valve count with compact pneumatic architectures, and target low-pressure operation compatible with lightweight hardware. Framing integration in structural terms standardizes comparison across actuator classes, clarifies the narrow feasible design space for compact, body-conforming devices, and supports deliberate actuator choice for biomedical wearables.
29 May 2026
Read appraisal →Physics in medicine and biology
A surface-conforming flexible collimator for improving electron radiotherapy.
Objective.We aim to simplify the traditional method of patient-specific skin collimation and to improve the precision of electron radiotherapy treatment with a new surface-conforming collimation system.Method.A surface-conforming collimation device for electron radiotherapy, consisting of parallel steel cables, was created. The cables move freely relative to each other and can be fixed and reshaped with a clamp system along the length of the device. The cables do not completely fill the space; thus, their packing fraction was determined to characterize dosimetric effects. The cable collimator was tested with a 10 × 10 cm cone with four electron energies (6, 9, 12, and 15 MeV) at three SSDs (100 cm, 105 cm, and 110 cm). Radiochromic film was placed at the surface and at the maximum dose depth (dmax) for each energy. Penumbral width, defined as the distance between 20% and 80% of the maximum dose, was measured for each energy and depth.Results.The largest improvement with respect to traditional collimation was seen for 6 MeV with 110 cm SSD at the surface. The penumbra at the surface for the conventional collimator in this case was 18.7 mm, while the cable collimator penumbra was 1.4 mm. The smallest improvement was seen for 15 MeV with 100 cm SSD atdmax(2.7 cm), where the penumbra for the traditional collimator was 11.1 mm, while the cable collimator penumbra was 9.8 mm. In all cases, the cable collimator reduced penumbral width. Surface dose inhomogeneities due to scatter were most pronounced at higher energies. The packing fraction was measured to be 0.551 ± 0.016.Significance.The prototype shows significant improvement in penumbra compared to conventional collimation. The system aims to serve as a replacement for current skin collimation techniques and could be used with Cerrobend applicators for additional surface blocking.
17 Apr 2026
Read appraisal →Computers in biology and medicine
Forecasting-based biomedical time-series data synthesis for open data and robust AI
The limited data availability due to strict privacy regulations and significant resource demands severely constrains biomedical time-series AI development, which creates a critical gap between data requirements and accessibility. Synthetic data generation presents a promising solution by producing artificial datasets that maintain the statistical properties of real biomedical time-series data without compromising patient confidentiality. While GANs, VAEs, and diffusion models capture global data distributions, forecasting models offer inductive biases tailored for sequential dynamics. We propose a framework for synthetic biomedical time-series data generation based on recent forecasting models that accurately replicates complex electrophysiological signals such as EEG and EMG with high fidelity. These synthetic datasets can be freely shared for open AI development and consistently improve downstream model performance. Numerical results on sleep-stage classification show up to a 3.71% performance gain with augmentation and a 91.00% synthetic-only accuracy that surpasses the real-data-only baseline.
16 Apr 2026
Read appraisal →Biomacromolecules
A Phase-Separated Cellulose-Ionogel via Sunlight-Initiated Green Fabrication for Self-Powered Wearable Sensors
Ionogels, as soft ionic conductors, face synthesis challenges including toxicity, complexity, and high energy consumption. Herein, we present a green one-pot strategy that effectively dissolves cellulose and undergoes sunlight-induced photopolymerization to form ionogels without the need for cross-linkers or initiators. 1-Butyl-3-methylimidazolium chloride ([BMIM]Cl), as the solvent, enables the disruption of the extensive hydrogen-bond network of cellulose, resulting in rapid and complete dissolution. Subsequent one-step photopolymerization, which proceeds solely under sunlight, simultaneously drives in situ cross-linking and a controlled phase separation process, yielding high-performance ionogels. Importantly, the resulting cellulose ionogel exhibits superior fracture strength (2.75 MPa), high toughness (18.4 MJ m-3), and strong adhesion (6.6 MPa), ameliorating the traditional trade-off between mechanical strength and adhesion capabilities. This work develops an integrated ionogel platform as a soft TENG electrode for human motion monitoring, informing the design of sustainable self-powered electronics.
14 Apr 2026
Read appraisal →ACS applied materials & interfaces
Textile-Based Wearable Electrothermal Pad Using Woven AgNW/EG-PEDOT:PSS Heaters and PS/PEDOT:PSS Thermistor Yarns
Wearable thermal management devices are gaining increasing attention for healthcare, rehabilitation, and personal comfort applications. Here, we present a textile-based wearable electrothermal pad that integrates a woven heater with a yarn temperature sensor on a flexible, breathable fabric platform. The heater element was fabricated using cotton yarn coated with silver nanowires (AgNW) and poly(3,4-ethylenedioxythiophene):poly(styrenesulfonate) (PEDOT:PSS) doped with ethylene glycol (EG-PEDOT:PSS), enabling uniform heat distribution, washability, and low-voltage operation. The AgNW/EG-PEDOT:PSS yarn heater rapidly reached 45 °C within 60 s at an applied voltage of 1.5 V and demonstrated good thermal stability and repeatability over 2,000 stretching-releasing cycles. The temperature sensor, based on polystyrene-coated PEDOT:PSS (PS/PEDOT:PSS) yarn, exhibited thermistor behavior with resistance decreasing as the temperature increases. It showed a negative temperature coefficient of resistance of 0.25%°C-1 and a response time of less than 130 s. The yarn temperature sensor also maintained resistance stability under bending and stretching-releasing conditions. To demonstrate a wearable electrotherapy platform, the PS/PEDOT:PSS yarn temperature sensor was integrated with a woven AgNW/EG-PEDOT:PSS heater to enable closed-loop feedback for thermal regulation. Programmable, on-demand thermotherapy and real-time thermal management could be wirelessly controlled via a smartphone. This custom-designed electrothermal pad offers a promising solution for wearable thermotherapy and smart clothing applications.
10 Apr 2026
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