ObjectiveTo propose an X-Gait motor rehabilitation assessment system based on a perception-cognition decoupling architecture to jointly achieve high-accuracy gait recognition and clinical interpretability for low clinical credibility and opaque decision-making workflows in existing intelligent gait assessment models. MethodsIn the perception layer, YOLOv11-Pose and PoseFormerV2 were integrated for 2D-to-3D human pose reconstruction. A long short-term memory network was adopted for temporal classification of normal, abnormal and pathological gaits. The layer-wise relevance propagation algorithm was used to identify discriminative joints and automatically quantify biomechanical indices including trunk forward inclination angle, stance phase percentage and stride symmetry. In the cognition layer, rehabilitation-oriented prompt engineering and prior knowledge graphs were combined to drive large language models, converting quantitative biomechanical measurements into clinically reasonable structured reports. Eight subjects were enrolled for bedside clinical validation to evaluate classification performance and clinical consistency. ResultsThe overall gait classification accuracy of X-Gait reached 94.1%. The 2D pose detection achieved 100% valid detection rate with an average confidence of 0.819. The mean per-joint position error of 3D pose reconstruction was 105.97 mm. In clinical validation of eight cases, outputs generated by explainable artificial intelligence combined with large language models showed high consistency with manual assessments from experienced rehabilitation physicians. ConclusionThe proposed X-Gait system based on perception-cognition decoupling realizes high-precision gait identification and clinically interpretable outputs.

ObjectiveTo investigate the alleviating effect of calcium cyanamide （CaCN₂） soil fumigation on replanting problems of Rehmannia glutinosa. MethodsNewly soil （NP） was used as the control group， while three treatment groups were established： replanted soil （RP）， newly soil treated with CaCN₂ （120 g·m²， tillage depth 25 cm） （NPCC）， and replanted soil treated with CaCN₂ （RPCC）. R. glutinosa was cultivated in all groups. At harvest， the tuber agronomic traits （number of enlarged roots， maximum root diameter， fresh weight， dry weight） were measured. The content of catalpol and rehmannioside D was quantified by ultra-high-performance liquid chromatography （UPLC） to evaluate medicinal quality. Rhizosphere soil available nutrients and enzyme activities were analyzed by assay kits. The community structure and composition of fungi and bacteria in rhizosphere soil were assessed via internal transcribed spacer 2 （ITS2） sequencing and 16S rDNA sequencing， respectively. ResultsCompared with NP， the RP group showed obviously reduced in tuber agronomic traits and quality indicators （P0.05）. However， the RPCC group showed significant improvement in agronomic traits and a notable increase in rehmannioside D content compared to RP （P0.05）. The contents of available phosphorus and potassium in RPCC and NP groups were obviously lower than those in RP （P0.05）. The polyphenol oxidase soil （S-PPO） activity in RP was obviously lower than in NP （P0.05）， while sucrose soil （S-SC）， acid phosphatase soil （S-ACP）， and S-PPO activities in RPCC were obviously higher than in RP （P0.05）. Microbial richness and diversity in RP were obviously higher than in NP （P0.05）， whereas no significant differences were observed between the RPCC and NP. The relative abundances of fungal genera Nectria， Myrothecium， Tomentella， and bacterial genus Skermanella were obviousl lower in RPCC and NP than in RP （P0.05）. Correlation analysis that S-ACP activity was positively correlated with the content of rehmannioside D （P0.05）. Fungal genera Engyodontium and Alternaria， and bacterial genera Pir4 lineage， Pirellula， Methyloversatilis， Brevundimonas， Ralstonia， and Acidibacter were obviously positively correlated with tuber dry weight （P0.05）. Conversely， fungal genera Pseudaleuria， Nectria， Haematonectria， Ceratobasidium， and bacterial genera Streptomyces， Skermanella， RB41， Gemmatimonas， and Bacillus were obviously negatively correlated with dry weight （P0.05）. The fungal genus Alternaria and bacterial genera Brevundimonas， Ralstonia， Acidibacter， and Dongia showed positive correlations with medicinal quality of R.glutinosa tuber， while fungal genera Pseudaleuria， Nectria， Stachybotrys， Fusarium， Gibberella， Ceratobasidium， and bacterial genera Sphingomonas， Skermanella， RB41， Gemmatimonas， and Bacillus were obviously negatively correlated （P0.05）. ConclusionCaCN₂ soil fumigation can significantly improve enzyme activities in replanted Rehmannia rhizosphere soil， enhance the utilization of available nutrients， reshape microbial community structure of replanted R.glutinosa at the family and genus level， and notably improve tuber agronomic traits and medicinal quality. This study provides a novel approach to alleviating replanting problems and offers insights for the integrated development of standardized cultivation techniques， including soil disinfection， nutrient-targeted regulation， and microbial inoculant application.

Objective To compare the epidemiological characteristics of adult single fractures of the cuneiform between the east and west areas in China from 2010 through 2011.Methods Thirty-five hospitals in the east coast area (group A) and 28 hospitals in the west inland area (group B) were selected for this investigation. The data of adult single fracture of the cuneiform treated between January 2010 and De-cember 2011 at the 63 hospitals were collected through the PACS system and medical records inquiry system. The epidemiological characteristics concerning age, gender and fracture classification were compared between the 2 groups. Results A total of 457 adult single fractures of the cuneiform were collected, involving 384 cases in group A and 73 cases in group B. They accounted respectively for 4.38% (384/8,772) and 3.53% (73/2, 068) of the adult tarsal bone fractures in the same period, showing no significant difference (P >0.05), accounted respectively for 1.71% (384/22, 455) and 1.15% (73/6, 354) of the adult foot frac-tures, showing a significant difference (P <0.05), and accounted respectively for 0.20% (384/192,991) and 0.09% (73/81, 143) of all the adult fractures, showing a significant difference (P <0.05). The median age was 39 years in group A (29, 50) and 36 years in group B (25, 45), showing a significant difference (P <0.05). The male to female ratio was 1.61:1 (237/147) for group A and 1.52:1 (44/29) for group B. The peak age range of the fracture for males was from 21 to 30 years old in both groups, and its proportion was 28.69% (68/237) in group A and 38.64% (17/44) in group B. The peak age range of the fracture for females was from 41 to 50 years old in both groups, and its proportion was 26.53% (39/147)in group A and 27.59% (8/29) in group B. All the above comparisons were statistically insignificant (P> 0.05). The proportion of the age group of≥61 years was significantly larger in group A than in group B (P <0.05). The high risk type of the fracture was type 85-A1 in both groups, and its proportion was 61.98% (238/384) in group A and 52.05% (38/73) in group B. The proportion of type 85-B1 was significantly larger in group B than in group A (P <0.05). Conclusions Adult single fractures of the cuneiform were more common in young and male patients. The proportion of elderly patients (≥61 years old) was significantly larger in the east area. The high risk type of the fracture was simple fracture involving the medial cuneiform bone (type 85-A) in both areas. The proportion of the comminuted fracture of the medial cuneiform (type 85-B1) was significantly larger in the west area.

Objective To investigate the clinical efficacy of acupuncture plus TDP in treating stageⅡ-Ⅲ pressure sore.Methods Thirty-three patients with pressure sore meeting the inclusion criteria were randomly allocated to treatment and control groups, 17 cases each. Both groups were first given routine clean care. The control group received routine surgical asepsis dressing change and the treatment group, fire needling, surrounding electroacupuncture and TDP irradiation to the affected part. The pressure sore area was observed and the PUSH score was recorded in the two groups before and after treatment. The clinical therapeutic effects were compared between the two groups of patients. Results The total efficacy rate was 88.0% in the treatment group and 71.0% in the control group; there was no statistically significant difference between the two groups (P>0.05). The total efficacy rate was 88.0% in the treatment group and 71.0% in the control group; there was no statistically significant difference between the two groups (P>0.05). The cure and marked efficacy rate was 58.8% in the treatment group and 23.5% in the control group; there was a statistically significant difference between the two groups (P<0.05). There was a statistically significant pre-/post- treatment difference in the pressure sore area in the two groups at one, two and three weeks after treatment (allP<0.05). There was a statistically significant difference in the pressure sore area between the two groups at two and three weeksafter treatment (bothP<0.05). There was a statistically significant pre-/post-treatment difference in the PUSH score in the two groups at two and three weeks after treatment (bothP<0.05). There was a statistically significant difference in the PUSH score between the two groups at three weeks after treatment (P<0.01).Conclusions Acupuncture plus TDP can markedly relieve the clinical symptoms and accelerate the sore healing in treating stageⅡ-Ⅲ pressure sore.