With the continuous deepening of the concept of precision diagnosis and treatment for lung cancer, how to achieve higher efficiency and accuracy in the screening, diagnosis, and treatment pathways in clinical practice has become an important issue that urgently needs to be overcome. The current clinical difficulty lies in the fact that despite continuous advancements in imaging and molecular diagnostic technologies, there are still limitations in manual efficiency and subjective experience when it comes to massive data analysis and multi-scale feature extraction. Artificial intelligence (AI), especially algorithm systems based on deep learning, is an innovative technology capable of deeply empowering medical big data. This method utilizes algorithms such as convolutional neural networks, combined with radiomics, pathomics, and multi-modal data fusion analysis, demonstrating immense potential in early precise detection and benign-malignant differentiation of pulmonary nodules, digital pathological subtype recognition and non-invasive prediction of driver genes, precise 3D surgical planning and automatic delineation of radiotherapy target volumes, as well as dynamic risk warning during follow-up. This innovative technology provides a brand-new solution for realizing intelligent and individualized lung cancer diagnosis and treatment models. This consensus, based on the latest evidence from evidence-based medicine and combined with the development trends in the AI field and real-world clinical needs, was ultimately formed by gathering the consensus opinions of multidisciplinary experts in radiology, pathology, thoracic surgery, and other fields. The main content covers the application specifications of AI in the three core scenarios of lung cancer screening, diagnosis, and treatment, the technical standards for data collection and algorithm validation, as well as the ethical and regulatory challenges faced at the current stage. It aims to clarify the applicable boundaries of AI as a clinical auxiliary decision support tool, providing scientific guidance and standardized exploration directions for peers currently engaged in or planning to carry out AI-assisted clinical diagnosis, treatment, and translation of lung cancer.

Objective:To investigate the outcomes of endoscopic balloon dilation laryngoplasty （EBDL） in managing acquired subglottic stenosis in children. Methods:A retrospective analysis of clinical data from patients who underwent endoscopic balloon dilation for secondary subglottic stenosis between January 2017 and January 2024 at Department of Otorhinolaryngology Head and Neck Surgery, Children's Hospital of Fudan University, Shanghai. The study included 10 children （6 males, 4 females） aged between 13 days and 3 years at the time of their first procedure, with an average age of 7 months. Subglottic stenosis was graded according to the Myer-Cotton classification, with two cases classified as grade Ⅱ and eight cases as grade Ⅲ. All patients had a history of tracheal intubation, including seven for rescue purposes and three for operations. Eight cases were complicated by other conditions: two with atrial septal defect, patent ductus arteriosus, and patent foramen ovale; two with patent foramen ovale only; one with atrial septal defect and extreme deafness in the left ear; one with a brain tumor and hydrocephalus; one with a traumatic diaphragmatic hernia and hepatic rupture; and one case complicated by type Ⅰ laryngeal cleft. Prior to surgery, all children required respiratory support-seven needed high-flow oxygen while three required CPAP. Results:All ten cases underwent endoscopic balloon dilation under spontaneous respiration and general anesthesia, totaling fourteen dilations （an average of 1.4 dilations per person） without any complications. Post-surgery air permeability tests showed that eight cases had grade Ⅰ stenosis while two had grade Ⅱ stenosis. The follow-up period ranged from six months to six years （average duration: 46 months）. Following treatment, all patients no longer required respiratory support or experienced significant mobility limitations. Conclusion:Endoscopic balloon dilation under general anesthesia is deemed safe and effective in treating secondary subglottic stenosis. Early diagnosis coupled with prompt intervention can help avoid tracheotomy procedures altogether. Standard tracheoscopy combined with breathability testing represents a crucial approach to assess normal airway diameter and effectively reduce or prevent secondary subglottic stenosis following re-intubation.
Humans ; Laryngostenosis/surgery* ; Male ; Female ; Retrospective Studies ; Laryngoplasty/methods* ; Child, Preschool ; Infant ; Dilatation/methods* ; Laryngoscopy/methods* ; Treatment Outcome ; Endoscopy

Objective To analyze the distribution of carbapenem-resistant strains and the transmission mode of resistance genes in the bacteria strains from urinary system of the individuals outside hospitals,and further explore the impacts of the antibiotics with different antibacterial mechanisms on the conjugation transfer of resistant plasmids.Methods The imipenem-resistant strains from 991 non-re-petitive urine samples of healthy individuals were screened for determining the carbapenem-resistance genotypes.Using the multilocus sequence typing(MLST)method,the main carbapenem-resistant strains were classified to determine the phylogenetic relationship be-tween different sequence types(STs)and reveal the transmission mode of resistance genes in the individuals outside hospitals.The conjugation experiment was used to analyze the effects of different sub-inhibitory concentrations of ampicillin,ciprofloxacin,and genta-micin on the conjugation efficiency of resistant plasmids in the bacteria of donor and/or recipient at different times.Results A total of 18 non-repetitive carbapenem-resistant strains(1.82％,18/991)were detected in healthy individuals outside hospitals,among which Escherichia coli(E.coli)(44.44％,8/18)was the main strain with main genotype being blaKPC-2(7/8).MLST showed that the 7 strains of E.coli with blaKPC-2 genotype belonged to ST-10,ST-101,ST-131,ST-405,ST-410,ST-1193,and ST-2562,respectively.Homologous clustering analysis showed that the type of the 7 E.coli strains exhibited high diversity.The range of joint efficiency was(1.59±0.20)× 10-4 to(4.01±1.31)× 10-4.The highest conjugation efficiency was observed in the donor bacteria treated with 1/8 of MIC of antibiotics for 9 hours,and the conjugation efficiency most significantly increased compared to the group without antibiotic treat-ment.Three antibiotics with different mechanisms of action could all improve conjugation efficiency,among which ampicillin exhibited the most significant improvement.Conclusion In this study,the genotype of carbapenem-resistant Escherichia coli(CREC)was mainly blaKPC-2 with a main mode of horizontal transmission.Antibiotics with sub-inhibitory concentrations could promote the conjugation transfer of the resistant plasmid.There may be significant differences in the effects of antibiotics with different mechanisms of action and different antibiotic stress conditions on the conjugation efficiency.

Objective To synthetically evaluate the risk factors of multidrug resistant tuberculosis (MDR-TB) in China.Methods Chinese databases (CNKI,Wanfang,SinoMed and VIP) and English database(PubMed) were used to collect studies on risk factors for MDR-TB from 1990 to 2013.Meanwhile,relevant studies were manually retrieved.According to the inclusion and exclusion criteria,studies were screened,data were extracted and quality assessed.A Meta-analysis was performed by using Stata 11.0 software.Results Twenty five studies on the risk factors of MDR-TB were synthetically and quantitatively analyzed.The results of Meta-analysis showed that factors as:being Han ethnic group,history of tuberculosis treatment,pulmonary cavity,floating population,TB case contact history,regular medication,living in rural areas,and poor economy were associated with the incidence of MDR-TB,the pooled OR values were 3.12 (95％CI:1.16-8.40),5.27 (95％ CI:3.60-7.72),1.39 (95％ CI:1.03-1.87),1.69 (95％ CI:1.07-2.68),4.34 (95％ CI:1.91-9.86),0.23 (95％ CI:0.16-0.35),1.86 (95％CI:1.59-2.18) and 1.62 (95％ CI:1.34-1.96),respectively.Conclusion Factors as:being Han ethnic group,history of tuberculosis treatment,pulmonary cavity,floating population,TB case contact history,living in rural areas and poor economy were considered to be at risk of MDR-TB while regular medication might be a protective factor to MDR-TB.

BACKGROUND: Burn infliction techniques are poorly described in rat models. An accurate study can only be achieved with wounds that are uniform in size and depth. We describe a simple reproducible method for creating consistent burn wounds in rats. METHODS: Ten male Sprague-Dawley rats were anesthetized and dorsum shaved. A 100 g cylindrical stainless-steel rod (1 cm diameter) was heated to 100degrees C in boiling water. Temperature was monitored using a thermocouple. We performed two consecutive toe-pinch tests on different limbs to assess the depth of sedation. Burn infliction was limited to the loin. The skin was pulled upwards, away from the underlying viscera, creating a flat surface. The rod rested on its own weight for 5, 10, and 20 seconds at three different sites on each rat. Wounds were evaluated for size, morphology and depth. RESULTS: Average wound size was 0.9957 cm2 (standard deviation [SD] 0.1845) (n=30). Wounds created with duration of 5 seconds were pale, with an indistinct margin of erythema. Wounds of 10 and 20 seconds were well-defined, uniformly brown with a rim of erythema. Average depths of tissue damage were 1.30 mm (SD 0.424), 2.35 mm (SD 0.071), and 2.60 mm (SD 0.283) for duration of 5, 10, 20 seconds respectively. Burn duration of 5 seconds resulted in full-thickness damage. Burn duration of 10 seconds and 20 seconds resulted in full-thickness damage, involving subjacent skeletal muscle. CONCLUSIONS: This is a simple reproducible method for creating burn wounds consistent in size and depth in a rat burn model.
Animals ; Burns* ; Erythema ; Extremities ; Hot Temperature ; Humans ; Male ; Models, Animal* ; Muscle, Skeletal ; Rats ; Rats, Sprague-Dawley ; Skin ; Viscera ; Water ; Wounds and Injuries*

Objective To investigate the clinical values of central venous pressure (CVP) versus stroke volume variation (SVV) in patients with severe sepsis after early goal-directed therapy (EGDT).Methods Totally 30 mechanically ventilated patients with severe sepsis who underwent goal-achieved EGDT were enrolled and randomly divided into CVP group (study group) and SVV group (control group) according to the data detected by pulse contour continuous cardiac output (PiCCO) analysis device.The differences in 28-day survival,3-day APACHE Ⅱ score,time of ICU stay,duration of mechanical ventilation,number that need CRRT,entral venous pressure (CVP),heart end-diastolic volume index (GEDVI),intrathoracic blood volume index (ITBVI),extravascular lung water index (EVLWI),cardiac index (CI),central venous oxygen saturation (ScvO2),lactate clearance rate and APACHE Ⅱ score were compared between the 2 groups.Results The death rate had no difference between the 2 groups(x2=0.240,P=0.624).Among survival patients in the CVP group,the time of ICU stay and duration of mechanical ventilation were shorter in study group than in control group(t=2.166,P=0.041;t=2.104,P=0.046),APACHE Ⅱ score at 3th day was decreased(t=2.20,P =0.038).The values of ITBVI,GEDVI,CI,lactate clearance rate were higher in study group than in control group (t=2.759,2.146,2.199,2.654,3.362,P=0.011,0.043,0.038,0.014,0.003).EVLWI and APACHE Ⅱ score were not different (P＞0.05) between the two groups.Conclusions SVV as a recovery target for fluid resuscitation can reach a better recovery results and improvement of prognosis than CVP goal-achieved EGDT.

Objective To explore the significance of the plasma procalcitonin (PCT) level for directing antibiotic therapy in elderly patients with ventilator-associated pneumonia (VAP).Methods The 50 elderly patients with VAP were randomly separated into the regular therapy group and the PCT-directed therapy group. The regular therapy group was given regular antibiotic therapy, while the antibiotic therapy was decided according to the plasma level of PCT in the PCT-directed therapy group. The used time and utilization rate of antibiotics, as well as inflammatory indicators including white blood cells, neutrophils, C-reactive protein (CRP) and clinical pulmonary infection score (CPIS) were compared between the two groups. Results After treatment, there were no significant differences in white blood cells, neutrophils and CRP between the PCT-directed therapy group and regular therapy group [(8.9 ± 3.5 ) × 109/L vs. (9.4 ± 3.7) × 109/L, 0.62 ± 0.04 vs.0.60±0.04, (18.7±8.5) mg/Lvs. (21.6±6.0) mg/L, t=0.47, 1.84 and 1.37, allP＞0.05],but the CPIS was markedly lower in PCT-directed therapy group than in regular therapy group [(4.0± 1.4) scores vs. (4.7± 1.0) scores, t= 2. 18, P＜0.05]. The neutrophils, CRP and CPIS were significantly lower after treatment than before in the both groups. The concentration of PCT was decreased after treatment than before [(0.5 ± 0.9) mg/L vs. (1.7 ± 0.7) mg/L]. Meanwhile, the time using antibiotics was longer in regular treatment group than in PCT-directed therapy group [(8.72±1.32) d vs. (5.17±0.72) d, t=11.96, P＜0.01], the utilization rate of antibiotics was higher (95.2 % vs. 55.2 %, χ2 = 12.41, P＜0.01) in regular treatment group. Conclusions Using PCT levels for directing treatment in elderly patients with VAP can achieve better curative effect and reduce the use of antibiotics.

Objective To investigate the prognostic value of stroke volume variation (SVV) in patients with severe sepsis after early goal-directed therapy (EGDT). Method Thirty-eight mechanically ventilated patients with severe sepsis underwent EGTD were divided into high SVV (≥10%) group and low SW (< 10%) group according to the data obtained from pulse contour continuous cardiac output (PiCCO) analysis device. The differ-enees in the rate of 28-day survival, length of ICU stay, duration of meehanical ventilation and eomplieation of in-fection between two groups of patients were compared. The rate of 28-day survival of patients was analyzed by using Kaplain-Meier survival analysis, and the relationship between SVV and mortality within 28 days was analyzed by using logistic regression model. Results In comparison with low SVV group, the rate of 28-day survival of high SVV group was signifieantly increased (87.5 % vs. 57.1%, P = 0.032), the length of ICU stay was significantly shortened (27.1±9.2) vs. (41.6±10.0) (P = 0. 004) and duration of mechanical ventilation was significantly more brief (20.4±7.3) vs. (28.5±8.3) (P = 0.038). The rate of cumulative survival of patients in high SVV group was higher than that in low SVV group. In addition, logistie analysis showed SW < 10% increased the risk of 28-day mortality (OR = 3.97; 95% CI 1.63 - 9.21, P = 0. 014). Conclusions The SVV can be served as a prognostic indicator in patients with severe sepsis after EGDT.

OBJECTIVE: To explore the microsurgical techniques for insular glioma without damaging its surrounding normal structures. METHODS: We retrospectively analyzed 54 patients with insular gliomas who underwent microsurgical operation by trans-syvian fissure approach between May, 2003 and August, 2008 in Xiangya Hospital. We discussed the techniques in the operation and summarized how to protect the key blood vessels, distinguish and protect the surrounding normal structures. RESULTS: There were 36 complete removals,14 secondary complete removals, and 4 partial removals.Six patients had complications after the craniotomy who had temporal speech disorder (aphasia mostly began to recover about 10 days after the craniotomy),4 patients had opposite side paralysis worsening (3 recovered normally and 1 improved after 6 months),4 had light paralysis, and another 3 had paralysis and speech disorder. CONCLUSION The microsurgery by means of trans-syvian fissure approach can well expose the anatomical relation between tumor and its surrounding structures,so that we can remove the tumor and protect the surrounding normal tissues as much as we can.
Adolescent ; Adult ; Brain Neoplasms ; pathology ; surgery ; Cerebral Cortex ; pathology ; surgery ; Female ; Glioma ; pathology ; surgery ; Humans ; Male ; Microsurgery ; methods ; Middle Aged ; Neurosurgical Procedures ; methods ; Retrospective Studies ; Young Adult

Objective To observe the effects of multidisciplinary rehabilitation on early heterotopic ossification of patients with traumatic elbow joint injury.Methods 80 work injury patients of early heterotopic ossification after traumatic elbow joint injury were randomly divided into the experiment group(42 cases) and control group(38 cases).The experiment group received multidisciplinary rehabilitation,including physical therapy,occupational therapy,physical factor therapy,traditional Chinese medicine,ward rehabilitation and vocational training.The control group was treated with pain killer and diminish inflammation medicine and median frequency electrical therapy.Range of motion(ROM) of joint and visual analogue scale(VAS) were separately assessed before and after 3 months treatment.Results After 3 months treatment,ROM and VAS of the experiment group were significantly changed compared with admission(P<0.01).The effectiveness of the experiment group was superior to that of the control group(P<0.05).After discharge,39 cases returned to primary work,3 cases changed work in the experiment group,and after 1 year follow-up,no case needed to receive operation.Conclusion In the early stage of heterotopic ossification after traumatic elbow joint injury,multidisciplinary rehabilitation can significantly relax clinical signs,improve functions and make the work injury patients return to work.