Songlin Li

Dr. Songlin Li

orcid

Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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13 December 2023 in Bioengineering
Verified
Journal Article
Open access
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SLSonglin Li
Songlin Li
XLXingyu Liu
Xingyu Liu
XCXi Chen
Xi Chen
HXHongjun Xu
Hongjun Xu
YZYiling Zhang
Yiling Zhang
Wenwei QianWenwei Qian
Wenwei Qian
Background: Accurate preoperative planning for total knee arthroplasty (TKA) is crucial. Computed tomography (CT)-based preoperative planning offers more comprehensive information and can also be used to design patient-specific instrumentation (PSI), but it requires well-reconstructed and segmented images, and the process is complex and time-consuming. This study aimed to develop an artificial intelligence (AI) preoperative planning and PSI system for TKA and to validate its time savings and accuracy in clinical applications. Methods: The 3D-UNet and modified HRNet neural network structures were used to develop the AI preoperative planning and PSI system (AIJOINT). Forty-two patients who were scheduled for TKA underwent both AI and manual CT processing and planning for component sizing, 20 of whom had their PSIs designed and applied intraoperatively. The time consumed and the size and orientation of the postoperative component were recorded. Results: The Dice similarity coefficient (DSC) and loss function indicated excellent performance of the neural network structure in CT image segmentation. AIJOINT was faster than conventional methods for CT segmentation (3.74 ± 0.82 vs. 128.88 ± 17.31 min, p < 0.05) and PSI design (35.10 ± 3.98 vs. 159.52 ± 17.14 min, p < 0.05) without increasing the time for size planning. The accuracy of AIJOINT in planning the size of both femoral and tibial components was 92.9%, while the accuracy of the conventional method in planning the size of the femoral and tibial components was 42.9% and 47.6%, respectively (p < 0.05). In addition, AI-based PSI improved the accuracy of the hip–knee–ankle angle and reduced postoperative blood loss (p < 0.05). Conclusion: AIJOINT significantly reduces the time needed for CT processing and PSI design without increasing the time for size planning, accurately predicts the component size, and improves the accuracy of lower limb alignment in TKA patients, providing a meaningful supplement to the application of AI in orthopaedics.

Verified
Journal Article
Open access
PDF file
YYYang Yu
Yang Yu
QLQunshan Lu
Qunshan Lu
SLSonglin Li
Songlin Li
MLMingxing Liu
Mingxing Liu
HSHouyi Sun
Houyi Sun
PLPeilai Liu
Peilai Liu
Background: To investigate the efficacy and safety of autologous micro-fragmented adipose tissue (MF-AT) for improving joint function and cartilage repair in patients with knee osteoarthritis. Methods: From March 2019 to December 2020, 20 subjects (40 knees) between 50 and 65 years old suffering from knee osteoarthritis were enrolled in the study and administered a single injection of autologous MF-A. The data of all patients were prospectively collected. The Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), knee society score (KSS), hospital for special surgery (HSS) score, visual analogue score (VAS) pain score, changes in cartilage Recht grade on magnetic resonance imaging (MRI) and adverse events were analyzed before and 3, 6, 9, 12 and 18 months after injection. Results: The WOMAC, VAS, KSS and HSS scores at 3, 6, 9, 12 and 18 months after injection were improved compared with those before injection (p < 0.05). There was no significant difference in WOMAC scores between 9 and 12 months after injection (p > 0.05), but the WOMAC score 18 months after injection was worse than that at the last follow-up (p < 0.05). The VAS, KSS and HSS scores 9, 12 and 18 months after injection were worse than those at the last follow-up (p < 0.05). The Recht score improvement rate was 25%. No adverse events occurred during the follow-up. Conclusions: Autologous MF-AT improves knee function and relieves pain with no adverse events. However, the improved knee function was not sustained, with the best results occurring 9–12 months after injection and the cartilage regeneration remaining to be investigated.

1 March 2023 in International Journal of Surgery
Verified
Journal Article
Open access
XCXi Chen
Xi Chen
HLHairui Li
Hairui Li
SLSonglin Li
Songlin Li
YWYiou Wang
Yiou Wang
RMRuichen Ma
Ruichen Ma
JLJian Li
Jian Li
Background: Controversy remains over the choice of anaesthetic technique for patients undergoing surgery for hip fracture. Aim: The aim was to compare the risk of complication of neuraxial anaesthesia with that of general anaesthesia in patients undergoing hip fracture surgery. Methods: This systematic review was performed according to Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines and was registered at PROSPERO (CRD42022337384). The study included eligible randomised controlled trials published before February 2022. Data synthesis was performed to compare the differences between general and neuraxial anaesthesia. Meta-regression analysis was performed to investigate the influence of the publication year. A subgroup analysis was performed based on patient age and the anaesthetic technique used. A grading of recommendations, assessment, development and evaluations assessment was performed to assess the quality of each outcome. Results: Twenty randomised controlled trials and 4802 patients were included. Data synthesis revealed significant higher risk of acute kidney injury in the general anaesthesia group (P=0.01). There were no significant differences between the two techniques in postoperative short-term mortality (P=0.34), delirium (P=0.40), postoperative nausea and vomiting (P=0.40), cardiac infarction (P=0.31), acute heart failure (P=0.34), pulmonary embolism (P=0.24) and pneumonia (P=0.15). Subgroup analysis based on patient age and use of sedative medication did not reveal any significant differences. Meta-regression analysis of the publication year versus each adverse event revealed no statistically significant differences. Conclusion: A significantly higher risk of postoperative acute kidney injury was found in patients receiving general anaesthesia. This study revealed no significant differences in terms of postoperative mortality and other complications between general and neuraxial anaesthesia. The results were consistent across the age groups.

11 March 2020 in Orthopaedic Surgery
Verified
Journal Article
Open access
PDF file
SLSonglin Li
Songlin Li
QLQunshan Lu
Qunshan Lu
XGXingzhi Guo
Xingzhi Guo
MZMeng Zhang
Meng Zhang
ZMZhuang Miao
Zhuang Miao
PLPeilai Liu
Peilai Liu
Objective: To investigate whether intravenous combined with topical administration of tranexamic acid (TXA) is superior to intravenous administration alone in terms of blood loss, incision complications, functional recovery, and pain relief in high tibial osteotomy (HTO).Methods: Clinical data of patients with knee osteoarthritis (OA) treated with unilateral HTO were retrospectively reviewed. The patients were grouped according to the TXA administration method, with 24 patients in the combined group and 21 in the solo group. In the combined group, 100 mL saline containing 1 g TXA was intravenously administered before application of a tourniquet, and 20 mL saline containing 2 g TXA was injected through a drainage tube after closure of the incision. Alternatively, 100 mL of saline containing 1 g TXA was intravenously administered before application of a tourniquet in the solo group. The blood loss and adverse events were compared between the two groups.Results: All patients were followed for more than half a year. The drainage volume on the first day and total blood loss on the second day after surgery in the combined and single treatment groups were 130.06 ± 29.22 and 165.35 ± 43.08 mL (P < 0.05), respectively, and 327.17 ± 64.26 and 385.45 ± 63.31 mL (P < 0.05). There were no blood transfusions in either group. One case of delayed incision healing was observed in the solo group, and no such event occurred in the combined group. There were no significant differences between the two groups in terms of the following factors: the activated partial thromboplastin time (APTT) and prothrombin time (PT); levels of fibrinogen (FIB) and D‐dimer on the second day after surgery; numbers of hospitalization days and thromboembolism events; and knee joint function and visual analog score 6 months after surgery.Conclusion: Intravenous combined with topical TXA administration in HTO is superior to intravenous administration alone for reducing postoperative blood loss and drainage volume without thromboembolic complications. However, even with only intravenous TXA administration, no cases of blood transfusion and only 1 case of incision complication occurred. At the same time, the combined use of TXA did not improve the recovery of knee joint function and pain relief after HTO.

7 May 2022 in Orthopaedic Surgery
Verified
Journal Article
Open access
XCXi Chen
Xi Chen
YWYiou Wang
Yiou Wang
RMRuichen Ma
Ruichen Ma
HPHuiming Peng
Huiming Peng
SZShibai Zhu
Shibai Zhu
Wenwei QianWenwei Qian
Wenwei Qian
Objective: This study aims to compare the accuracy of CT‐based preoperative planning with that of acetate templating in predicting implant size, neck length, and neck cut length, and to evaluate the reproducibility of the two methods.Methods: This prospective study was conducted between August 2020 and March 2021. Patients who underwent elective primary total hip arthroplasty by a single surgeon were assessed for eligibility. The included patients underwent both acetate templating and CT‐based planning by two observers after the operation. Each observer conducted both acetate templating and CT‐based planning twice for each case. The outcome measures included the following: (1) the accuracy of surgical planning in predicting implant size, calcar length, and neck length, which was defined as the difference between the planned size and length and the actual size and length; (2) reproducibility of the two planning techniques, which were assessed by inter‐observer and intra‐observer reliability analysis; (3) the influence of potential confounding factors on planning accuracy, which was evaluated using generalized estimating equations.Results: A total of 57 cases were included in the study. CT‐based planning was more accurate than acetate templating for predicting cup size (93% vs 79%, p < 0.001) and stem size (93% vs 75%, p < 0.001). When assessed by mean absolute difference, the comparison between acetate templating and CT‐based planning was 4.28 mm vs 3.74 mm (p = 0.122) in predicting neck length and 3.05 mm vs 2.93 mm (p = 0.731) in predicting neck cut length. In the inter‐observer reliability analysis, an intraclass correlation coefficient (ICC) of 0.790 was achieved for predicting cup size, and an ICC of 0.966 was achieved for predicting stem size using CT‐based planning. In terms of intra‐observer reliability, Observer 1 achieved an ICC of 0.803 for predicting cup size and 0.965 for predicting stem size in CT‐based planning. Observer 2 achieved ICC values of 0.727 and 0.959 for predicting cup and stem sizes, respectively. The average planning time was 6.48 ± 1.55 min for CT‐based planning and 6.12 ± 1.40 min for acetate templating (p = 0.015).Conclusion: The CT‐based planning system is more accurate than acetate templating for predicting implant size and has good reproducibility in total hip arthroplasty.

1 December 2022 in Orthopaedic Surgery
Verified
Journal Article
Open access
RMRuichen Ma
Ruichen Ma
XCXi Chen
Xi Chen
HLHaolin Li
Haolin Li
YWYiou Wang
Yiou Wang
SLSonglin Li
Songlin Li
Wenwei QianWenwei Qian
Wenwei Qian
Objectives: Mechanical alignment (MA)‐total knee arthroplasty (TKA) has been challenged due to the excessive soft tissue release and the evidence of the clinical outcomes of computer assisted navigation is still limited. The aim of this ambispective cohort study was to: (i) investigate whether computer assisted navigation is capable to achieve restricted kinematic alignment (rKA)‐TKA; and (ii) compare the short‐term outcomes between rKA‐TKA and MA‐TKA.Methods: We retrospectively included 41 patients diagnosed with osteoarthritis who received MA‐TKA between April 2019 and January 2021 and 43 patients diagnosed with osteoarthritis who received rKA‐TKA were included in the prospective cohort from January 2021 to September 2021. Demographical, peri‐operative, and radiological data were collected and compared. Unpaired two‐sample t‐test for continuous variables and χ2 test for categorical variables were used to compare various measurements in two groups. The patient‐reported outcome measures at baseline, 10 days (T1), and 6 months (T6) after surgery were statistically analyzed by generalized estimating equation (GEE) models.Results: Fourty‐one patients (45 knees) and 43 patients (48 knees) were included in the MA and the rKA group respectively. Three constitutional knee phenotypes (II, I, IV) were the commonest in our population. Navigation improved the surgical accuracy (1.5° vs 3.5°, p < 0.001) and precision (interquartile range 4.0 vs 2.0, p < 0.001) in the rKA group than the MA group. The changes in Knee Injury and Osteoarthritis Outcome Score 12 (KOOS12), EuroQol five‐dimension questionnaire (EQ5D) from baseline to T1 and T6 for patients with on‐target rKA were larger than on‐target MA counterparts (26.053 vs 18.607, P < 0.001(KOOS12, T1), 0.457 vs 0.367 p < 0.001(EQ5D, T1); 51.017 vs 46.896, P = 0.023(KOOS12, T6), 0.606 vs 0.565, P = 0.01(EQ5D, T6)). Patients with on‐target rKA had better Forgotten Joint Score (FJS) at T1 (54.126 vs 40.965, P = 0.002) compared with on‐target MA counterparts.Conclusions: Computer assisted navigation achieved the level of accuracy required by rKA‐TKA. rKA‐TKA offered significantly better short‐term outcomes than MA‐TKA.