Patient satisfaction analysis of robot-assisted minimally invasive adrenalectomy: a single-center retrospective study.

The objective of this study is to compare the satisfaction of patients undergoing robot-assisted retroperitoneal laparoscopy adrenalectomy under the ambulatory mode and conventional mode. Basic information and clinical data of patients who underwent robotic-assisted posterior laparoscopic adrenalectomy between June 2020 and June 2023 were queried from our case system. The Outpatient and Ambulatory Surgery Consumer Assessment of Healthcare Providers and Systems Survey (OAS CAHPS®) was used to investigate patient satisfaction with preoperative preparation, discharge counseling, postoperative instructions, postoperative pain, and satisfaction with nursing work. The stats R package was used to select the appropriate statistic for the statistics based on the characteristics of the data. A total of 311 patients who underwent robot-assisted posterior laparoscopic adrenalectomy were enrolled in our case system. There were no statistical differences between the two groups in gender, age, body mass index, ASA classification, laterality, maximum tumor diameter, type of resection, hormonal activity, disease type, pathological classification, duration of surgery, estimated intraoperative bleeding, postoperative complications and follow-up period that were compared between the two groups of patients. There were no significant differences in preoperative preparation score, discharge counseling score, postoperative guidance score and nursing care satisfaction score (P > 0.05). Postoperative hospitalization, peristalsis time, defecation time, time to first postoperative mobilization, duration of indwelling drain and hospitalization costs in patients in the ambulatory model group were significantly less than patients in the conventional model group (P < 0.001). Patients in the ambulatory model group had significantly higher postoperative pain relief scores than patients in the conventional model group. In conclusion, our data suggest that patient satisfaction is equal between the conventional and ambulatory mode of performing robotic-assisted adrenalectomy. Patient satisfaction was probably associated with shorter hospitalization days, adequate preoperative preparation and standardized, high-quality post-discharge information and guidance.

Association between congenital hypothyroidism and in-hospital adverse outcomes in very low birth weight infants / 中华儿科杂志

Objective: To investigate the association between congenital hypothyroidism (CH) and the adverse outcomes during hospitalization in very low birth weight infants (VLBWI). Methods: This prospective, multicenter observational cohort study was conducted based on the data from the Sino-northern Neonatal Network (SNN). Data of 5 818 VLBWI with birth weight <1 500 g and gestational age between 24-<37 weeks that were admitted to the 37 neonatal intensive care units from January 1st, 2019 to December 31st, 2022 were collected and analyzed. Thyroid function was first screened at 7 to 10 days after birth, followed by weekly tests within the first 4 weeks, and retested at 36 weeks of corrected gestational age or before discharge. The VLBWI were assigned to the CH group or non-CH group. Chi-square test, Fisher exact probability method, Wilcoxon rank sum test, univariate and multivariate Logistic regression were used to analyze the relationship between CH and poor prognosis during hospitalization in VLBWI. Results: A total of 5 818 eligible VLBWI were enrolled, with 2 982 (51.3%) males and the gestational age of 30 (29, 31) weeks. The incidence of CH was 5.5% (319 VLBWI). Among the CH group, only 121 VLBWI (37.9%) were diagnosed at the first screening. Univariate Logistic regression analysis showed that CH was associated with increased incidence of extrauterine growth retardation (EUGR) (OR=1.31(1.04-1.64), P<0.05) and retinopathy of prematurity (ROP) of stage Ⅲ and above (OR=1.74(1.11-2.75), P<0.05). However, multivariate Logistic regression analysis showed no significant correlation between CH and EUGR, moderate to severe bronchopulmonary dysplasia, grade Ⅲ to Ⅳ intraventricular hemorrhage, neonatal necrotizing enterocolitis in stage Ⅱ or above, and ROP in stage Ⅲ or above (OR=1.04 (0.81-1.33), 0.79 (0.54-1.15), 1.15 (0.58-2.26), 1.43 (0.81-2.53), 1.12 (0.70-1.80), all P>0.05). Conclusion: There is no significant correlation between CH and in-hospital adverse outcomes, possibly due to timely diagnosis and active replacement therapy.

A Rare Cause of Chronic Flexor Tenosynovitis of the Finger.

Cat scratch disease (CSD) is an uncommon condition. When a patient is infected, the disease is often self-limiting. Cat scratch disease involving the musculoskeletal system had been described, but the manifestation of the disease in hand remained unexplored. We report a case of chronic flexor tenosynovitis of the left index finger caused by cat scratch disease. In this case, the antibiotic treatment did not improve the clinical outcome. However, surgical debridement of the diseased finger resulted in a tremendous improvement in terms of pain and range of motion.

Experimental demonstration of a skyrmion-enhanced strain-mediated physical reservoir computing system.

Physical reservoirs holding intrinsic nonlinearity, high dimensionality, and memory effects have attracted considerable interest regarding solving complex tasks efficiently. Particularly, spintronic and strain-mediated electronic physical reservoirs are appealing due to their high speed, multi-parameter fusion and low power consumption. Here, we experimentally realize a skyrmion-enhanced strain-mediated physical reservoir in a multiferroic heterostructure of Pt/Co/Gd multilayers on (001)-oriented 0.7PbMg1/3Nb2/3O3-0.3PbTiO3 (PMN-PT). The enhancement is coming from the fusion of magnetic skyrmions and electro resistivity tuned by strain simultaneously. The functionality of the strain-mediated RC system is successfully achieved via a sequential waveform classification task with the recognition rate of 99.3% for the last waveform, and a Mackey-Glass time series prediction task with normalized root mean square error (NRMSE) of 0.2 for a 20-step prediction. Our work lays the foundations for low-power neuromorphic computing systems with magneto-electro-ferroelastic tunability, representing a further step towards developing future strain-mediated spintronic applications.

Spring irrigation with magnetized water affects soil water-salt distribution, emergence, growth, and photosynthetic characteristics of cotton seedlings in Southern Xinjiang, China.

BACKGROUND: Spring irrigation with freshwater is widely used to reduce soil salinity and increase the soil water content in arid areas. However, this approach requires a huge amount of freshwater, which is problematic given limited freshwater resources. Utilizing brackish water for spring irrigation in combination with magnetized water technology may be a promising alternative strategy. RESULTS: The objective of this study was to evaluate the effects of four spring irrigation methods (freshwater spring irrigation (FS), magnetized freshwater spring irrigation (MFS), brackish water spring irrigation (BS), and magnetized brackish water spring irrigation (MBS)) on soil water and salt distribution, emergence, growth, and photosynthetic characteristics of cotton seedlings. The results showed that for both freshwater and brackish water, magnetized water irrigation can increase the soil water content for improved desalination effect of irrigation water. Additionally, spring irrigation with magnetized water promoted cotton emergence and seedling growth. Compared with FS treatment, cotton finial emergence rate, emergence index, vigor index, plant height, stem diameter, and leaf area index of MFS treatment increased by 6.25, 7.19, 12.98, 15.60, 8.91, and 20.57%, respectively. Compared with BS treatment, cotton finial emergence rate, emergence index, vigor index, plant height, stem diameter, and leaf area index of MBS treatment increased by 27.78, 39.83, 74.79, 26.40, 14.01, and 57.22%, respectively. Interestingly, we found that spring irrigation with magnetized water can increase the chlorophyll content and net photosynthetic rate of cotton seedlings. The rectangular hyperbolic model (RHM), non-rectangular hyperbolic model (NRHM), exponential model (EM), and modified rectangular hyperbolic model (MRHM) were used to fit and compare the cotton light response curve, and MRHM was determined to be the optimal model to fit the data. This model was used to calculate the photosynthetic parameters of cotton. Compared with FS treatment, the net photosynthetic rate (Pnmax), dark respiration rate (Rd), light compensation point (Ic), light saturation point (Isat), and the range of available light intensity (ΔI) of MFS were increased by 5.18, 3.41, 3.18, 2.29 and 2.19%, respectively. Compared with BS treatment, the Pnmax, Rd, Ic, Isat and ΔI of MBS were increased by 26.44, 29.48, 30.05, 5.13, and 2.27%, respectively. CONCLUSION: The results show that spring irrigation with magnetized brackish water may be a feasible method to reduce soil salt and increase soil water content when freshwater resources are insufficient.

Quality evaluation of Compound Cheqian Tablets based on UPLC-Q-TOF-MS/MS, network pharmacology and "double external standards" QAMS / 中国中药杂志

The Compound Cheqian Tablets are derived from Cheqian Power in Comprehensive Recording of Divine Assistance, and they are made by modern technology with the combination of Plantago asiatica and Coptis chinensis. To investigate the material basis of Compound Cheqian Tablets in the treatment of diabetic nephropathy, in this study, the chemical components of Compound Cheqian Tablets were characterized and analyzed by UPLC-Q-TOF-MS/MS, and a total of 48 chemical components were identified. The identified chemical compounds were analyzed by network pharmacology. By validating with previous literature, six bioactive compounds including acteoside, isoacteoside, coptisine, magnoflorine, palmatine, and berberine were confirmed as the index components for qua-lity evaluation. Furthermore, the content of the six components in the Compound Cheqian Tablets was determined by the "double external standards" quantitative analysis of multi-components by single marker(QAMS), and the relative correction factor of isoacteoside was calculated as 1.118 by using acteoside as the control; the relative correction factors of magnoflorine, palmatine, and berberine were calculated as 0.729, 1.065, and 1.126, respectively, by using coptisine as the control, indicating that the established method had excellent stability under different conditions. The results obtained by the "double external standards" QAMS approximated those obtained by the external standard method. This study qualitatively characterized the chemical components in the Compound Cheqian Tablets by applying UPLC-Q-TOF-MS/MS and screened the pharmacodynamic substance basis for the treatment of diabetic nephropathy via network pharmacology, and primary pharmacodynamic substance groups were quantitatively analyzed by the "double external stan-dards" QAMS method, which provided a scientific basis for clarifying the pharmacodynamic substance basis and quality control of Compound Cheqian Tablets.

Current status of animal models of cataract classified by etiology / 国际眼科杂志(Guoji Yanke Zazhi)

Cataract is one of the major causes of vision loss and even blindness in patients, and surgery is the only effective method to treat it. The pathogenesis and precaution of cataract remain hot issues in ophthalmological research. With the maturation of biotechnology in recent years, modeling methods and species of experimental animals have become more diverse, which are still the mainstay of cataract mechanism research. However, the ideal animal model of cataract has yet to be constructed due to the complexity of human cataract etiology. Herein, the modeling principles, in vivo or in vitro modeling methods, characteristics, and existing problems of animal models of cataract are summarized according to etiology, providing the theoretical foundation for the construction of a comprehensive animal model that more closely resembles the human cataract.

Severe COVID-19 complicated with mild encephalitis/encephalopathy with reversible splenial lesion of the corpus callosum: a case report / 中华神经科杂志

Since the global COVID-19 pandemic, SARS-CoV-2 infection, which causes COVID-19, has been associated with a range of diseases whose atypical manifestations have been increasingly reported. The mild encephalitis or encephalopathy associated with reversible corpus callosum lesions or mild encephalitis/encephalopathy with reversible splenial lesion (MERS) is a rare clinical and radiographic syndrome. At present, the pathogenesis of MERS caused by COVID-19 is still unclear, and its pathogenesis may include hypoxic damage, inflammatory response, immune disorders, changes in osmotic pressure, excitatory amino acid toxicity, oxidative stress and functional abnormalities of renin-angiotensin system. This paper reports a case of severe COVID-19 complicated with MERS, and discusses the pathogenesis from a pathophysiological point of view.

Spontaneous intracranial hypotension caused by high-flow spinal cerebrospinal fluid leaks: analysis of 6 patients / 中华神经科杂志

Objective:To analyze the clinical features of 6 patients with spontaneous intracranial hypotension caused by high-flow spinal cerebrospinal fluid leaks.Methods:The clinical characteristics, auxiliary examinations, treatment, and outcomes in 6 patients of spontaneous intracranial hypotension caused by high-flow spinal cerebrospinal fluid leaks enrolled in the Xuanwu Hospital, Capital Medical University from February 2021 to April 2022 were retrospectively reviewed.Results:All the 6 patients had orthostatic headaches. Brain magnetic resonance imaging showed dural enhancement and brain sagging and magnetic resonance myelography showed longitudinal extradural collection in all the patients. The high-flow spinal cerebrospinal fluid leaks were demonstrated in upper thoracic segments by the dynamic myelography. The headache disappeared after conservative treatment in 2 patients and treatment with targeted epidural blood patch in 4 patients.Conclusions:The diagnosis of spontaneous intracranial hypotension caused by high-flow spinal cerebrospinal fluid leaks with typical orthostatic headache and brain magnetic resonance imaging and myelography findings is not difficult. However, the localization of the site of high-flow spinal cerebrospinal fluid leaks in spontaneous intracranial hypotension depends on the dynamic myelography. Targeted epidural blood patch is effective, but conservative treatment does not always work.

Survey on knowledge of asthma diagnosis and management among general practitioners in community health centers in Shanghai and analysis on relative factors / 中华全科医师杂志

Objective:To survey the knowledge levels about diagnosis and management of asthma among general practitioners in community health centers in Shanghai and to analyze influencing factors.Methods:A questionnaire survey was conducted from May to June 2022 among general practitioners from 80 community health care centers in Shanghai. The questionnaire contained the basic information of the responders; knowledge about the diagnosis of asthma (symptoms, diagnostic methods, interpretation of bronchodilation and fractional exhaled nitric oxide, FeNO tests); and treatment of asthma (choosing and usage of therapeutic drugs). Logistic regression was used to analyze.Results:A total 324 general practitioners completed the questionnaire survey. Among them 221 (68.21%) had bachelor degree; 200 (61.73%) were attending doctors; the median working duration was 11 years; 174 (53.70%) had training on asthma knowledge in last 3 years. The survey results showed that 55 (16.98%) responders misinterpreted results of bronchodilation test, and 90(5.86%)misinterpreted results of FeNO test for diagnosis of asthma; 244 responders (75.31%) suspected implication of long-term cough for diagnosis of asthma; 277(85.49%)would order bronchodilation text to suspected patients; 273(84.26%)prescribed inhaled corticosteroid plus long-acting beta-2 agonist to asthma patients. For mild asthma patients, 144 responders(44.44%)suggested to use budesonide formoterol as needed; for moderate to severe asthma, 174(53.70%)suggested to use budesonide formoterol regularly and as needed, 100(30.86%)suggested to use salmeterol fluticasone regularly and salbutamol as needed. Logistic analysis showed that longer working duration was correlated with higher misinterpretation rate of bronchodilation and FeNO tests( OR=0.798,95% CI:0.694-0.918, P=0.002; OR=0.859,95% CI:0.739-0.998, P=0.047). The accuracy rate of all the questions was significantly higher in general practitioners who had training on asthma knowledge than those who didn′t receive training in last 3 years(all P<0.05). Conclusions:Most general practitioners in community health service centers in Shanghai have relatively high levels of knowledge about diagnosis and treatment of asthma. Years of work experience and training experience can affect the levels of asthma knowledge among community general practitioners.

Therapeutic effect of small extracellular vesicles derived from mesenchymal stem cells on retinal light injury and its mechanism / 中华实验眼科杂志

Objective:To investigate the effect of small extracellular vesicles (sEVs) derived from mesenchymal stem cells (MSCs) in mouse model of retinal light injury and the possible mechanism.Methods:Human umbilical cord derived MSCs were identified by flow cytometry.Supernatants of passage 3-5 MSCs were collected.sEVs were harvested by ultracentrifugation and were identified by transmission electron microscopy.Sixty-five healthy female SPF-grade BALB/c mice aged 8-10 weeks were randomly divided into normal group (17 mice), phosphate buffered saline (PBS) group (24 mice) and sEVs group (24 mice). Mice in PBS and sEVs groups were intravitreally injected with 2 μl of PBS and sEVs, respectively, and were exposed to 930 lx blue light for 6 hours.No intervention was administered to the normal group.Three days after lighting, mice retinal structure was observed by hematoxylin-eosin staining.Apoptotic retinal cells were detected by terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL). Retinal function was tested by electroretinogram.Differentially expressed mRNAs between PBS group and sEVs group were assayed by mRNA transcriptome sequencing and were analyzed through KEGG cluster analysis.The differential mRNAs were verified via real-time quantitative PCR.The study protocol was approved by the Animal Ethics Committee of Tianjin Medical University Eye Hospital (No.TJYY20201221035).Results:MSCs were positive for CD90 and CD105, negative for CD34 and CD45.The extracted MSC-sEVs showed a bilayer membrane vesicle with a diameter of 80-140 nm.Hematoxylin-eosin staining showed the arrangement of photoreceptor nuclei was disordered in outer nuclear layer in PBS group.The disorder of photoreceptor nuclei arrangement of sEVs group was slighter than that of PBS group.The apoptotic cell number of sEVs group was (14.60±4.04)/visual field, which was lower than (24.00±8.52)/visual field of PBS group, with a statistically significant difference ( t=2.37, P<0.05). The a-wave amplitude of sEVs group was (64.38±16.70)μV, which was higher than (16.78±6.37) μV of PBS group, showing a statistically significant difference ( P<0.05). The b-wave amplitudes of PBS and sEVs groups were (132.40±39.41) μV and (154.86±34.08) μV, respectively, which were lower than (338.38±27.41) μV of normal group, and the differences were statistically significant (both at P<0.05). A total of 110 differentially expressed mRNAs were detected.There were 109 downregulated mRNAs in sEVs group.Differentially expressed mRNAs were mainly inflammation- and immune-related pathways.PCR showed that the expression level of C-C motif chemokine ligand 2, C-C motif chemokine receptor 2, leukotriene B4, leukocyte Ig-like receptor A6 and interleukin-1β in sEVs group were significantly decreased in comparison with PBS group (all at P<0.05). Conclusions:MSC-sEVs can ameliorate blue light-induced retinal structural and functional damage.The protective effect may be achieved through inhibiting inflammatory response.

Mechanism and experimental verification of jiawei duhuo jisheng mixture in treatment of knee osteoarthritis based on network pharmacology / 中国药理学通报

Aim To explore and verify the possible mechanism of Jiawei Duhuo Jisheng Mixture(JDJM)in the treatment on Knee Osteoarthritis(KOA)via using network pharmacology and animal experiment. Methods The ingredients of JDJM and relevant targets were collected from TCMSP and BATMAN-TCM database. The KOA-related targets were collected from GeneCard, OMIM and GEO databases. The common targets were acquired by intersecting ingredients-related and KOA-related targets, and then the Ingredient-Disease-Target Network and PPI network were constructed by Cytoscape 3.7.2 software and STRING platform. GO and KEGG enrichment analysis were performed based on Metascape database. Finally, the key targets and relevant mechanism were validated via animal experiment. Results In the network pharmacology study, 180 active ingredients related to treatment on KOA by JDJM were collected, and 152 common targets were confirmed. PPI network analysis showed that AKT1 might be the key targets of JDJM in the treatment on KOA. GO and KEGG enrichment analysis revealed that the key target mainly concentrated on inflammatory response and apoptosis. Animal experiment confirmed that JDJM could improve lesion in KOA rabbits, and suppress the expression levels of IL-1β, TNF-α, Caspase 3 and BAX in serum and articular fluid. AKT1 expression(including mRNA and protein)in articular cartilage was also down-regulated. Conclusions Based on the results of network pharmacology and animal experiment, JDJM may relieve KOA severity by anti-inflammatory and anti-apoptotic effects through a variety of molecular signaling pathways.

Membrane anatomy in right colon cancer: definition and identification of mesocolic completeness / 中华胃肠外科杂志

Complete mesocolic excision (CME) and D3 resection of right colon cancer have been widely implemented, but the definition and identification of the completeness of the mesentery have not been fully agreed, especially the dorsal and medial borders. In this paper, we proposed the dorsal fascia of the colonic mesentery as the dorsal border of the mesocolon and the line connecting the roots of the ileocolic artery and the middle colic artery (ICA-MCA line) as the medial border of the CME by systematically studying the relationship between the mesentery and the mesenteric bed from the theory of membrane anatomy, combined with surgical experience and in-depth review of ontogenetic anatomy. We also proposed the visible "superior mesenteric vein notch" and "middle colic artery triangle" on surgical specimens as identifiers of mesocolic completeness.

Experimental demonstration of skyrmionic magnetic tunnel junction at room temperature.

Chiral magnetic skyrmions are topological swirling spin textures that hold promise for future information technology. The electrical nucleation and motion of skyrmions have been experimentally demonstrated in the last decade, while electrical detection compatible with semiconductor processes has not been achieved, and this is considered one of the most crucial gaps regarding the use of skyrmions in real applications. Here, we report the direct observation of nanoscale skyrmions in CoFeB/MgO-based magnetic tunnel junction devices at room temperature. High-resolution magnetic force microscopy imaging and tunneling magnetoresistance measurements are used to illustrate the electrical detection of skyrmions, which are stabilized under the cooperation of interfacial Dzyaloshinskii-Moriya interaction, perpendicular magnetic anisotropy, and dipolar stray field. This skyrmionic magnetic tunnel junction shows a stable nonlinear multilevel resistance thanks to its topological nature and tunable density of skyrmions under current pulse excitation. These features provide important perspectives for spintronics to realize high-density memory and neuromorphic computing.

CRISPR FISHer enables high-sensitivity imaging of nonrepetitive DNA in living cells through phase separation-mediated signal amplification.

The dynamic three-dimensional structures of chromatin and extrachromosomal DNA molecules regulate fundamental cellular processes and beyond. However, the visualization of specific DNA sequences in live cells, especially nonrepetitive sequences accounting for most of the genome, is still vastly challenging. Here, we introduce a robust CRISPR-mediated fluorescence in situ hybridization amplifier (CRISPR FISHer) system, which exploits engineered sgRNA and protein trimerization domain-mediated, phase separation-based exponential assembly of fluorescent proteins in the CRISPR-targeting locus, conferring enhancements in both local brightness and signal-to-background ratio and thus achieving single sgRNA-directed visualization of native nonrepetitive DNA loci in live cells. In one application, by labeling and tracking the broken ends of chromosomal fragments, CRISPR FISHer enables real-time visualization of the entire process of chromosome breakage, separation, and subsequent intra- or inter-chromosomal ends rejoining in a single live cell. Furthermore, CRISPR FISHer allows the movement of small extrachromosomal circular DNAs (eccDNAs) and invading DNAs to be recorded, revealing substantial differences in dynamic behaviors between chromosomal and extrachromosomal loci. With the potential to track any specified self or non-self DNA sequences, CRISPR FISHer dramatically broadens the scope of live-cell imaging in biological events and for biomedical diagnoses.

Molecular dynamics simulation on the Thermosinus carboxydivorans pfl ZTP riboswitch by ligand binding.

Riboswitches are RNA molecules that can regulate gene expression which is affected by ligand-binding during cotranscriptional folding process. However, the role of ligand during the folding is still unclear. In this study, the pfl domain of Thermosinus carboxydivorans ZTP riboswitch was discussed. The ligand is molecule ZMP. We mainly analyzed the change of ZMP-free and ZMP-bound aptamer domain by the dynamics simulation method. Structural features by calculating their RMSD, RMSF, etc. are analyzed. The results demonstrate that the binding domain require the presence of ZMP to maintain a stable fold. It also suggested that ZMP specificly binding to ZTP can generate more hydrogen bonds in the binding domain. Through the calculation of binding free energy decomposition of each nucleotide, molecule ZMP was found to promote the recognition and binding process of ligands by controlling some special nucleotides in the process of ligand binding. At last, the dynamical correlation and components of conformational motions were both applied to explore the effect of molecule ZMP to ZTP riboswitch. In general, ZMP can effectively affect the motions of the pfl riboswitch and facilitate the folding process of the ZTP riboswitch.These results may provide some new ideas for structural changes in riboswitches and their cotranscriptional folding process.

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations.

Deep learning has an increasing impact to assist research, allowing, for example, the discovery of novel materials. Until now, however, these artificial intelligence techniques have fallen short of discovering the full differential equation of an experimental physical system. Here we show that a dynamical neural network, trained on a minimal amount of data, can predict the behavior of spintronic devices with high accuracy and an extremely efficient simulation time, compared to the micromagnetic simulations that are usually employed to model them. For this purpose, we re-frame the formalism of Neural Ordinary Differential Equations to the constraints of spintronics: few measured outputs, multiple inputs and internal parameters. We demonstrate with Neural Ordinary Differential Equations an acceleration factor over 200 compared to micromagnetic simulations for a complex problem - the simulation of a reservoir computer made of magnetic skyrmions (20 minutes compared to three days). In a second realization, we show that we can predict the noisy response of experimental spintronic nano-oscillators to varying inputs after training Neural Ordinary Differential Equations on five milliseconds of their measured response to a different set of inputs. Neural Ordinary Differential Equations can therefore constitute a disruptive tool for developing spintronic applications in complement to micromagnetic simulations, which are time-consuming and cannot fit experiments when noise or imperfections are present. Our approach can also be generalized to other electronic devices involving dynamics.