{"data":[{"deliveredAt":"2026-10-01T09:00:01.508721Z","eventId":"public_event_e6ba477269b5cb82db62","id":"f8f7c4dc0e12f618b79ba39f","locale":"en","media":{"alt":"AI-generated editorial illustration: Fine-Tuning NVIDIA Nemotron for Saudi Arabic Dialects, with a Path to Other Languages","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_5a7f84de053605cb623e"},"oneSentenceContribution":"This NVIDIA tutorial adapts a Cache-Aware FastConformer-RNNT multilingual streaming ASR model to Najdi and Hijazi Saudi dialects using minimal curation of SADA 2022 (retaining 103,559 of 125,490 utterances, 133.7 hours, 82.5%), a weighted replay mix of 90% Saudi speech with 7% English and 3% Arabic FLEURS, and duration bucketing, training for 12,000 steps in about 4.5 hours on two GPUs, which lowers Najdi+Hijazi test WER from 55.05% to 29.96% and CER from 31.63% to 12.18%, full SADA WER from 58.84% to 35.61%, while FLEURS English WER falls from 11.04% to 10.42% and Arabic WER from 12.67% to 11.41%; it also compares encoder unfreezing depths (top 6 at 33.42%, top 8 at 32.32%, all 24 layers at 29.96%) and inference-time settings ([56,13] attention context gains 1.","publishedAt":"2026-10-01T05:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"This is a hands-on tutorial with full code and numeric comparisons, and its value lies in reusable method details such as curation rules, replay weight declaration, bucketing configuration, unfreezing depth, and decoding trade-offs; if only the outcome matters, the WER/CER changes in the summary suffice.","verdict":"read_methods"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"NVIDIA Technical Blog","organization":"NVIDIA","relation":"supports","rights":"summary_and_link","role":"F1","url":"https://developer.nvidia.com/blog/fine-tuning-nvidia-nemotron-for-saudi-arabic-dialects-with-a-path-to-other-languages/"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T05:00:00Z","title":"NVIDIA fine-tunes Nemotron 3.5 ASR on SADA and FLEURS, cutting Saudi Najdi and Hijazi WER from 55.05% to 29.96% while English also improves slightly"},{"deliveredAt":"2026-10-01T11:35:51.937581Z","eventId":"public_event_95c5d3ee67000fca9fac","id":"f9ffc2ac76b94cff8e87b96e","locale":"en","media":{"alt":"Source-provided article image: Coronary artery calcium score-emerging role for opportunistic screening on thoracic CT and novel applications.","caption":"Coronary artery calcium (CAC) identified on contrast-enhanced and non-contrast CT in 3 patients. (A) Mild CAC in the mid left anterior descending artery (LAD) in a patient undergoing follow-up CT for metastatic breast cancer. (B) Moderate CAC in a patient undergoing non-contrast CT for the assessment of cough. (C, D) Severe CAC in the left anterior descending coronary artery, left circumflex, and right coronary artery in a patient with bilateral pleural effusions secondary to cardiac failure.","figureLabel":"Figure 1","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://europepmc.org/articles/PMC13623238/bin/tqag094f1.webp","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_04afce6638a2def5f10e"},"oneSentenceContribution":"This review synthesizes evidence on opportunistically identifying and quantifying coronary artery calcium (CAC) on thoracic CT performed for other clinical indications (routine thoracic CT, lung cancer screening CT, attenuation correction CT), reporting a pooled CAC prevalence of 52%, independent associations with all-cause mortality (pooled relative risk 2.13) and major adverse cardiovascular events (pooled relative risk 2.61), and reviewing novel applications including AI/machine learning automated scoring, radiomics, photon-counting CT, and CAC as a multi-system biomarker, while noting that no randomized trials assessing the clinical impact of this approach have yet been published.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Must read","reason":"This is a clearly structured review that integrates prevalence and prognostic evidence for opportunistic CAC screening, randomized study results, advances in AI/machine learning automated quantification, and new technologies such as photon-counting CT, while explicitly distinguishing established evidence from what still awaits randomized trial validation, making it suitable for readers who want to quickly grasp the current state and direction of this field.","verdict":"must_read"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"British Journal of Radiology","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1093/bjr/tqag094"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Coronary calcium is detectable opportunistically on thoracic CT: pooled analyses show 52% prevalence, and AI models can automate scoring and predict cardiovascular death risk"},{"deliveredAt":"2026-10-01T11:40:53.636724Z","eventId":"public_event_f063567bf2cd7d756493","id":"f5e359520590e2de2a61d50e","locale":"en","media":{"alt":"Source-provided article image: Epicardial and pericardial adipose tissue: anatomy, physiology, imaging, segmentation, and treatment effects.","caption":"Schematic illustration of the different layers from inside (endocardium) to outside (PAT).","figureLabel":"Figure 1.","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://europepmc.org/articles/PMC13623221/bin/tqaf223f1.webp","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_0c37db800d2e1fa0c005"},"oneSentenceContribution":"This review systematically examines the anatomy, physiology, and pathophysiological roles of epicardial adipose tissue (EAT) and pericardial adipose tissue (PAT), compares CT, MRI, and echocardiography for quantifying these depots, notes that deep-learning segmentation (with Dice coefficients reported from 0.82 to 0.98) improves accuracy and reproducibility, and summarizes conflicting imaging evidence on EAT's link to cardiovascular outcomes alongside findings that statins, GLP-1 receptor agonists, SGLT2 inhibitors, and lifestyle interventions can reduce EAT volume.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"For readers focused on EAT/PAT imaging quantification methods, deep-learning segmentation performance, and standardization issues, the imaging techniques and segmentation sections plus Table 1 offer directly usable modality comparisons, thresholds, and effect sizes; for those who only want the overall conclusion on EAT and cardiovascular outcomes, the abstract suffices.","verdict":"read_methods"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"British Journal of Radiology","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1093/bjr/tqaf223"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Epicardial and pericardial fat are distinguished as two functionally distinct cardiac depots, with deep-learning segmentation and standardization advancing their imaging quantification toward cardiovascular risk stratification"},{"deliveredAt":"2026-10-01T12:26:08.001055Z","eventId":"public_event_3d37e0638e1d319ce9db","id":"f2aa29b639678cca2c65053b","locale":"en","media":{"alt":"Source-provided article image: BMI-stratified predictors of recurrence after inguinal hernia repair: The role of perioperative celecoxib and dexamethasone.","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://pjps.pk/images/pjps-og-default.png","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_7d98c09c9697fcd1c445"},"oneSentenceContribution":"This retrospective study analyzed patients undergoing inguinal hernia repair between January 2021 and December 2024, using 1:1 nearest-neighbor propensity score matching to compare 280 patients who received perioperative celecoxib plus dexamethasone with 280 who did not, and found an overall one-year recurrence rate of 5.0% (28/560), an independent association between treatment and lower recurrence risk (HR=0.45, 95% CI: 0.24-0.84, P=0.011), a significant interaction with BMI (P=0.032) with a stronger association in obese patients (HR=0.32, 95% CI: 0.14-0.71) than non-obese patients (HR=0.68, 95% CI: 0.31-1.52), along with lower acute pain scores, less postoperative nausea and vomiting (P<0.001), lower chronic pain risk (aOR=0.42, 95% CI: 0.23-0.78, P=0.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"The abstract already provides the primary outcome, effect sizes and interaction result, but the reading scope here is incomplete, lacking tables, baseline characteristic details, the definition of obesity and the list of adjusted confounders; to use the conclusions for clinical decisions or study design, the methods section and full results tables should be read closely.","verdict":"read_methods"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"Pakistan Journal of Pharmaceutical Sciences","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.36721/pjps.2026.39.10.290.1"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Perioperative celecoxib plus dexamethasone after inguinal hernia repair is linked to lower one-year recurrence, with a stronger association in obese patients"},{"deliveredAt":"2026-09-30T23:47:45.190382Z","eventId":"public_event_33aabfbec1ddb69d309b","id":"f1b9333e8be4643e0baa1b60","locale":"en","media":{"alt":"Source-provided article image: Where WiFi Sensing Fails:A Reproducibility Study of CSI-IMU Substitution for Human Activity Recognition","kind":"source_original","sourceName":"OpenAlex","sourceUrl":"https://research.utwente.nl/skin/headerImage/","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_6d0d27e6a86d1428c109"},"oneSentenceContribution":"Using the Multimodal Activity Sensing Dataset (MASD; 27 activities, 20 participants), the study tests whether ambient WiFi Channel State Information (CSI) can substitute for a body-worn inertial measurement unit (IMU) in human activity recognition; the authors find that the dataset's released machine-learning-ready files expose a degraded signed CSI representation rather than the documented amplitude, so they rebuild amplitude and antenna-ratio Doppler from the raw complex CSI, recover omitted participant identifiers, and re-evaluate subject-independently under a controlled multi-seed protocol, finding WiFi systematically weak: every backbone they try reaches only 6-11% weighted accuracy on the 27-class set against 73-80% for IMU, with usable accuracy on 0 of 27 activities; the corrected r","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Must read","reason":"The paper combines a data-artifact reproducibility finding with at-scale evidence of substitution failure and releases a corrected pipeline, offering direct evaluation and reproduction value for researchers in WiFi sensing, multimodal fusion, and wearable activity recognition.","verdict":"must_read"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"University of Twente Research Information","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://research.utwente.nl/en/publications/f0691e3b-3afe-4128-bd0a-bc9b5e5228ed"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"WiFi CSI cannot substitute for wearable IMU: 6-11% weighted accuracy on 27 activities versus 73-80% for IMU"},{"deliveredAt":"2026-10-01T11:35:51.937581Z","eventId":"public_event_863617e055bec5990090","id":"eae4b5782788a7124cb66f84","locale":"en","media":{"alt":"Source-provided article image: Evaluation of AI-Generated Surgical Decision Aids for Pelvic Floor Disorders.","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://www.ovid.com//images/og_image_white.webp","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_2ecfffc88ef37494b1e0"},"oneSentenceContribution":"In this cross-sectional study, six urogynecologists developed six questions comparing two treatment options for common urogynecological conditions and entered them into ChatGPT to create decision aid tools; patients and physicians then rated understandability with a Patient Education Materials Assessment Tool, physicians rated reliability with a modified DISCERN instrument and accuracy on a 5-point Likert scale, and readability was assessed with the Flesch-Kincaid Reading Ease score, showing high patient and physician understandability for all tools, fair reliability with an average mDISCERN score of 26, accuracy below 4 (unfavorable) on 2 of the tools, and a high reading level required overall.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"The design is clear and the rating instruments are standardized, making the methods section worthwhile for readers interested in evaluation frameworks for AI-generated patient decision aids; readers who only need the conclusions can rely on the abstract, which covers high understandability, fair reliability, partial accuracy shortfalls, and high readability demand.","verdict":"read_methods"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"Urogynecology","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1097/spv.0000000000001856"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"ChatGPT-generated surgical decision aids for pelvic floor disorders had high patient understandability, but about 30% of topics fell short on accuracy and overall readability was high"},{"deliveredAt":"2026-10-01T11:35:51.937581Z","eventId":"public_event_ef5a10290bc563468f9b","id":"e8e8d5124f235da71af54bf5","locale":"en","media":{"alt":"Source-provided article image: Multicenter analysis of nuclear cataract population parameters and their clinical correlations based on AS-OCT.","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://www.ovid.com//images/og_image_white.webp","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_2ecfffc88ef37494b1e0"},"oneSentenceContribution":"This two-center clinical validation study recruited 127 individuals with different severities of nuclear cataract from Thailand (n = 81) and Shenzhen, China (n = 46), imaged them with AS-OCT and graded images under the LOCS III standard, developed automated machine learning models to extract nuclear region annotation and analyzed feature-based quantifiers, finding that pixel-based features such as mean, variance, root mean square, interquartile range, and percentiles significantly correlate with NC grading (P < .01), that variance, standard deviation, and median showed high consistency while kurtosis and skewness were negatively correlated, and that the prediction model achieved 0.81 accuracy at the SZRM center (F1 0.82) and 0.87 at the Thai center (F1 0.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"If you care about how AS-OCT image features map to LOCS III grading and about the two-center validation setup for automated nuclear region annotation and the grading model, the methods section is most worth reading; if you only need the conclusions, the abstract already gives the direction of feature correlations and the per-center accuracies.","verdict":"read_methods"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"Journal of Cataract & Refractive Surgery","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1097/j.jcrs.0000000000001949"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Two-center study of 127 nuclear cataract cases: AS-OCT image features correlate with LOCS III grading, with automated grading accuracy of 0.81 and 0.87"},{"deliveredAt":"2026-10-01T00:40:01.302898Z","eventId":"public_event_6fd835b35cb456915c7f","id":"e51ffe854edd17c76653c1a5","locale":"en","media":{"alt":"AI-generated editorial illustration: Is the Application of Artificial Intelligence-Based Competency Assessments for Selecting Clinical Nurses Acceptable? A Qualitative Study.","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_51fb8da0957ef0157c50"},"oneSentenceContribution":"Using a qualitative descriptive design with focus group interviews conducted in South Korea between February and August 2024, this study interviewed 10 nursing applicants with prior AI-based competency assessment (AICA) experience and 10 nurse educators (professors and nurse managers), and through conventional content analysis derived eight subthemes and four themes from 32 codes, finding that participants recognized AICA's efficiency and objectivity for large-scale recruitment while questioning opaque evaluation criteria, misalignment with person-centered nursing values, and fairness risks from network, lighting, device, and information-support gaps, and recommending nurse-specific algorithms, clear criteria, and positioning AI as a support to face-to-face interviews.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"If the focus is on the practical experience, fairness, and humanistic-value tensions of AI in nurse recruitment, the themes and quotations are directly useful; if objective quantitative evidence of AICA effectiveness is needed, this is a qualitative study and the authors note it cannot provide an objective assessment of effectiveness, so the methods and results sections are the priority.","verdict":"read_methods"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"Journal of Nursing Research","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1097/jnr.0000000000000768"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Interviews with 20 Korean nursing applicants and educators find AI competency assessments efficient but opaque in criteria and weak on nursing's human core"},{"deliveredAt":"2026-10-01T00:00:37.501630Z","eventId":"public_event_f7771f14f5b02c2ce129","id":"e19fc3c9a448cb26c958ef9f","locale":"en","media":{"alt":"AI-generated editorial illustration: Intelligent Knowledge Management in Water Treatment: A Scientometric Analysis of Thematic Trends, Collaboration Networks, Research Gaps, and Future Research Priorities","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_8a2f57f2423f05d9a558"},"oneSentenceContribution":"This study applies scientometric analysis to literature on intelligent knowledge management in water treatment, organizing the analysis around thematic trends, collaboration networks, research gaps, and future research priorities, drawing on references that span AI-based groundwater quality assessment, machine-learning water quality index prediction, knowledge-graph management of industrial water treatment knowledge, and multiple bibliometric reviews of water and wastewater treatment.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Abstract is enough","reason":"The loaded text is incomplete, containing only the title and reference list without search strategy, sample size, or metric results; readers seeking the study's positioning and literature base will find the abstract level sufficient, while those citing specific trend or gap conclusions should consult the original.","verdict":"abstract_enough"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"DOAJ (DOAJ: Directory of Open Access Journals)","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.22070/rsci.2025.20643.1828"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Scientometric Analysis of Intelligent Knowledge Management in Water Treatment: Thematic Trends, Collaboration Networks, Research Gaps, and Future Priorities"},{"deliveredAt":"2026-10-01T00:03:42.522740Z","eventId":"public_event_fd1438e5618968b3d321","id":"e01b6e13d846f1dec036ad74","locale":"en","media":{"alt":"AI-generated editorial illustration: Scientometric Analysis of Research Trends in Smart and Sustainable Architecture in Educational Environments: With an Emphasis on Green Schools and Campuses","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_82b0e481bccf69abcb7a"},"oneSentenceContribution":"Titled \"Scientometric Analysis of Research Trends in Smart and Sustainable Architecture in Educational Environments: With an Emphasis on Green Schools and Campuses,\" the work is, as far as the loaded text shows, a scientometric/bibliometric analysis that gathers and cites literature on smart and sustainable architecture in educational environments, green schools and campuses, spanning green school assessment, sustainable education space design, smart buildings and smart campuses, BIM and IoT, biophilic design, energy efficiency, and net-zero energy buildings, and it cites scientometric and visualization tools such as Bibliometrix, VOSviewer, and CiteSpace along with methodological sources on co-citation and science mapping; however, the loaded text presents only a reference list and contai","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Abstract is enough","reason":"The loaded text is only a reference list and lacks an abstract, method, data sources, search strategy, sample size, and results, so the full text's specific findings cannot be judged from it; if readers need literature leads and tool references on this topic, the available information already points in useful directions, but specific conclusions require consulting the original.","verdict":"abstract_enough"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"DOAJ (DOAJ: Directory of Open Access Journals)","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.22070/rsci.2025.20848.1844"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"This scientometric analysis maps research trends in smart and sustainable architecture in educational environments, with an emphasis on green schools and campuses, and lists the bibliometric tools and representative literature it draws on."},{"deliveredAt":"2026-10-01T00:01:02.487477Z","eventId":"public_event_e440c6c8ec45600f6605","id":"dea6b16fe835063f67405c69","locale":"en","media":{"alt":"AI-generated editorial illustration: The Role of Innovation and Technology in Scientometric Governance","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_c31e22ca89f91cf76a0b"},"oneSentenceContribution":"Using a convenience sample of 100 scientometric experts, data analysts, university research-evaluation unit experts and managers, and representatives of scientific databases, reference libraries, and scientometric service companies in Tehran, the study collected data with a researcher-designed Likert-scale questionnaire based on English-language articles and tested hypotheses with simple regression in SPSS 26, finding that the use of new technologies in the scientometric process is positively associated with increased accuracy in scientific evaluation (the coefficient of determination shows 73% of the variance in accuracy explained by new-technology use), that technological innovation within scientometric frameworks promotes fairness (64% of variance in fairness explained), that new-techno","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Abstract is enough","reason":"The text already provides the research purpose, method, sample, analysis tool, and four coefficients of determination, enough to judge the study's contribution and scope; however, it lacks questionnaire items, variable operationalization, and full statistical tables, so further reading of the methods section is advisable before using the conclusions to design an actual evaluation system.","verdict":"abstract_enough"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"DOAJ (DOAJ: Directory of Open Access Journals)","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.22070/rsci.2026.21121.1875"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Survey of 100 scientometrics and research-evaluation respondents in Tehran finds new-technology use explains 73% of variance in evaluation accuracy, 64% in fairness, 70.2% in transparency, and 61.1% in responsiveness"},{"deliveredAt":"2026-10-01T00:03:46.538081Z","eventId":"public_event_1929eb2a3d50fce0279f","id":"d89a17f61994f9da5a134bf9","locale":"en","media":{"alt":"AI-generated editorial illustration: Analysis of the Knowledge Structure, Thematic Evolution, and Emerging and Future Research Directions in User Interface Design for Explainable Artificial Intelligence (XAI) in Decision-Making Dashboards: A Scientometric Study","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_e78af53e949193cb2009"},"oneSentenceContribution":"Using scientometric methods on 269 original research articles retained after PRISMA screening from Scopus and Web of Science, this study finds that the intellectual core of XAI research in decision dashboards is organized around explainable AI, decision making, and deep learning, that themes have shifted over time from classical machine learning such as neural networks and support vector machines toward visual deep learning, visualization techniques, trust, and intelligent decision support systems, and that the field is moving from a technology-centered toward a human- and decision-centered paradigm.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Abstract is enough","reason":"The text already presents the study's purpose, methodology, findings, and conclusion in full, sufficient to grasp the field's knowledge structure, thematic evolution, and research directions; specific journal rankings, author productivity, or cluster details would require consulting the original figures and tables.","verdict":"abstract_enough"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"DOAJ (DOAJ: Directory of Open Access Journals)","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.22070/rsci.2026.21901.1944"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"A scientometric analysis of 269 articles shows XAI research in decision dashboards shifting from algorithm-centered to human- and decision-centered"},{"deliveredAt":"2026-09-30T23:00:01.478409Z","eventId":"public_event_125623cd08d422447186","id":"d6f805946feb28b02e46bdba","locale":"en","media":{"alt":"Source-provided article image: Exporting modes as learning strategies: a Penrosian perspective","caption":"Fig. 1. Conditional Marginal Effects for the PR Regime.","figureLabel":"Fig. 1","kind":"source_original","page":3,"sourceName":"OpenAlex","sourceUrl":"https://researchonline.lse.ac.uk/id/eprint/138306/8/1-s2.0-S0969593126000557-main.pdf#ai4s-pdf-figure","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_ad9e1cb3a109a5ee4289"},"oneSentenceContribution":"Using a Penrosian framework and World Bank Enterprise Surveys data on 4,254 African exporters surveyed between 2011 and 2020, the study tests whether pursuing direct and indirect exporting simultaneously yields stronger innovation than either mode alone, and finds that firms combining both modes innovate significantly more on product and process innovation, with the relationship robust across specifications and estimation techniques, while the four moderators tested only partly match theoretical predictions.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"The core finding is clear and the sample is substantial, but the four moderators only partly match the hypotheses and innovation and R&D are self-reported binary measures, so the paper is most valuable to readers interested in its identification strategy, robustness checks, and instrumental-variable design.","verdict":"read_methods"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1016/j.ibusrev.2026.102611"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"African exporters combining direct and indirect modes innovate more than single-mode exporters"},{"deliveredAt":"2026-10-01T10:50:50.069376Z","eventId":"public_event_254605e5c8c828d40420","id":"d0885d970237bc433926f9ac","locale":"en","media":{"alt":"Source-provided article image: Acute exacerbation in fibrotic interstitial lung disease: an international working group report.","caption":"Systemic literature review flowchart and study inclusion. *Reference lists of these 42 systematic reviews (as listed in Table S5 ) were screened for relevant studies. Abbreviations: AE, acute exacerbation; ILD, interstitial lung disease; IPF, idiopathic pulmonary fibrosis; SRs, systematic reviews.","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://cdn.ncbi.nlm.nih.gov/pmc/blobs/04d9/13624799/da3039ac2590/aamag363f1.webp","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_c044e2ac304388c53bac"},"oneSentenceContribution":"An international multidisciplinary working group of 41 experts systematically reviewed 922 citations up to March 17, 2025, revised the 2016 acute exacerbation (AE) definition—previously limited to idiopathic pulmonary fibrosis (IPF)—into an AE-fILD definition applicable across all fibrotic interstitial lung diseases (anchored in diffuse alveolar damage with or without organizing pneumonia), proposed the broader concept of acute respiratory worsening (ARW) to capture acute deteriorations not attributable to DAD, and summarized evidence on epidemiology, risk factors, prognosis, and management while discussing AE as a clinical trial endpoint.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Must read","reason":"This is a comprehensive update of the 2016 AE-IPF International Working Group Report, extending the definition to all fILDs and proposing the ARW framework, while summarizing the latest evidence on epidemiology, risk factors, prognosis, treatment, and trial endpoint design, offering direct practical and research guidance for ILD clinicians and researchers.","verdict":"must_read"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"American Journal of Respiratory and Critical Care Medicine","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1093/ajrccm/aamag363"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"After reviewing 922 citations, 41 international experts extended the acute exacerbation definition from IPF to all fibrotic interstitial lung diseases and proposed a new acute respiratory worsening framework"},{"deliveredAt":"2026-10-01T11:35:51.937581Z","eventId":"public_event_5f31fd3bf82179e56885","id":"cf0d7994e95cac5bc53f7cdf","locale":"en","media":{"alt":"Source-provided article image: Photon-counting Detector CT Spectral Reconstructions for Radiomics-based Liver Lesion Classification: A Multicenter Study.","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://www.ovid.com//images/og_image_white.webp","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_2ecfffc88ef37494b1e0"},"oneSentenceContribution":"In a two-center study of 378 patients with focal hepatic lesions (190 benign, 227 lesions; 188 malignant, 2681 lesions), radiomic features were extracted from nine PCD-CT spectral datasets (40, 50, 70, 90, 110, 140, 180 keV, virtual non-contrast [VNC], and iodine density maps [IDM]) after nnU-Net segmentation confirmed by an abdominal radiologist, multiple machine-learning models were trained with lesion-level predictions aggregated per patient, and the Random Forest model trained on VNC achieved the highest performance (AUC 0.899; 95% CI 0.840-0.951; accuracy 83.5%), while cross-domain analysis showed similar mean AUCs across training reconstructions (0.75 to 0.83) and test reconstruction choice mattered: 110, 140, 180 keV and VNC were most stable (median AUC >= 0.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Worth reading for methods","reason":"For readers focused on PCD-CT spectral reconstruction and radiomics deployment, the most valuable part is the study design: nine spectral datasets, nnU-Net segmentation with radiologist confirmation, patient-level aggregation, and cross-domain evaluation across all train-test reconstruction combinations; the AUC and stability numbers can be cited directly, but clinical triage value still needs separate validation.","verdict":"read_methods"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"Investigative Radiology","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1097/rli.0000000000001279"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Two-center PCD-CT spectral radiomics in 378 patients: VNC-trained model separates benign from malignant liver lesions at AUC 0.899, with high-keV and VNC test reconstructions most stable"},{"deliveredAt":"2026-10-01T00:15:25.398338Z","eventId":"public_event_b69c168b1629c84636a7","id":"c2afe9d74c6f21b243cd740d","locale":"en","media":{"alt":"AI-generated editorial illustration: ANALYTICAL QUALITY BY DESIGN (AQBD): CURRENT ADVANCES AND FUTURE PERSPECTIVES","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_aa7b36b9730bce9861da"},"oneSentenceContribution":"This review discusses the fundamental concepts, workflow, statistical tools, applications, regulatory significance, advantages, challenges, and future perspectives of Analytical Quality by Design (AQbD), noting that AQbD generally begins with defining an Analytical Target Profile (ATP) and proceeds through identification of critical analytical attributes and performance characteristics, risk assessment, identification of critical method parameters, application of Design of Experiments (DoE), establishment of a Method Operable Design Region (MODR), and development of an analytical control strategy, and suggesting that integration of AQbD with multivariate analysis, chemometrics, automation, artificial intelligence, machine learning, green analytical chemistry, and real-time analytical techn","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Abstract is enough","reason":"The source text is a review-level description that already gives AQbD's core concepts, workflow, regulatory guideline updates, and future directions, enough for readers to judge relevance to their work; readers needing specific statistical tool details, application cases, or empirical data should consult the full article.","verdict":"abstract_enough"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"European Journal Pharmaceutical and Medical Research","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.5281/zenodo.23031419"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"AQbD review maps analytical method development from ATP to MODR and folds in ICH Q14 and Q2(R2)"},{"deliveredAt":"2026-10-01T00:45:15.526445Z","eventId":"public_event_983c71512ed89b0fb08b","id":"bf7442164d3fd5e9417f4423","locale":"en","media":{"alt":"AI-generated editorial illustration: ADAMTS14 is a novel modulator of fibroblast mechanoactivation in pulmonary fibrosis.","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_0255b4741a6ff171c462"},"oneSentenceContribution":"Using an unbiased druggable-genome siRNA screen, this study identified ADAMTS14 as a regulator of YAP nuclear translocation; single-cell and spatial transcriptomics of IPF patient lungs localized ADAMTS14 to a CTHRC1-high myofibroblast population enriched in fibroblastic foci, and knockdown or knockout of ADAMTS14 in IPF patient-derived lung fibroblasts reduced pro-fibrotic, matrisome, and TGFβ-response gene expression; mechanistically, collagen V was identified as an ADAMTS14 substrate whose impaired processing shifted the COL1:COL5 ratio from about 50:1 to about 20:1, producing an unstable matrix with disorganized focal adhesions and reduced FAK-AKT signaling and force transmission.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Must read","reason":"The paper integrates an unbiased screen, patient-tissue spatial transcriptomics, proteomics, and multiple mechanobiology functional assays into a complete mechanistic chain, offering direct value to readers in fibrosis and mechanobiology.","verdict":"must_read"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"American Journal of Respiratory and Critical Care Medicine","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1093/ajrccm/aamag396"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"ADAMTS14 cleaves collagen V to keep matrix stable; its loss weakens YAP nuclear translocation and IPF fibroblast activation"},{"deliveredAt":"2026-10-01T00:13:32.373730Z","eventId":"public_event_529f16a3f05bc4c322a9","id":"b4062531e71627a7d20955f7","locale":"en","media":{"alt":"AI-generated editorial illustration: ROLE OF ARTIFICIAL INTELLIGENCE IN PERSONALIZED MEDICINE A COMPREHENSIVE REVIEW","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_4edcba7d686e5a2dd630"},"oneSentenceContribution":"This review examines artificial intelligence in personalized medicine across biomarker discovery, disease subtyping, risk prediction, early diagnosis, treatment-response modelling, pharmacogenomics, digital pathology, longitudinal monitoring, and clinical decision support, and discusses the data types enabling personalization, the conceptual foundations, unresolved ethical and legal issues, and the obstacles between research potential and clinical practice, while emphasizing that AI does not take over the doctor's decision-making but helps doctors access more information than they could retain within their minds all at once.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Abstract is enough","reason":"The loaded text is a descriptive abstract of a review that already provides an overall framework of conceptual foundations, data types, application areas, ethical and legal issues, and translation barriers, enough for readers to judge relevance to their interests; specific evidence, methods, or data details would require the full article.","verdict":"abstract_enough"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"European Journal Pharmaceutical and Medical Research","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.5281/zenodo.23032009"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"This review maps AI's role in personalized medicine, from biomarker discovery to clinical decision support, while noting unresolved ethical, legal, and translation barriers"},{"deliveredAt":"2026-10-01T00:04:20.092336Z","eventId":"public_event_4fc5138fbd05d0934982","id":"ae82749f406f5b6938d20d7a","locale":"en","media":{"alt":"AI-generated editorial illustration: Mapping and Analysis of Global Research Trends on Strategizing: A Scientometric Approach","kind":"generated","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_bb1032a5f3acb0284756"},"oneSentenceContribution":"The work is titled 'Mapping and Analysis of Global Research Trends on Strategizing: A Scientometric Approach' and sets out to map and analyze global research trends on strategizing using scientometric methods; however, the loaded text is only a reference list containing strategy-as-practice scholarship by Whittington, Jarzabkowski, Vaara, and Seidl alongside methodological sources such as Aria & Cuccurullo's Bibliometrix and Zupic & Čater's bibliometric methods review, with no abstract, data source, search strategy, sample size, results, or conclusions, so what the study actually did and found cannot be extracted from this text.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Abstract is enough","reason":"The loaded text contains only a reference list, with no abstract, data, methodological detail, or results; until the full text is obtained, a reader can confirm only the study's existence and knowledge base, not any substantive finding.","verdict":"abstract_enough"},"reading":{"label":"Partial-text analysis","scope":"incomplete","state":"complete"},"source":{"name":"DOAJ (DOAJ: Directory of Open Access Journals)","organization":"OpenAlex","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.22070/rsci.2025.20901.1852"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"A Scientometric Mapping of Global 'Strategizing' Research: Loaded Text Contains Only a Reference List, With No Reported Findings"},{"deliveredAt":"2026-10-01T11:30:50.239631Z","eventId":"public_event_a51ef229f71d040b2f21","id":"aaf8b8e91246ee9374b7b44a","locale":"en","media":{"alt":"Source-provided article image: Myeloid TLR2 signaling amplifies immunopathology in influenza-infected murine neonates.","caption":"IL-6 production in the supernatant of human neonatal cord blood mononuclear cells (n=4) and healthy adult PBMCs (n=3) following stimulation with (A) lipoteichoic acid at 2 μg/mL and 10 μg/mL or (B) PR8-IAV (MOI = 1.5). 2 experiments performed, data shown as Mean ± SEM. Toll-like receptor 2 (TLR2) surface expression on human monocytes from neonatal cord blood PBMCs and healthy adult PBMCs, following stimulation with (C) 2 μg/mL of LTA or (D) PR8-IAV (MOI = 1.5); values are presented as delta mean fluorescence intensities (MFIs) from unstimulated controls (n=5-13, 2-4 experiments performed, p<0.05*)","kind":"source_original","sourceName":"PubMed","sourceUrl":"https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3090/13261744/de62a05ab5e1/nihms-2175280-f0001.jpg","url":"https://ai4snews.wisdomeyes.cn/api/publication-media/public_media_b9a48dbc09600b9bb2c0"},"oneSentenceContribution":"Combining human cord blood monocytes with a neonatal mouse influenza model, this study found that neonatal monocytes sustain higher TLR2 expression after LTA or IAV stimulation, while TLR2 gene deletion, anti-TLR2 antibody blockade, or myeloid-specific TLR2 deletion improved survival of IAV-infected neonatal mice (for example, 61% versus 25% survival for TLR2−/− versus wild-type neonates, and 46% versus 7% with anti-TLR2 antibody), accompanied by reduced neutrophils at 6 days post-infection, lower histopathology scores in myeloid conditional knockouts, and no further rise in IL-6, TNF-α, MCP-1, CXCL1, and CXCL2 from 3 to 6 days post-infection, suggesting that myeloid TLR2 signaling exacerbates neonatal susceptibility to respiratory viral infection by amplifying pulmonary inflammation.","publishedAt":"2026-10-01T00:00:00Z","readAdvice":{"label":"Must read","reason":"Using human samples plus multiple genetic and antibody tools, this work reframes severe neonatal influenza from immune insufficiency to myeloid TLR2-driven immunopathology and offers a testable intervention target, making it highly valuable for readers in neonatal infection immunology and therapeutic development.","verdict":"must_read"},"reading":{"label":"Full-text analysis","scope":"fulltext","state":"complete"},"source":{"name":"American Journal of Respiratory Cell and Molecular Biology","organization":"National Library of Medicine","relation":"supports","rights":"licensed_full_text","role":"D0","url":"https://doi.org/10.1093/ajrcmb/aanag050"},"sourceCount":1,"sourcePublishedAt":"2026-10-01T00:00:00Z","title":"Loss or blockade of myeloid TLR2 improves survival and reduces neutrophils and lung inflammation in influenza-infected neonatal mice"}],"pagination":{"hasNextPage":true,"page":1,"pageSize":20,"total":1362}}