Latest Statistical ML Research Papers
The newest Statistical ML papers from across the field — arXiv, NeurIPS, CVPR, Nature, and more — refreshed daily and ranked by relevance. Distill AI tracks Statistical ML so you don’t have to: get the standout work delivered to your inbox every morning, with 2-sentence summaries and the option to chat with any paper.
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- APPLICATION OF MACHINE LEARNING FOR MASS CYTOMETRY DATA ANALYSIS OF CHRONIC LYMPHOCYTIC LEUKAEMIAMuizdeen Raji · University of Liverpool · Jan 1, 2031
Mass cytometry is a powerful technique for quantifying intracellular and membrane proteins at single-cell resolution. However, the vast amount of data it generates requires advanced analytical methods to extract meaningful biological insigh…
- Journal of GIS based Historical StudiesJANGIS · Zenodo (CERN European Organ... · May 6, 2029
This is a journal of the Asian Network of GIS based Historical Studies, Tokyo, Japan...
- Navigating Cognitive Dissonance Among LGBTQ+ Filipino AmericansAJ Laxa · USF Scholarship Repository ... · Jan 1, 2028
This qualitative study explored how LGBTQ+ Filipino Americans experience and navigate cognitive dissonance related to their intersecting identities, with particular attention to Filipino cultural values, religious beliefs, and family dynami…
- Preclinical evaluation of PSMA-targeted ultrasound contrast agents in an orthotopic model of prostate cancer in rabbits.Felipe M. Berg, Eric Abenojar, Pinunta Nittayacharn, Nathan K. Hoggard et al. · PubMed · Jan 1, 2027
The localization of prostate cancer by ultrasound remains limited by the lack of B-mode conspicuity and the confinement of clinically approved microbubbles (MBs) to the vasculature. This precludes differentiating viable tumor, necrotic tiss…
- Exposure with response prevention in virtual reality for obsessive-compulsive disorder: A randomized controlled trialL. Rolvien, L. Jelinek, L. Lohse, S. Moritz et al. · MPG.PuRe (Max Planck Society) · Dec 31, 2026
- Differential Motor Signatures in Isolated and Narcolepsy-related REM Sleep Behavior Disorder: A Preliminary StudyPanagis Drakatos, Iain Duncan, Danielle Wassermann, Valentina Gnoni et al. · Research Portal (King's Col... · Dec 23, 2026
- DATA-DRIVEN DECISIONS: HOW ANALYTICS IS RESHAPING MARKETING STRATEGYDR.C Rani, Mangali vineeth, Peddapuram Manicharan goud, Kotha Somnath Reddy et al. · Zenodo (CERN European Organ... · Dec 15, 2026
ABSTRACT AI and Machine Learning (ML) are core technological drivers, restructuring strategic planning and enabling high-level hyper-personalization through predictive analytics. These technologies significantly boost performance, efficienc…
- Structure and Stability of Styrene-Maleic Acid Lipid Particles: The Role of Polymer-Lipid RatioSTEVEN QUINN, Bridget Tang, Philip Kitchen, Luke Broadbent et al. · White Rose Research Online ... · Dec 15, 2026
- DATA-DRIVEN DECISIONS: HOW ANALYTICS IS RESHAPING MARKETING STRATEGYDR.C Rani, Mangali vineeth, Peddapuram Manicharan goud, Kotha Somnath Reddy et al. · Zenodo (CERN European Organ... · Dec 15, 2026
ABSTRACT AI and Machine Learning (ML) are core technological drivers, restructuring strategic planning and enabling high-level hyper-personalization through predictive analytics. These technologies significantly boost performance, efficienc…
- Development and Validation of a UV Spectrophotometric Method for the Simultaneous Estimation of Lornoxicam and Thiocolchicoside in Combined Dosage FormSunku Kyathi Nandini, Kommineni Vinutha, Sridevi Pingali · Zenodo (CERN European Organ... · Dec 7, 2026
ABSTRACT A simple, precise, and accurate UV spectrophotometric method was developed and validated for the simultaneous estimation of Lornoxicam and Thiocolchicoside in bulk and pharmaceutical formulations. The method employs methanol as sol…
- Development and Validation of a UV Spectrophotometric Method for the Simultaneous Estimation of Lornoxicam and Thiocolchicoside in Combined Dosage FormSunku Kyathi Nandini, Kommineni Vinutha, Sridevi Pingali · Zenodo (CERN European Organ... · Dec 7, 2026
ABSTRACT A simple, precise, and accurate UV spectrophotometric method was developed and validated for the simultaneous estimation of Lornoxicam and Thiocolchicoside in bulk and pharmaceutical formulations. The method employs methanol as sol…
- Bispecific antibody against sclerostin and DKK1 improves bone health and reduces bone marrow adipose tissue accumulation in experimental chronic kidney disease: SOST and DDK1 inhibition in renal osteodystrophyWorachet Promruk, Soher; id_orcid 0000-0001-5263-8557 Jayash, Chartinun Chutoe, Hua Zhu Ke et al. · Edinburgh Research Explorer... · Dec 1, 2026
Chronic kidney disease (CKD) leads to bone loss and bone marrow adipose tissue (BMAT) accumulation. Sclerostin and dickkopf-1 (DKK1) are two inhibitors of Wnt signalling, which suppress bone formation, promote bone marrow adipogenesis, and …
- A Notch signaling antagonist (DAPT) ameliorates autoimmune arthritis in mice by suppressing Th1 and Th17 immune responses.Hui Chen, Guangjie Pan, Pingshan Yang, Jun Xie · PubMed · Dec 1, 2026
BACKGROUND: Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease for which targeted therapies remain limited. The Notch signaling pathway has been implicated in T cell differentiation and autoimmune inflammation. OBJECTIVE…
- Therapeutic efficacy of naloxone hydrochloride combined with hemoperfusion in toxic acute renal failure via the oxidative stress/Nrf2 pathway.Yin Zhu, Huichun Sun, Qiuyang Wang, Yong Sheng et al. · PubMed · Dec 1, 2026
BACKGROUND: Toxic acute renal failure (ARF) involves severe oxidative stress. The Nrf2 pathway is a key antioxidant defense mechanism. OBJECTIVES: To investigate whether naloxone combined with hemoperfusion alleviates oxidative injury via N…
- Albiflorin suppresses breast cancer via the HINT2/NLRP3 signaling pathway.Yunpeng Hu, Chen Li, Yiyao Cui · PubMed · Dec 1, 2026
BACKGROUND: Breast cancer (BC) remains a significant global health threat with complex pathogenesis often linked to chemotherapy resistance and inflammatory microenvironments. Histidine triad nucleotide-binding protein 2 (HINT2) is a mitoch…
- Mesalazine enteric-coated tablets combined with retention enema for symptom alleviation in mild to moderate E2-type active ulcerative colitis: A retrospective comparative cohort study.Rui Zhang, Shihui Wang, Mingyue Yang, Chunchun Yang et al. · PubMed · Dec 1, 2026
BACKGROUND: Ulcerative colitis (UC) is a chronic inflammatory bowel disease impacting quality of life. Combination oral and topical mesalazine is guideline-recommended for left-sided UC, but real-world data remain limited. OBJECTIVES: This …
- Spider venom peptides Ht1a and Gg1a are toxic to honeybee parasite Varroa destructor by topical application.Volker Herzig, Shaodong Guo, David A. Eagles, Sandy S. Pineda et al. · PubMed · Dec 1, 2026
influx. Our data reveal Ht1a and Gg1a as promising candidates for the development of novel varroa mite treatments of honeybee hives....
- Pharmacodynamic modeling of colistin and imipenem against in vitro Pseudomonas aeruginosa biofilms.Yuchen Guo, 殷金秋, Linda B S Aulin, Oana Ciofu et al. · PubMed · Dec 1, 2026
- The effects of Saccharomyces boulardii on TLR4/NF-κB neuroinflammatory pathway in the hippocampus of LPS-induced rats.Masoume Akhbari, Fatemeh Babaei, Ava Navidi-Moghaddam, Shiva Ghafghazi et al. · PubMed · Dec 1, 2026
(Sb), a probiotic yeast, is known for its positive effects on gastrointestinal and metabolic health. Recent research has explored its potential to influence neurological conditions by modulating neuroinflammatory responses via the gut-brain…
- Circulaire businessmodellen als katalysator voor een meer duurzame en toekomstgerichte mode-industrieYsabel Nauwelaerts, Magali Jaspers · Lirias · Oct 2, 2026
- De mode-industrie veroorzaakt grote ecologische schade door steeds snellere productie en kortere levensduur van kleding en schoenen. - Circulaire economie biedt kansen, maar vereist samenwerking in de volledige waardeketen en gedragsveran…
- Interventions that could mitigate the adverse effects of household overcrowding on wellbeing: A rapid realist review with stakeholder participation from urban contexts in EnglandSheringham, Jessica · UCL Discovery (University C... · Oct 2, 2026
- Metal-induced inhibition of Na+/K+-ATPase and SERCA in the rainbow trout (Oncorhynchus mykiss) heart: Implications for cardiac ion regulation.Jaakko Haverinen, Matti Vornanen · PubMed · Oct 1, 2026
overload, triggering early and delayed afterdepolarizations and ultimately arrhythmic activity in the fish heart....
- Dosimetric and Clinical Impact of Bone Marrow-sparing Radiation Therapy for Anal Cancer: A Systematic Review.Jasmine Chen, Elizabeth Forde, Michelle Leech, Shao Hui Huang et al. · PubMed · Oct 1, 2026
- Association of fluid creep and maintenance fluids on major adverse kidney events in critically ill patients - An observational cohort study.Jan Waskowski, Giuseppe M.E.A. Maggisano, Markus Hahn, Debora M. Hofer et al. · Open Access CRIS of the Uni... · Oct 1, 2026
Background Fluid accumulation is a known risk factor of adverse renal outcomes in critically ill patients. A substantial proportion of the fluid burden in intensive care unit (ICU) patients arises from maintenance fluids and fluid creep. Wh…
- Static validation for declarative service orchestration: enabling reliable CI/CD and MLOps pipelinesStelios Sotiriadis · BIROn (Birkbeck, University... · Oct 1, 2026
- Plasma autoantibodies as novel risk markers for stroke: A nested case-control study of the JPHC studyKazumasa Yamagishi, Hiwasa Takaki, Wanlu Sun, Sata Mizuki et al. · Institutional Repositories ... · Sep 15, 2026
Background and aims: Recent reports have shown the development of autoantibodies in patients with atherosclerosis. The purpose of this study is to examine whether these autoantibodies are associated with the risk of incident stroke in commu…
- General Quantification of Covariate and Concept ShiftsHongbo Chen, Li Charlie Xia · arXiv · Sep 10, 2026
Generalization under distribution shift remains a core challenge in modern machine learning, yet existing learning bound theory is limited to narrow, idealized settings and is non-estimable from samples. In this paper, we bridge the gap bet…
- Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business ImpactMasahiro Kato, Daiki Honma, Taka Kato · arXiv · Sep 10, 2026
Generative artificial intelligence changes how firms reach customers, but standard marketing data do not record how often users see and notice a firm's name in generated answers. We develop Generative Marketing Mix Modeling (GMMM) to estima…
- Evaluating Time-Series Foundation Models and Multimodal Dietary Context for CGM ForecastingBowen Zhang, Hsiu-Wen Cheng, Hongyu Yang, Evie L. Shen et al. · arXiv · Sep 10, 2026
Continuous glucose monitoring (CGM) provides high-frequency measurements of glucose dynamics and enables short-term glucose forecasting for diabetes management. Although time-series foundation models have shown strong general forecasting ab…
- Quantitative Diffusive Limits for Singular Nonlocal TransportAndrea Agazzi, Giuseppe Bruno, Federico Pasqualotto, Philippe Rigollet · arXiv · Sep 10, 2026
We study the nonlocal continuity equation \[ \partial_tμ_b =\operatorname{div}\!\left( μ_b\nabla\log\bigl((I-b^2Δ)^{-1}μ_b\bigr) \right) \] on a closed connected Riemannian manifold. For smooth strictly positive initial data, we prove that …