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...
- Advances in single-cell image cytometry enabled by nanowell imaging plates and machine learningSamuel G. Berryman · Open Collections · Jan 1, 2028
The full abstract for this thesis is available in the body of the thesis, and will be available when the embargo expires....
- Virtual Knapping (and Refitting) with Neural Networks: Proofs of ConceptF. Jordy Orellana, Jonathan Scott Reeves, Shannon Patrick McPherron, Claudio Tennie · OpenAlex · Jan 1, 2028
- Robotic Totally Intracorporeal Bilateral Boari Flap Reconstruction for Complex Bilateral Ureteral Strictures: A Step-by-Step Technique.Shuaishuai Chai, Yuancheng Zhou, Junwei Hu, Chaoqi Liang et al. · PubMed · Mar 1, 2027
PURPOSE: Boari flap reconstruction is effective for unilateral ureteral strictures (1-5), but its use for bilateral disease is rarely reported. Robotic surgery offers enhanced visualization and dexterity for complex ureteral reconstruction …
- Robot-Assisted Radical Prostatectomy in a Post-Enucleation Gland.Paulo Roberto Salustiano de Carvalho, Rafael Gomes Viterbo, Fabrício Borges Carrerette, Victor Dubeux et al. · PubMed · Mar 1, 2027
PURPOSE: Holmium laser enucleation of the prostate (HoLEP) is an established treatment for benign prostatic obstruction, and some patients subsequently prove to have prostate cancer (1-3). Enucleation leaves fibrosis that displaces the anat…
- Changes in Hormone Cycles and Exercise Capacity During Testosterone Therapy in a Transmasculine Triathlete: A Case Study.Skyler R. St. Pierre, Sarah C. Johnson, Julie Muccini, Brianna Bourne et al. · PubMed · Jan 1, 2027
Introduction: The impact of testosterone therapy on the hormone cycles, exercise capacity, and physiology of transmasculine individuals is not well understood. Existing studies report limited metrics at large time intervals between data col…
- HydroMg attenuates doxorubicin-induced myocardial injury via promoting mitochondrial function.Lu Zhang, Yawei Jin, Yuning Zhang, Mohan Li et al. · PubMed · Jan 1, 2027
In contrast to molecular hydrogen's intrinsic limitations, HydroMg's structural optimization shortens gastrointestinal transit, reducing hydrogen dissipation while enhancing cellular bioavailability. However, it remains unclear whether it a…
- Breathing in harm: current insights into the effects of air pollution on cardiorespiratory health.Vasiliki Michou, Dimitrios Tsamos, Aikaterini Itziou, Constantinos G. Tsanaktsidis · PubMed Central · Jan 1, 2027
Air pollution significantly contributes to cardiovascular and respiratory diseases, leading to increased morbidity and mortality. This review critically examines the mechanisms linking air pollution to higher cardiometabolic risk and cardio…
- Extraperitoneal Single-Port Robotic-Assisted Radical Cystectomy with Orthotopic Ne-obladder: Technique and Surgical Considerations.Naiwen Chen, 陈丽晨, Jinming Cai, Mingyue Tan et al. · PubMed · Jan 1, 2027
INTRODUCTION: Radical cystectomy (RC) is the standard therapy for muscle-invasive bladder cancer (MIBC) and refractory high-risk non-muscle-invasive bladder cancer (1-3). Single-port robot-assisted radical cystectomy (RARC) offers notable m…
- Nitric oxide in the occurrence and development of ischemic cerebrovascular disease.Tatiana Kh. Bogodvid, Dinara I. Silantyeva, Андрианов Вячеслав Вадимович, Гайнутдинов Халил Латыпович · PubMed Central · Jan 1, 2027
Since nitric oxide is a chemically highly reactive free radical that can act as both an oxidizing agent and a reducing agent, it is assumed that it has diverse effects on biological tissues. Nitric oxide is fundamentally important for the r…
- Multifunctional natural polysaccharide peach gum-encapsulated selenium quantum dot nanocrystals monitor and scavenge reactive oxygen species in living cells.Keyu Lu, Yao Chen, Zihao Liu, Shurui Zhu et al. · PubMed · Jan 1, 2027
Reactive oxygen species act as essential mediators in physiological processes, yet excess reactive oxygen species cause cellular damage and inflammation. Current strategies for reactive oxygen species monitoring and intervention remain limi…
- Oxygen, carbon dioxide, and nitric oxide: role in the pathophysiology of obstructive sleep apnea.Antonio Fabozzi, Pasquale Tondo, Caterina Antonaglia, Alessia Steffanina et al. · PubMed Central · Jan 1, 2027
Obstructive sleep apnea is a prevalent sleep-related breathing disorder with recurrent episodes of upper airway collapse during sleep, leading to cyclic blood gas fluctuations. Oxygen, carbon dioxide, and nitric oxide play a crucial role in…
- Application of medical gases in prevention and treatment of electromagnetic radiation injury.Yun Xing, Fengxu Chen, Gonggeng Liu, Shijun Bao et al. · PubMed Central · Jan 1, 2027
The widespread proliferation of electromagnetic technologies in communications, healthcare, and daily life poses increasing risks of radiation-induced tissue injury. Mitigating these deleterious effects remains a formidable challenge. Recen…
- Medical gases and hypertensive disorders of pregnancy: therapeutic mechanisms and research advances.Zhiguang Xu, Tian Geng, Di Zhou, Fuju Wu · PubMed Central · Jan 1, 2027
Hypertensive disorders during pregnancy pose a serious threat to the health of both mothers and infants, yet the range of available clinical treatments is limited. This review summarizes the mechanisms and recent advances in the use of medi…
- Therapeutic gases and the Nrf2/Keap1 pathway: direct thiol modification vs . indirect modulation.Te Xiao, Chao Xia, Lisha Huang, Yanqi Li et al. · PubMed Central · Jan 1, 2027
The nuclear factor erythroid 2-related factor 2/Kelch-like Ech-associated protein 1 (Nrf2/Keap1) pathway is a central homeostatic module that integrates oxidant, electrophilic, inflammatory, and metabolic signals into adaptive transcription…
- Hydrogen-rich water combined with traditional Chinese medicine compound in the treatment of kidney stones: a randomized controlled prospective clinical trial.Yu Yin, Jing Wang, Feng Lian, Yunqing Tang et al. · PubMed Central · Jan 1, 2027
The formation and development of kidney stones are related to abnormal urine metabolism, oxidative stress and inflammation. Hydrogen-rich water has clear efficacy in antioxidant and improving inflammatory status, while Ye-Shi-Shi-Lin-Formul…
- High levels of nitric oxide and peroxynitrite with protein nitration: a new therapeutic target for gliomas.Ying Yang, Qi Zhang, Yuchen Ma, Serge Yannick Ouédraogo et al. · PubMed Central · Jan 1, 2027
The gap junction signaling pathway is a core hub mediating intercellular communication, which plays a vital role in maintaining tissue homeostasis, and its dysfunction is closely related to glioma. Nitroproteomics studies have shown that pr…
- Experimental evidence for the beneficial effects of low-concentration ozone.Flavia Carton, Carlo Pellicciari, Gabriele Tabaracci, Manuela Malatesta · PubMed Central · Jan 1, 2027
Ozone (O3), a molecule consisting of three oxygen atoms, is an unstable compound whose clinical application as a complementary therapy continues to expand. Although numerous clinical studies support its therapeutic potential, the molecular …
- Perioperative hyperbaric oxygen therapy: mechanisms, evidence, and clinical application.Takudzwa Gavaza, Nathanael Matei · PubMed Central · Jan 1, 2027
Hyperbaric oxygen therapy delivers 100% oxygen at supra-atmospheric pressures, elevating plasma oxygen content and tissue oxygenation above normoxic levels. Once limited to decompression illness, hyperbaric oxygen therapy is gaining recogni…
- From Chopin to Kitsch? Pauline Viardot's Vocal Mazurkas and the popularisation of classical musicStacy Olive Jarvis · Journal of Music Theory and... · Dec 30, 2026
This article examines the concept of ‘popular music’ in the context of the work of Frédéric Chopin (1810–1849). The paper analyses six mazurkas by the Polish composer and their transcription for voice and piano, performed by the opera diva …
- PRECISION AGRICULTURE ANALYTICS USING UAV MULTISPECTRAL IMAGING AND MACHINE LEARNING FOR CROP STRESS DETECTION AND YIELD OPTIMIZATION MODELSAdedayo Oluwaseyi Alawode · International Journal of En... · Dec 21, 2026
- PRECISION AGRICULTURE ANALYTICS USING UAV MULTISPECTRAL IMAGING AND MACHINE LEARNING FOR CROP STRESS DETECTION AND YIELD OPTIMIZATION MODELSAdedayo Oluwaseyi Alawode · International Journal of En... · Dec 21, 2026
- Anticuerpos monoclonales en el tratamiento del asmaZaida Brigitte Guevara Frutos, Josué Acosta Acosta · Ciencia y Educación · Dec 18, 2026
El objetivo del trabajo presentado fue analizar de manera integral el uso de anticuerpos monoclonales en el tratamiento del asma moderada a severa. Se realizó una revisión bibliográfica de literatura científica publicada entre 2021 y 2025, …
- CREATIVE LEADERSHIP AS A COGNITIVE-SOCIAL BUFFER AGAINST RUMINATION AND ORGANIZATIONAL ANOMIE: THE FULL MEDIATION ROLE OF EMOTIONAL INTELLIGENCE AND EMOTIONAL CAPACITYDR. S. ANTONY RAJ AISHWARYA ANANDAVALLI MN · TPM Testing, psychometrics,... · Dec 15, 2026
Purpose – This study aims to investigate the full mediation effect of Creative Leadership (CL) in the relationship between employee Emotional Capacities (Emotional Contagion (EC), Emotional Intelligence (EI), and Emotion Regulation (ER)) an…
- DIAGNOSTIC ACCURACY OF MRI IN DETECTING ROTATOR CUFF TEARS TAKING INDIRECT MR ARTHROGRAPHY AS GOLD STANDARDDR. MARIA MURTAZA , DR MUHAMMAD AQEEL BABRI , DR. AFAF ARIF , DR. HASSAN RASHID , · TPM Testing, psychometrics,... · Dec 15, 2026
Background: Rotator cuff tears are a common cause of shoulder pain and functional limitation. Accurate diagnosis is essential for appropriate management. While indirect MR arthrography (MRA) is considered the gold standard, plain MRI is wid…
- 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…
- 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…
- 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…