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Mathematical datasets, statistical benchmarks, probability, optimization, operations research
2,446 datasets
A systematic review and network meta-analysis of pharmacological and biological therapies for amyotrophic lateral sclerosis (ALS). The analysis includes 109 randomized controlled trials involving 16,353 participants, sourced from PubMed, EMBASE, Cochrane, and Web of Science up to February 25, 2025. The dataset was authored by Shixun Zhou and uploaded to figshare in April 2026.
Shixun Zhou's network meta-analysis, uploaded to figshare in April 2026, systematically compares pharmacological and biological therapies for amyotrophic lateral sclerosis (ALS). The dataset includes results from 109 randomized controlled trials involving 16,353 participants, with efficacy measured by the ALS Functional Rating Scale-Revised (ALSFRS-R) and safety by serious adverse events.
A systematic review and network meta-analysis of pharmacological and biological therapies for amyotrophic lateral sclerosis (ALS). The analysis includes 109 randomized controlled trials involving 16,353 participants, sourced from databases like PubMed and Cochrane up to February 25, 2025. The document was authored by Shixun Zhou and published on figshare in April 2026 under a CC-BY-4.0 license.
A systematic review and network meta-analysis of pharmacological and biological therapies for Amyotrophic Lateral Sclerosis (ALS). The analysis includes 109 randomized controlled trials involving 16,353 participants, sourced from PubMed, EMBASE, Cochrane, and Web of Science up to February 25, 2025. The document was authored by Shixun Zhou and uploaded to figshare in April 2026.
Shixun Zhou's document presents a network meta-analysis of pharmacological and biological therapies for amyotrophic lateral sclerosis (ALS). The analysis includes 109 randomized controlled trials involving 16,353 participants, with data sourced from PubMed, EMBASE, Cochrane, and Web of Science up to February 25, 2025. The study compares interventions on outcomes like the ALS Functional Rating Scale-Revised, forced vital capacity, mortality, and serious adverse events.
109 randomized controlled trials involving 16,353 participants were analyzed to compare pharmacological and biological treatments for amyotrophic lateral sclerosis. The study, authored by Shixun Zhou and updated in April 2026, used a Bayesian network meta-analysis to rank interventions on functional decline, respiratory function, and safety outcomes. Results indicate cell therapy combined with neuroprotective agents showed the greatest attenuation of functional decline.
A 2025 network meta-analysis synthesizing results from 109 randomized controlled trials involving 16,353 participants with amyotrophic lateral sclerosis (ALS). The dataset, authored by Shixun Zhou and published under CC-BY-4.0, compares the efficacy and safety of pharmacological and biological interventions on functional, respiratory, and survival outcomes.
A systematic review and network meta-analysis of pharmacological and biological therapies for Amyotrophic Lateral Sclerosis (ALS). The analysis includes 109 randomized controlled trials involving 16,353 participants, sourced from PubMed, EMBASE, Cochrane, and Web of Science up to February 25, 2025. The study was authored by Shixun Zhou and published on figshare in April 2026.
A 2025 network meta-analysis synthesizing data from 109 randomized controlled trials involving 16,353 participants with amyotrophic lateral sclerosis (ALS). The dataset, authored by Shixun Zhou and published on figshare in 2026, compares the efficacy and safety of pharmacological and biological therapies using Bayesian statistical methods.
Sediment sources to the Fitzroy River coastal zone have been identified and quantified using an integrated geochemical and modelling approach. The dataset, hosted by the Australian Ocean Data Network, likely contains geochemical data and model outputs revealing changes in catchment contributions over the Holocene. A Bayesian statistical model revealed an estimated enrichment of basaltic material by a factor of approximately 3 relative to catchment abundances.
A March 10, 2025, systematic review by Liu Yang included 32 randomized controlled trials with 3,961 participants. The dataset contains the analysis results comparing treatments for pediatric atopic dermatitis, focusing on SCORAD and EASI score improvements. It is published under a CC-BY-4.0 license and was last updated on May 1, 2026.
Australian Ocean Data Network provides a dataset for statistical modelling of extreme ocean climate, incorporating storm clustering. The data likely contains multivariate summary statistics for storm events, including maximum significant wave height, wave period, direction, duration, peak storm surge, and time of occurrence, extracted from a 30-year timeseries of observations. The study is part of the Bushfire and Natural Hazards CRC Project Resilience to clustered disaster events on the coast.
A prospective, single-center clinical trial involving 64 participants evaluated a novel digital stethoscope, Skeeper SM-300ÂŪ. The dataset contains classifications of lung sounds (normal, crackle, wheezing, decreased sound) from both conventional and digital auscultation, assessed by three specialist raters. It was created by Sue In Choi and last updated in May 2026.
Junhan Chang published a dataset on figshare in 2026 detailing optimized force field parameters for biomolecular simulations. The 100.8 MB ZIP file contains parameters generated by fine-tuning a DPA-3 model to reduce computational costs. The method was applied to the TYK2 inhibitor and PTP1B systems to improve free energy perturbation calculations.
O. Scott Halpern published a dataset on figshare in May 2026 detailing lead optimization for PAR4 antagonists. The description outlines structural modifications to improve aqueous solubility, resulting in lead compound 32 and its phosphate ester prodrug 44. The dataset likely contains experimental results comparing the solubility and oral bioavailability of these compounds.
A 2026 study by L. Llamazares-Elias introduces a smooth parameterization for anisotropic Gaussian random fields. The work constructs penalized complexity priors for the model's correlation length and diffusion matrix parameters. The dataset includes a PDF and TXT file totaling 5.6 MB, published under a CC-BY-4.0 license.
A 5.4 MB dataset by Yen-Chun Liu, last updated May 8, 2026, describing the QuIP framework for designing experiments with expensive simulators and many qualitative factors. The work focuses on path planning and rover trajectory optimization, using Gaussian process surrogates and integer programming for efficient design selection. Files are provided in PDF, ZIP, and TXT formats.
Simulation results for a joint power-time resource allocation framework for long-range RFID-based wireless power transfer systems. The dataset, authored by Lina Yuan and last updated in May 2026, contains results demonstrating efficiency and fairness improvements over conventional methods. The file is 5.5 KB in size.
5.5 KB of simulation results for a joint power-time optimization framework in 915 MHz RFID-based wireless power transfer systems. The data, authored by Lina Yuan and last updated in May 2026, likely contains performance metrics comparing a proposed MPC-based controller against conventional PID methods. Results demonstrate a 37.6% peak efficiency and a 61.9% reduction in power fluctuations for IoT tags over 0.5â5 meter distances.
93.54% phosphorus recovery was achieved under optimal conditions (pH 7.77, Fe:P ratio 2.24) in a study on treating high-COD acidic wastewater. The research, authored by Kai Cui and last updated in May 2026, developed a parameter prediction model and produced vivianite crystals with a median particle size of 113.4 Ξm. This work provides a technical path for resource recovery from complex industrial wastewater.