Search Results - "David, Peter"
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Quantitative interpretation explains machine learning models for chemical reaction prediction and uncovers bias
Published in Nature communications (16-03-2021)“…Organic synthesis remains a major challenge in drug discovery. Although a plethora of machine learning models have been proposed as solutions in the…”
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Artificial Intelligence in Cancer Research: Trends, Challenges and Future Directions
Published in Life (Basel, Switzerland) (28-11-2022)“…The World Health Organization (WHO), in their 2022 report, identified cancer as one of the leading causes of death, accounting for about 16% of deaths…”
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Linear Atomic Cluster Expansion Force Fields for Organic Molecules: Beyond RMSE
Published in Journal of chemical theory and computation (14-12-2021)“…We demonstrate that fast and accurate linear force fields can be built for molecules using the atomic cluster expansion (ACE) framework. The ACE models…”
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The Role of Type VI Secretion System Effectors in Target Cell Lysis and Subsequent Horizontal Gene Transfer
Published in Cell reports (Cambridge) (26-12-2017)“…Bacteria use type VI secretion systems (T6SSs) to manipulate host cells during pathogenesis or to kill competing bacteria, which, in some cases, increases…”
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Continuity and Change according to Hindu and Buddhist Religious Philosophies
Published in Religions (Basel, Switzerland ) (01-04-2024)“…I am happy to present to the scholarly audience this Special Issue of Religions on the theme of “Continuity and Change according to Hindu and Buddhist…”
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A Mixed-Signal Integrator-Differentiator-TIA
Published in IEEE transactions on circuits and systems. II, Express briefs (01-03-2024)“…Various implementations of transimpedance amplifiers (TIAs) are used for current sensing applications and they allow for low noise and wide bandwidth (BW). The…”
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Computer-Aided Histopathological Image Analysis Techniques for Automated Nuclear Atypia Scoring of Breast Cancer: a Review
Published in Journal of digital imaging (01-10-2020)“…Breast cancer is the most common type of malignancy diagnosed in women. Through early detection and diagnosis, there is a great chance of recovery and thereby…”
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Progress on Electrolytes Development in Dye-Sensitized Solar Cells
Published in Materials (21-06-2019)“…Dye-sensitized solar cells (DSSCs) have been intensely researched for more than two decades. Electrolyte formulations are one of the bottlenecks to their…”
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Neutrophil‐to‐lymphocyte ratio as a prognostic indicator in head and neck cancer: A systematic review and meta‐analysis
Published in Head & neck (01-11-2018)“…Background The purposes of this systematic review and meta‐analysis were to investigate the relationship between the neutrophil‐to‐lymphocyte ratio (NLR) and…”
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Pattern of distant metastases in colorectal cancer: a SEER based study
Published in Oncotarget (17-11-2015)“…More and more evidences suggest that primary colon and rectum tumors should not be considered as a single disease entity. In this manuscript, we evaluate the…”
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Hyperactive learning for data-driven interatomic potentials
Published in npj computational materials (01-01-2023)“…Data-driven interatomic potentials have emerged as a powerful tool for approximating ab initio potential energy surfaces. The most time-consuming step in…”
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Syntheses of a Pair of Simplified Model Compounds of the Dihydroxycyclopentenone Core of the Kodaistatins A–D
Published in European journal of organic chemistry (06-12-2018)“…The kodaistatins A–D (1–4) are natural products from Aspergillus terreus with the potential of representing leads for a novel cure of type‐2 diabetes. They…”
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The sensing of poorly deformable red blood cells by the human spleen can be mimicked in vitro
Published in Blood (24-02-2011)“…Retention of poorly deformable red blood cells (RBCs) by the human spleen has been recognized as a critical determinant of pathogenesis in hereditary…”
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Ten-year Douglas-fir regeneration and stand productivity differ among contrasting silvicultural regimes in western Washington, USA
Published in Forest ecology and management (15-04-2022)“…•Douglas-fir comprised 80% of seedlings and 88% of ingrowth in the clearcut regime.•Stand edge competition in the patches and groups regimes limited seedling…”
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Batch Mode Active Learning on the Riemannian Manifold for Automated Scoring of Nuclear Pleomorphism in Breast Cancer
Published in Artificial intelligence in medicine (01-03-2020)“…•Active Learning on nuclear pleomorphism scoring over the Riemannian manifold is explored.•Adaptive Batch Mode Active Learning that identifies the apt batch…”
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Exploring the interplay between the core microbiota, physicochemical factors, agrobiochemical cycles in the soil of the historic tokaj mád wine region
Published in PloS one (16-04-2024)“…A Hungarian survey of Tokaj-Mád vineyards was conducted. Shotgun metabarcoding was applied to decipher the microbial-terroir. The results of 60 soil samples…”
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The process of transfer: The micro-influences of power, time and learning
Published in Public policy and administration (01-10-2020)“…To date, there have been a number of studies that have examined how policies move from one jurisdiction to another. However, few of these studies have examined…”
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Interacting effects of habitat structure and seeding with oysters on the intertidal biodiversity of seawalls
Published in PloS one (16-07-2020)“…The construction of artificial structures, such as seawalls, is increasing globally, resulting in loss of habitat complexity and native species biodiversity…”
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