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Artificial Intelligence and Machine Learning in Pathology: The Present Landscape of Supervised Methods

Academic Pathology, 2019, Vol.6, p.2374289519873088-2374289519873088, Article 2374289519873088

2019

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Randomized phase III KEYNOTE-045 trial of pembrolizumab versus paclitaxel, docetaxel, or vinflunine in recurrent advanced urothelial cancer: results of >2 years of follow-up

Annals of oncology, 2019-06, Vol.30 (6), p.970-976

2019

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Evolving Applications of Artificial Intelligence and Machine Learning in Infectious Diseases Testing

Clinical chemistry (Baltimore, Md.), 2022-01, Vol.68 (1), p.125-133

2022

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Molecular Basis for a Protein-Mediated DNA-Bridging Mechanism that Functions in Condensation of the E. coli Chromosome

Molecular cell, 2012-11, Vol.48 (4), p.560-571

2012

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Novel application of automated machine learning with MALDI-TOF-MS for rapid high-throughput screening of COVID-19: a proof of concept

Scientific reports, 2021-04, Vol.11 (1), p.8219-8219, Article 8219

2021

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Laser-driven proton acceleration enhancement by nanostructured foils

Physical review letters, 2012-12, Vol.109 (23), p.234801-234801, Article 234801

2012

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Evolution of COVID-19 Testing and the Role of Rapid Antigen Testing in a Molecular-Focused World

Archives of pathology & laboratory medicine (1976), 2022-04, Vol.146 (4), p.404-406

2022

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Nasopharyngeal SARS-CoV-2 viral loads in young children do not differ significantly from those in older children and adults

Scientific reports, 2021-02, Vol.11 (1), p.3044-3044, Article 3044

2021

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Early Recognition of Burn- and Trauma-Related Acute Kidney Injury: A Pilot Comparison of Machine Learning Techniques

Scientific reports, 2020-01, Vol.10 (1), p.205-205, Article 205

2020

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Comparative performance of two automated machine learning platforms for COVID-19 detection by MALDI-TOF-MS

PloS one, 2022-07, Vol.17 (7), p.e0263954

2022

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Identification of Gram-Negative Bacteria and Genetic Resistance Determinants from Positive Blood Culture Broths by Use of the Verigene Gram-Negative Blood Culture Multiplex Microarray-Based Molecular Assay

Journal of clinical microbiology, 2015-08, Vol.53 (8), p.2460-2472

2015

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A multicenter, phase II trial of everolimus in locally advanced or metastatic thyroid cancer of all histologic subtypes

Annals of oncology, 2013-12, Vol.24 (12), p.3089-3094

2013

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Clinical Performance of the Point-of-Care cobas Liat for Detection of SARS-CoV-2 in 20 Minutes: a Multicenter Study

Journal of clinical microbiology, 2021-01, Vol.59 (2)

2021

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Rab25 as a tumour suppressor in colon carcinogenesis

British journal of cancer, 2011-01, Vol.104 (1), p.33-36

2011

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American Society of Clinical Oncology Clinical Practice Guidelines: Formal Systematic Review–Based Consensus Methodology

Journal of clinical oncology, 2012-09, Vol.30 (25), p.3136-3140

2012

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SlmA forms a higher-order structure on DNA that inhibits cytokinetic Z-ring formation over the nucleoid

Proceedings of the National Academy of Sciences - PNAS, 2013-06, Vol.110 (26), p.10586-10591

2013

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Unusual finding of a megakaryocyte in a peripheral blood smear

Blood, 2017-12, Vol.130 (23), p.2573-2573

2017

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Common statistical concepts in the supervised Machine Learning arena

Frontiers in oncology, 2023-02, Vol.13, p.1130229-1130229

2023

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Mechanism of pyranopterin ring formation in molybdenum cofactor biosynthesis

Proceedings of the National Academy of Sciences - PNAS, 2015-05, Vol.112 (20), p.6347-6352

2015

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A ten-gene DNA-damage response pathway gene expression signature predicts gemtuzumab ozogamicin response in pediatric AML patients treated on COGAAML0531 and AAML03P1 trials

Leukemia, 2022-08, Vol.36 (8), p.2022-2031

2022

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Screening for Prostate Cancer With Prostate-Specific Antigen Testing: American Society of Clinical Oncology Provisional Clinical Opinion

Journal of clinical oncology, 2012-08, Vol.30 (24), p.3020-3025

2012

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Calcineurin orchestrates dimorphic transitions, antifungal drug responses and host–pathogen interactions of the pathogenic mucoralean fungus Mucor circinelloides

Molecular microbiology, 2015-09, Vol.97 (5), p.844-865

2015

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Longitudinal profiling of the burn patient cutaneous and gastrointestinal microbiota: a pilot study

Scientific reports, 2021-05, Vol.11 (1), p.10667-10667, Article 10667

2021

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Structures of regulatory machinery reveal novel molecular mechanisms controlling B. subtilis nitrogen homeostasis

Genes & development, 2015-02, Vol.29 (4), p.451-464

2015

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Global Transcriptome Analysis of Formalin-Fixed Prostate Cancer Specimens Identifies Biomarkers of Disease Recurrence

Cancer research (Chicago, Ill.), 2014-06, Vol.74 (12), p.3228-3237

2014

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Artificial Intelligence and Machine Learning in Pathology: The Present Landscape of Supervised Methods

Randomized phase III KEYNOTE-045 trial of pembrolizumab versus paclitaxel, docetaxel, or vinflunine in recurrent advanced urothelial cancer: results of >2 years of follow-up

Evolving Applications of Artificial Intelligence and Machine Learning in Infectious Diseases Testing

Molecular Basis for a Protein-Mediated DNA-Bridging Mechanism that Functions in Condensation of the E. coli Chromosome

Novel application of automated machine learning with MALDI-TOF-MS for rapid high-throughput screening of COVID-19: a proof of concept

Laser-driven proton acceleration enhancement by nanostructured foils

Evolution of COVID-19 Testing and the Role of Rapid Antigen Testing in a Molecular-Focused World

Nasopharyngeal SARS-CoV-2 viral loads in young children do not differ significantly from those in older children and adults

Early Recognition of Burn- and Trauma-Related Acute Kidney Injury: A Pilot Comparison of Machine Learning Techniques

Comparative performance of two automated machine learning platforms for COVID-19 detection by MALDI-TOF-MS

Identification of Gram-Negative Bacteria and Genetic Resistance Determinants from Positive Blood Culture Broths by Use of the Verigene Gram-Negative Blood Culture Multiplex Microarray-Based Molecular Assay

A multicenter, phase II trial of everolimus in locally advanced or metastatic thyroid cancer of all histologic subtypes

Clinical Performance of the Point-of-Care cobas Liat for Detection of SARS-CoV-2 in 20 Minutes: a Multicenter Study

Rab25 as a tumour suppressor in colon carcinogenesis

American Society of Clinical Oncology Clinical Practice Guidelines: Formal Systematic Review–Based Consensus Methodology

SlmA forms a higher-order structure on DNA that inhibits cytokinetic Z-ring formation over the nucleoid

Unusual finding of a megakaryocyte in a peripheral blood smear

Common statistical concepts in the supervised Machine Learning arena

Mechanism of pyranopterin ring formation in molybdenum cofactor biosynthesis

A ten-gene DNA-damage response pathway gene expression signature predicts gemtuzumab ozogamicin response in pediatric AML patients treated on COGAAML0531 and AAML03P1 trials

Screening for Prostate Cancer With Prostate-Specific Antigen Testing: American Society of Clinical Oncology Provisional Clinical Opinion

Calcineurin orchestrates dimorphic transitions, antifungal drug responses and host–pathogen interactions of the pathogenic mucoralean fungus Mucor circinelloides

Longitudinal profiling of the burn patient cutaneous and gastrointestinal microbiota: a pilot study

Structures of regulatory machinery reveal novel molecular mechanisms controlling B. subtilis nitrogen homeostasis

Global Transcriptome Analysis of Formalin-Fixed Prostate Cancer Specimens Identifies Biomarkers of Disease Recurrence

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