Citation Impact
Citing Papers
Deep biomarkers of human aging: Application of deep neural networks to biomarker development
2016
Integrating Early Life Experience, Gene Expression, Brain Development, and Emergent Phenotypes
2014
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
2020 Standout
Childhood trauma and adulthood inflammation: a meta-analysis of peripheral C-reactive protein, interleukin-6 and tumour necrosis factor-α
2015
Critical challenges and emerging opportunities in hepatitis C virus research in an era of potent antiviral therapy: Considerations for scientists and funding agencies
2018 StandoutNobel
Depression
2018 Standout
Bystander-Activated Memory CD8 T Cells Control Early Pathogen Load in an Innate-like, NKG2D-Dependent Manner
2013
Major depressive disorder
2016 Standout
Classic serotonergic psychedelics for mood and depressive symptoms: a meta-analysis of mood disorder patients and healthy participants
2021 Standout
HIV evolution and diversity in ART-treated patients
2018
Explainable AI: A Review of Machine Learning Interpretability Methods
2020 Standout
The molecular hallmarks of epigenetic control
2016 Standout
APOE-Sensitive Cholinergic Sprouting Compensates for Hippocampal Dysfunctions Due to Reduced Entorhinal Input
2016
Molecular Architecture of the 40S⋅eIF1⋅eIF3 Translation Initiation Complex
2014
Lopinavir Resistance Classification with Imbalanced Data Using Probabilistic Neural Networks
2016
NF-κB signaling in inflammation
2017 Standout
Waste Not, Want Not: Why Rarefying Microbiome Data Is Inadmissible
2014 Standout
Treatment resistant depression: A multi-scale, systems biology approach
2017
Early childhood development coming of age: science through the life course
2016 Standout
Chronic inflammation in the etiology of disease across the life span
2019 Standout
Role of C-Reactive Protein at Sites of Inflammation and Infection
2018 Standout
Exosomes in the Diseased Brain: First Insights from In vivo Studies
2017
HIV-1 Integrase Inhibitor Resistance and Its Clinical Implications
2011
Ageing as a risk factor for neurodegenerative disease
2019 Standout
EEG Signatures of Dynamic Functional Network Connectivity States
2017
Comparing a few SNP calling algorithms using low-coverage sequencing data
2013
High throughput sequencing methods and analysis for microbiome research
2013
Estrogen receptor β in Alzheimer’s disease: From mechanisms to therapeutics
2015
Aluminum and Alzheimer’s Disease
2017
Local and systemic mechanisms linking periodontal disease and inflammatory comorbidities
2021 Standout
Genome sequencing and population genomics in non-model organisms
2013
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
2019 Standout
Newly approved integrase inhibitors for clinical treatment of AIDS
2014
A comparison of random forest variable selection methods for classification prediction modeling
2019 Standout
Sexual dimorphism in predisposition to Alzheimer's disease
2018
Alzheimer Disease: An Update on Pathobiology and Treatment Strategies
2019 Standout
Sex and gender: modifiers of health, disease, and medicine
2020 Standout
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Reliable detection of subclonal single-nucleotide variants in tumour cell populations
2012
Multimodal biomedical AI
2022 Standout
Structure of mammalian eIF3 in the context of the 43S preinitiation complex
2015 StandoutNatureNobel
Age, APOE and sex: Triad of risk of Alzheimer’s disease
2016
MAST: a flexible statistical framework for assessing transcriptional changes and characterizing heterogeneity in single-cell RNA sequencing data
2015 Standout
Chronic cold exposure results in subcutaneous adipose tissue browning and altered global metabolism in Qinghai-Tibetan plateau pika (Ochotona curzoniae)
2018 StandoutNobel
Cell-of-origin chromatin organization shapes the mutational landscape of cancer
2015 Nature
Brown adipose tissue thermogenic adaptation requires Nrf1-mediated proteasomal activity
2018 StandoutNobel
Dynamic functional connectivity: Promise, issues, and interpretations
2013 Standout
Computational prediction of diagnosis and feature selection on mesothelioma patient health records
2019
Epigenetics of Stress-Related Psychiatric Disorders and Gene × Environment Interactions
2015
The Metabolic Phenotype in Obesity: Fat Mass, Body Fat Distribution, and Adipose Tissue Function
2017 Standout
DNA methylation-based biomarkers and the epigenetic clock theory of ageing
2018 Standout
What We Talk About When We Talk About Fat
2014 Standout
The 2016 WHO Classification of Tumours of the Urinary System and Male Genital Organs—Part A: Renal, Penile, and Testicular Tumours
2016 Standout
ANGSD: Analysis of Next Generation Sequencing Data
2014 Standout
Lifetime stress accelerates epigenetic aging in an urban, African American cohort: relevance of glucocorticoid signaling
2015
Interactions between inflammation, sex steroids, and Alzheimer’s disease risk factors
2016
Early life stress, air pollution, inflammation, and disease: An integrative review and immunologic model of social-environmental adversity and lifespan health
2018
Re-establishment of Anxiety in Stress-Sensitized Mice Is Caused by Monocyte Trafficking from the Spleen to the Brain
2013
Apolipoprotein E as a Therapeutic Target in Alzheimer’s Disease: A Review of Basic Research and Clinical Evidence
2016
DnaSP 6: DNA Sequence Polymorphism Analysis of Large Data Sets
2017 Standout
Antiretroviral Treatment of Adult HIV Infection
2012 Standout
Predicting human immunodeficiency virus inhibitors using multi-dimensional Bayesian network classifiers
2013
Lysosome-targeting chimaeras for degradation of extracellular proteins
2020 StandoutNatureNobel
Single-cell transcriptomic analysis of Alzheimer’s disease
2019 StandoutNature
The role of inflammation in depression: from evolutionary imperative to modern treatment target
2015 Standout
V3 Loop Sequence Space Analysis Suggests Different Evolutionary Patterns of CCR5- and CXCR4-Tropic HIV
2009
Neuroinflammation: the devil is in the details
2016 Standout
Comprehensive Review on Alzheimer’s Disease: Causes and Treatment
2020 Standout
Evaluation of variable selection methods for random forests and omics data sets
2017
Artificial intelligence in drug combination therapy
2018
Artificial intelligence in drug discovery and development
2020 Standout
Lecanemab in Early Alzheimer’s Disease
2022 Standout
Characterization and structural analysis of HIV-1 integrase conservation.
2009
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
2019 Standout
Feature-based classifiers for somatic mutation detection in tumour–normal paired sequencing data
2011
Next Generation of Fluorine-Containing Pharmaceuticals, Compounds Currently in Phase II–III Clinical Trials of Major Pharmaceutical Companies: New Structural Trends and Therapeutic Areas
2016 Standout
Random forest classification of etiologies for an orphan disease
2014
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure
2022
The biology , function , and biomedical applications of exosomes
2020 StandoutScience
A computationally fast variable importance test for random forests for high-dimensional data
2016
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Cancer Genome Landscapes
2013 StandoutScience
A new variable selection approach using Random Forests
2012
The cholinergic system in the pathophysiology and treatment of Alzheimer’s disease
2018 Standout
MyD88-dependent interplay between myeloid and endothelial cells in the initiation and progression of obesity-associated inflammatory diseases
2014
Definitions, methods, and applications in interpretable machine learning
2019 Standout
A computationally fast variable importance test for random forests for high-dimensional data
2016
The revival of the Gini importance?
2018 Standout
A Review on Multi-Label Learning Algorithms
2013 Standout
Works of André Altmann being referenced
Childhood maltreatment is associated with distinct genomic and epigenetic profiles in posttraumatic stress disorder
2013
vipR: variant identification in pooled DNA using R
2011
Validation of non-REM sleep stage decoding from resting state fMRI using linear support vector machines
2015
Rare variants in TMEM132D in a case–control sample for panic disorder
2012
Comparison of Classifier Fusion Methods for Predicting Response to Anti HIV-1 Therapy
2008
Regional brain hypometabolism is unrelated to regional amyloid plaque burden
2015
Antiretroviral Therapy Optimisation without Genotype Resistance Testing: A Perspective on Treatment History Based Models
2010
Functional Coding Variants in SLC6A15, a Possible Risk Gene for Major Depression
2013
A beginners guide to SNP calling from high-throughput DNA-sequencing data
2012
Apolipoprotein E, gender, and Alzheimer’s disease: an overlooked, but potent and promising interaction
2013
Evolution of raltegravir resistance during therapy
2009
Improved Prediction of Response to Antiretroviral Combination Therapy using the Genetic Barrier to Drug Resistance
2007
Sex modifies the APOE‐related risk of developing Alzheimer disease
2014
Computational Analysis of Covariation and Interactions Between HIV-1 Reverse Transcriptase and Integrase
2008
Permutation importance: a corrected feature importance measure
2010
Investigation of expert rule bases, logistic regression, and non-linear machine learning techniques for predicting response to antiretroviral treatment
2008