Citation Impact
Citing Papers
Predicting cancer outcomes from histology and genomics using convolutional networks
2018
Novel image markers for non-small cell lung cancer classification and survival prediction
2014
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
2019 Standout
Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis
2021 Standout
Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images
2017
Machine Learning Methods for Histopathological Image Analysis
2018
Computer-Aided Detection of Centroblasts for Follicular Lymphoma Grading Using Adaptive Likelihood-Based Cell Segmentation
2010
QuPath: Open source software for digital pathology image analysis
2017 Standout
Generation of Human Melanocytes from Induced Pluripotent Stem Cells
2011 StandoutNobel
A review of genetic disorders of hypopigmentation: lessons learned from the biology of melanocytes
2009
Review The Cancer Genome Atlas (TCGA): an immeasurable source of knowledge
2015 Standout
Image analysis and machine learning in digital pathology: Challenges and opportunities
2016 Standout
Melanin Pigmentation in Mammalian Skin and Its Hormonal Regulation
2004 Standout
Comparative Genomics of Trace Element Dependence in Biology
2011
Precision histology: how deep learning is poised to revitalize histomorphology for personalized cancer care
2017
Formation of Polydopamine Nanofibers with the Aid of Folic Acid
2014
Gpnmb is a melanosome‐associated glycoprotein that contributes to melanocyte/keratinocyte adhesion in a RGD‐dependent fashion
2009
High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection
2018
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
AI in health and medicine
2022 Standout
Role of antioxidants in the skin: Anti-aging effects
2010
Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases
2016 Standout
Deep convolutional neural networks for automatic classification of gastric carcinoma using whole slide images in digital histopathology
2017
L‐tyrosine and L‐dihydroxyphenylalanine as hormone‐like regulators of melanocyte functions
2011
Big data and machine learning algorithms for health-care delivery
2019 Standout
Focus on mammalian thioredoxin reductases — Important selenoproteins with versatile functions
2009
The single-cell transcriptional landscape of mammalian organogenesis
2019 StandoutNature
An automated confirmatory system for analysis of mammograms
2015
Invariant Delineation of Nuclear Architecture in Glioblastoma Multiforme for Clinical and Molecular Association
2012
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent
2017
Spatial computation of intratumoral T cells correlates with survival of patients with pancreatic cancer
2017 StandoutNobel
Molecular Mechanisms of Stress-Responsive Changes in Collagen and Elastin Networks in Skin
2016 Standout
Nuclei segmentation via sparsity constrained convolutional regression
2015
A survey on deep learning in medical image analysis
2017 Standout
Deep learning in histopathology: the path to the clinic
2021 Standout
Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders
2015
The redox – biochemistry of human hair pigmentation
2010
The thioredoxin antioxidant system
2013 Standout
“Transcription physiology” of pigment formation in melanocytes: central role of MITF
2010
Gastric cancer
2020 Standout
Applications of machine learning in drug discovery and development
2019 Standout
Neuroendocrine activity of the melanocyte
2009
Digital pathology and artificial intelligence
2019 Standout
Artificial intelligence in radiology
2018 Standout
Artificial intelligence in digital pathology — new tools for diagnosis and precision oncology
2019
Melatonin as a major skin protectant: from free radical scavenging to DNA damage repair
2008
Robust Segmentation of Overlapping Cells in Histopathology Specimens Using Parallel Seed Detection and Repulsive Level Set
2011
Mapping spatial heterogeneity in the tumor microenvironment: a new era for digital pathology
2015
Robust Nucleus/Cell Detection and Segmentation in Digital Pathology and Microscopy Images: A Comprehensive Review
2016
Copper Active Sites in Biology
2014 Standout
Metastasis detection from whole slide images using local features and random forests
2017
Polydopamine and Its Derivative Materials: Synthesis and Promising Applications in Energy, Environmental, and Biomedical Fields
2014 Standout
An Automatic Learning-Based Framework for Robust Nucleus Segmentation
2015
Polydopamine Surface Chemistry: A Decade of Discovery
2018 Standout
An Updated Review of Tyrosinase Inhibitors
2009 Standout
Methods for Nuclei Detection, Segmentation, and Classification in Digital Histopathology: A Review—Current Status and Future Potential
2014
Extrapineal melatonin: sources, regulation, and potential functions
2014 Standout
Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images
2015 Standout
The Mononuclear Molybdenum Enzymes
2014 Standout
Stain normalization of histopathology images using generative adversarial networks
2018
Automatic Ki-67 Counting Using Robust Cell Detection and Online Dictionary Learning
2014
Automated Grading of Gliomas using Deep Learning in Digital Pathology Images: A modular approach with ensemble of convolutional neural networks.
2015
UV Radiation and the Skin
2013 Standout
Deep Learning in Medical Image Analysis
2017 Standout
Sensing the Environment: Regulation of Local and Global Homeostasis by the Skin's Neuroendocrine System
2012
Works of Sonal Kothari being referenced
Regulation of melanogenesis – controversies and new concepts
2008
Automated cell counting and cluster segmentation using concavity detection and ellipse fitting techniques
2009
In situ and in vitro evidence for DCoH/HNF-1α transcription of tyrosinase in human skin melanocytes
2003
Human phenylalanine hydroxylase is activated by H2O2: a novel mechanism for increasing the l-tyrosine supply for melanogenesis in melanocytes
2004
Histological image classification using biologically interpretable shape-based features
2013
Eliminating tissue-fold artifacts in histopathological whole-slide images for improved image-based prediction of cancer grade
2013
Pathology imaging informatics for quantitative analysis of whole-slide images
2013
Automatic batch-invariant color segmentation of histological cancer images
2011
Removing Batch Effects From Histopathological Images for Enhanced Cancer Diagnosis
2013
Biological interpretation of morphological patterns in histopathological whole-slide images
2012
Comparison of normalization algorithms for cross-batch color segmentation of histopathological images
2014