Standout Papers
Citation Impact
Citing Papers
Cluster failure: Why fMRI inferences for spatial extent have inflated false-positive rates
2016 Standout
Structures of Cas9 Endonucleases Reveal RNA-Mediated Conformational Activation
2014 StandoutScienceNobel
Visualizing Data using t-SNE
2008 StandoutNobel
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
2019 Standout
Clinical applications of the functional connectome
2013
Structure of a mammalian ryanodine receptor
2014 StandoutNatureNobel
High-resolution cryo-electron microscopy structure of the Trypanosoma brucei ribosome
2013 StandoutNatureNobel
Dermatologist-level classification of skin cancer with deep neural networks
2017 StandoutNature
Human-level control through deep reinforcement learning
2015 StandoutNatureNobel
Medical image processing on the GPU – Past, present and future
2013
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
ilastik: interactive machine learning for (bio)image analysis
2019 Standout
Hybrid computing using a neural network with dynamic external memory
2016 StandoutNatureNobel
Skull stripping using graph cuts
2009
xCell: digitally portraying the tissue cellular heterogeneity landscape
2017 Standout
A reproducible evaluation of ANTs similarity metric performance in brain image registration
2010 Standout
Hepatitis-C-virus-like internal ribosome entry sites displace eIF3 to gain access to the 40S subunit
2013 StandoutNatureNobel
Cellpose 2.0: how to train your own model
2022 Standout
SuRVoS: Super-Region Volume Segmentation workbench
2017
Infrared spectral histopathology (SHP): a novel diagnostic tool for the accurate classification of lung cancer
2012
3D Slicer as an image computing platform for the Quantitative Imaging Network
2012 Standout
Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity
2015 Standout
A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI
2016
The 2005 International Society of Urological Pathology (ISUP) Consensus Conference on Gleason Grading of Prostatic Carcinoma
2005 Standout
Structure of the mammalian ribosomal pre-termination complex associated with eRF1•eRF3•GDPNP
2013 StandoutNobel
Structure of mammalian eIF3 in the context of the 43S preinitiation complex
2015 StandoutNatureNobel
A survey on deep learning in medical image analysis
2017 Standout
Combining Multiple Dynamic Models and Deep Learning Architectures for Tracking the Left Ventricle Endocardium in Ultrasound Data
2013
Quantitative analysis of cryo-EM density map segmentation by watershed and scale-space filtering, and fitting of structures by alignment to regions
2010
Simultaneous epitope and transcriptome measurement in single cells
2017 Standout
Microscopy Image Browser: A Platform for Segmentation and Analysis of Multidimensional Datasets
2016
Highly Parallel Genome-wide Expression Profiling of Individual Cells Using Nanoliter Droplets
2015 Standout
Carving: Scalable Interactive Segmentation of Neural Volume Electron Microscopy Images
2011
Cellpose: a generalist algorithm for cellular segmentation
2020 Standout
Representation Learning: A Review and New Perspectives
2013 Standout
Dimensionality reduction for visualizing single-cell data using UMAP
2018 Standout
Active learning guided interactions for consistent image segmentation with reduced user interactions
2011
Droplet Barcoding for Single-Cell Transcriptomics Applied to Embryonic Stem Cells
2015 Standout
Digital pathology and artificial intelligence
2019 Standout
Distinct Cellular Mechanisms Underlie Anti-CTLA-4 and Anti-PD-1 Checkpoint Blockade
2017 StandoutNobel
Guided Image Filtering
2012 Standout
Graph analysis of the human connectome: Promise, progress, and pitfalls
2013
Within-subject template estimation for unbiased longitudinal image analysis
2012 Standout
State-of-the-Art in Visual Attention Modeling
2012 Standout
Structure of the Mammalian Ribosomal 43S Preinitiation Complex Bound to the Scanning Factor DHX29
2013 StandoutNobel
A survey of graph theoretical approaches to image segmentation
2012
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016 Standout
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011
2011
Unveiling the predictive power of static structure in glassy systems
2020 StandoutNobel
Unsupervised Joint Object Discovery and Segmentation in Internet Images
2013
EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks
2018 Standout
Robust Nucleus/Cell Detection and Segmentation in Digital Pathology and Microscopy Images: A Comprehensive Review
2016
Community detection in graphs
2009 Standout
Cryo-EM visualization of the ribosome in termination complex with apo-RF3 and RF1
2013 StandoutNobel
Geometry in active learning for binary and multi-class image segmentation
2019
A survey on Image Data Augmentation for Deep Learning
2019 Standout
CasA mediates Cas3-catalyzed target degradation during CRISPR RNA-guided interference
2014 StandoutNobel
Global Contrast Based Salient Region Detection
2014 Standout
Nonlocal Operators with Applications to Image Processing
2008 Standout
Nonlocal Linear Image Regularization and Supervised Segmentation
2007
Human-level performance in 3D multiplayer games with population-based reinforcement learning
2019 StandoutScienceNobel
Learned protein embeddings for machine learning
2018 StandoutNobel
Multi-scale structured CNN with label consistency for brain MR image segmentation
2016
An Automatic Learning-Based Framework for Robust Nucleus Segmentation
2015
Acquisition of chess knowledge in AlphaZero
2022 StandoutNobel
STRING v11: protein–protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets
2018 Standout
Recent advances in convolutional neural networks
2017 Standout
Similarities and Differences in the 2019 ISUP and GUPS Recommendations on Prostate Cancer Grading: A Guide for Practicing Pathologists
2020
Molecular Origin of Blood‐Based Infrared Spectroscopic Fingerprints**
2021 StandoutNobel
DehazeNet: An End-to-End System for Single Image Haze Removal
2016 Standout
Saliency model-based face segmentation and tracking in head-and-shoulder video sequences
2008
Internet visual media processing: a survey with graphics and vision applications
2013
Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
2008
Local-Global Parcellation of the Human Cerebral Cortex from Intrinsic Functional Connectivity MRI
2017 Standout
Works of Leo Grady being referenced
Random walks based multi-image segmentation: Quasiconvexity results and GPU-based solutions
2012
Random Walks for Image Segmentation
2006 Standout
Minimal Surfaces Extend Shortest Path Segmentation Methods to 3D
2008
Novel artificial intelligence system increases the detection of prostate cancer in whole slide images of core needle biopsies
2020
Regurgitation Quantification Using 3D PISA in Volume Echocardiography
2011
Network, Anatomical, and Non-Imaging Measures for the Prediction of ADHD Diagnosis in Individual Subjects
2012
Isoperimetric graph partitioning for image segmentation
2006
Random Walks for Interactive Organ Segmentation in Two and Three Dimensions: Implementation and Validation
2005
Combining Registration and Minimum Surfaces for the Segmentation of the Left Ventricle in Cardiac Cine MR Images
2009
Automated detection of diagnostically relevant regions in H&E stained digital pathology slides
2012
Power Watershed: A Unifying Graph-Based Optimization Framework
2010
Isoperimetric Partitioning: A New Algorithm for Graph Partitioning
2006
Discrete Calculus: Applied Analysis on Graphs for Computational Science
2014