Standout Papers
Citation Impact
Citing Papers
Development and Validation of a Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer
2016
Radiomics Features of Multiparametric MRI as Novel Prognostic Factors in Advanced Nasopharyngeal Carcinoma
2017
Imaging Intratumor Heterogeneity: Role in Therapy Response, Resistance, and Clinical Outcome
2014
Computational Radiomics System to Decode the Radiographic Phenotype
2017 Standout
Oral cavity and oropharyngeal squamous cell carcinoma—an update
2015 Standout
Infrared molecular fingerprinting of blood-based liquid biopsies for the detection of cancer
2021 StandoutNobel
Reproducibility of radiomics for deciphering tumor phenotype with imaging
2016
Secure, privacy-preserving and federated machine learning in medical imaging
2020 Standout
Virtual ChIP-seq: predicting transcription factor binding by learning from the transcriptome
2022
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
2020 Standout
Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features
2017
Head and neck squamous cell carcinoma
2020 Standout
Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks
2018
The history and advances in cancer immunotherapy: understanding the characteristics of tumor-infiltrating immune cells and their therapeutic implications
2020 Standout
Head and neck cancers—major changes in the American Joint Committee on cancer eighth edition cancer staging manual
2017 Standout
Determining cell type abundance and expression from bulk tissues with digital cytometry
2019 Standout
A view on drug resistance in cancer
2019 StandoutNature
Hepatocellular carcinoma
2016 Standout
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
2019 Standout
Approaches to treat immune hot, altered and cold tumours with combination immunotherapies
2019 Standout
Targeting Ferroptosis to Iron Out Cancer
2019 Standout
Clonal Heterogeneity and Tumor Evolution: Past, Present, and the Future
2017 Standout
Head and Neck Squamous Cell Carcinoma: Update on Epidemiology, Diagnosis, and Treatment
2016 Standout
Understanding the tumor immune microenvironment (TIME) for effective therapy
2018 Standout
AI in health and medicine
2022 Standout
Radiomics: Images Are More than Pictures, They Are Data
2015 Standout
xCell: digitally portraying the tissue cellular heterogeneity landscape
2017 Standout
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer
2017
Convolutional neural networks: an overview and application in radiology
2018 Standout
Nasopharyngeal carcinoma
2019 Standout
Cancer stem cells revisited
2017 Standout
Merkel cell carcinoma
2017
Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma
2015
Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method
2019
On the Interpretability of Artificial Intelligence in Radiology: Challenges and Opportunities
2020
Impact of Reconstruction Algorithms on CT Radiomic Features of Pulmonary Tumors: Analysis of Intra- and Inter-Reader Variability and Inter-Reconstruction Algorithm Variability
2016
Radiomic machine-learning classifiers for prognostic biomarkers of advanced nasopharyngeal carcinoma
2017
Targeted Degradation of SLC Transporters Reveals Amenability of Multi-Pass Transmembrane Proteins to Ligand-Induced Proteolysis
2020
Preparing Medical Imaging Data for Machine Learning
2020 Standout
Multimodal biomedical AI
2022 Standout
Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data
2020 Standout
Designing deep learning studies in cancer diagnostics
2021
Early and locally advanced non-small-cell lung cancer (NSCLC): ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up
2017 Standout
Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation
2014
Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study
2019
A survey on deep learning in medical image analysis
2017 Standout
Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology
2017 Standout
Deep learning in histopathology: the path to the clinic
2021 Standout
Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage
2019 Standout
The evolving tumor microenvironment: From cancer initiation to metastatic outgrowth
2023 Standout
EMT: 2016
2016 Standout
Biological and Therapeutic Impact of Intratumor Heterogeneity in Cancer Evolution
2015
PROTAC targeted protein degraders: the past is prologue
2022 Standout
Validation of High-Risk Computed Tomography Features for Detection of Local Recurrence After Stereotactic Body Radiation Therapy for Early-Stage Non-Small Cell Lung Cancer
2016
Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models
2016
Measuring Computed Tomography Scanner Variability of Radiomics Features
2015
Is there a causal relationship between genetic changes and radiomics-based image features? An in vivo preclinical experiment with doxycycline inducible GADD34 tumor cells
2015
Harnessing multimodal data integration to advance precision oncology
2021
The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis
2015
The PI3K Pathway in Human Disease
2017 Standout
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Artificial intelligence in radiology
2018 Standout
Radiomics: the bridge between medical imaging and personalized medicine
2017 Standout
Artificial intelligence in radiation oncology
2020
Tumour heterogeneity and resistance to cancer therapies
2017 Standout
External validation of a prognostic CT-based radiomic signature in oropharyngeal squamous cell carcinoma
2015
SOCS1 regulates senescence and ferroptosis by modulating the expression of p53 target genes
2017
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016 Standout
Lipid Nanoparticles Delivering Constitutively Active STING mRNA to Stimulate Antitumor Immunity
2022 StandoutNobel
TIMER2.0 for analysis of tumor-infiltrating immune cells
2020 Standout
Deep Learning in Medical Imaging: General Overview
2017
Automatic classification of prostate cancer Gleason scores from multiparametric magnetic resonance images
2015
Prediction of malignant and benign of lung tumor using a quantitative radiomic method
2016
Separation of metal salts by insolubilized noncyclic poly(oxyethylene) derivatives
1980
Deep Learning–based Image Conversion of CT Reconstruction Kernels Improves Radiomics Reproducibility for Pulmonary Nodules or Masses
2019
Methodologic Guide for Evaluating Clinical Performance and Effect of Artificial Intelligence Technology for Medical Diagnosis and Prediction
2018 Standout
Artificial intelligence in cancer imaging: Clinical challenges and applications
2019 Standout
The Potential of Radiomic-Based Phenotyping in Precision Medicine
2016
Can AI Help in Screening Viral and COVID-19 Pneumonia?
2020 Standout
Wound Healing: A Cellular Perspective
2018 Standout
Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images
2016
Machine Learning in Agriculture: A Review
2018 Standout
Refining American Joint Committee on Cancer/Union for International Cancer Control TNM Stage and Prognostic Groups for Human Papillomavirus–Related Oropharyngeal Carcinomas
2015
The development and validation of a CT-based radiomics signature for the preoperative discrimination of stage I-II and stage III-IV colorectal cancer
2016
Coordination chemistry of chelating resins and ion exchangers
1984 Standout
Deep Learning in Medical Image Analysis
2017 Standout
Multi-scale Convolutional Neural Networks for Lung Nodule Classification
2015
Spatial Habitat Features Derived from Multiparametric Magnetic Resonance Imaging Data Are Associated with Molecular Subtype and 12-Month Survival Status in Glioblastoma Multiforme
2015
Works of Patrick Großmann being referenced
Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer
2015
Exploratory Study to Identify Radiomics Classifiers for Lung Cancer Histology
2016
Integration of TP53, DREAM, MMB-FOXM1 and RB-E2F target gene analyses identifies cell cycle gene regulatory networks
2016
Quantitative imaging biomarkers for risk stratification of patients with recurrent glioblastoma treated with bevacizumab
2017
Machine Learning methods for Quantitative Radiomic Biomarkers
2015 Standout
Radiomic Machine-Learning Classifiers for Prognostic Biomarkers of Head and Neck Cancer
2015
CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma
2015
Imaging-genomics reveals driving pathways of MRI derived volumetric tumor phenotype features in Glioblastoma
2016
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study
2018
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
2014 Standout
Defining a Radiomic Response Phenotype: A Pilot Study using targeted therapy in NSCLC
2016
TU‐CD‐BRB‐02: BEST IN PHYSICS (JOINT IMAGING‐THERAPY): Identification of Molecular Phenotypes by Integrating Radiomics and Genomics
2015
Preparation and Properties of Styrene-Divinylbenzene Copolymers with Immobilized Neutral Complexing Molecules
1977
PharmacoGx: an R package for analysis of large pharmacogenomic datasets
2015
Somatic mutations associated with MRI-derived volumetric features in glioblastoma
2015
Correction: Corrigendum: Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
2014
Defining the biological basis of radiomic phenotypes in lung cancer
2017