Projects: cran: pROC
https://packages.ecosyste.ms/registries/cran.r-project.org/packages/pROC
Display and Analyze ROC Curves
38 versions
Latest release: almost 3 years ago
137 dependent packages
199,952 downloads last month
Enhanced Analysis
Repository Activity:
README Analysis:
DOI Found
Science Score: 95/100
Starting Score: 100 points
Bonuses:
-
+6
Science terms in README
3 scientific terms found in README -
+20
DOI references
2 DOI references found in README
Penalties:
-
-15
No science keywords
No scientific terms found in keywords/classifiers -
-10
No science terms in description
No scientific terms found in description
Very Likely Science (95)
Papers Mentioning pROC 1,740
10.1186/s40246-021-00341-4
Identification of hub genes associated with prognosis, diagnosis, immune infiltration and therapeutic drug in liver cancer by integrated analysisCited by: 9
Author(s): Xinyi Lei, Miao Zhang, Bingsheng Guan, Qiang Chen, Zhiyong Dong, Cunchuan Wang
Software Mentions: 1
Published: about 5 years ago
10.1038/s41598-020-65936-8
Integrative phenotyping of glycemic responders upon clinical weight loss using multi-omicsCited by: 17
Author(s): Armand Valsesia, Anirikh Chakrabarti, Jörg Hager, Dominique Langin, Wim H. M. Saris, Arne Astrup, Ellen E. Blaak, Nathalie Viguerie, Mojgan Masoodi
Software Mentions: 1
Published: about 6 years ago
10.1038/s41598-020-65227-2
A nomogram to predict the risk of hepatic encephalopathy after transjugular intrahepatic portosystemic shunt in Cirrhotic PatientsCited by: 18
Author(s): Xiaochun Yin, Feng Zhang, Hu Guo, Chunyan Peng, Wei Zhang, Jiangqiang Xiao, Yi Wang, Xiaoping Zou, Ming Zhang, Yuzheng Zhuge
Software Mentions: 1
Published: about 6 years ago
10.1002/cam4.3294
Population bias in somatic measurement of microsatellite instability statusCited by: 2
Author(s): Michelle Saul, Kelsey Poorman, Hongseok Tae, Ari M. Vanderwalde, Phillip Stafford, David Spetzler, W. Michael Korn, Zoran Gatalica, Jeff Swensen
Software Mentions: 1
Published: about 6 years ago
10.3389/fonc.2021.630780
3T DCE-MRI Radiomics Improves Predictive Models of Complete Response to Neoadjuvant Chemotherapy in Breast CancerCited by: 12
Author(s): Stefania Montemezzi, Giulio Benetti, Maria Vittoria Bisighin, Lucia Camera, Chiara Zerbato, Francesca Caumo, Elena Fiorio, Sara Zanelli, Michele Zuffante, Carlo Cavedon
Software Mentions: 1
Published: over 5 years ago
10.1186/s12935-019-0900-4
DNA methylation-based classification and identification of renal cell carcinoma prognosis-subgroupsCited by: 24
Author(s): Wenbiao Chen, Zhuang Jia, Peter Wang, Jingjing Jiang, Changpo Lin, Ping Zeng, Liang Yan, Xujun Zhang, Yong Dai, Hongyan Diao
Software Mentions: 1
Published: about 7 years ago
10.1186/s12935-020-01480-9
Prognostic value of a five-lncRNA signature in esophageal squamous cell carcinomaCited by: 8
Author(s): Lan Zhang, Pan Li, Enjie Liu, Chenju Xing, Di Zhu, Jianying Zhang, Weiwei Wang, Guozhong Jiang
Software Mentions: 1
Published: about 6 years ago
10.1038/s41598-020-66837-6
SLC25A11 serves as a novel prognostic biomarker in liver cancerCited by: 6
Author(s): Guoqiang Pan, Ruobing Wang, Shengnan Jia, Yanqing Li, Yan Jiao, Nan Liu
Software Mentions: 1
Published: about 6 years ago
10.1186/s12879-020-4814-5
Eosinopenia as a diagnostic marker of bloodstream infection in a general internal medicine setting: a cohort studyCited by: 11
Author(s): Takanobu Hirosawa, Yukinori Harada, Kohei Morinaga, Hiroshi Takase, Michihiro Nin, Taro Shimizu
Software Mentions: 1
Published: over 6 years ago
10.1186/s12878-017-0082-z
Diagnostic utility of zinc protoporphyrin to detect iron deficiency in Kenyan preschool children: a community-based surveyCited by: 9
Author(s): Emily M. Teshome, Andrew M. Prentice, Ayşe Demir, Pauline Andang’o, Hans Verhoef
Software Mentions: 1
Published: about 9 years ago
10.1093/hmg/ddaa164
Skeletal muscle regeneration in facioscapulohumeral muscular dystrophy is correlated with pathological severityCited by: 18
Author(s): Christopher R. S. Banerji, Don Henderson, Rabi Tawil, Peter S. Zammit
Software Mentions: 1
Published: about 6 years ago
10.1186/bcr3238
High-throughput mammographic-density measurement: a tool for risk prediction of breast cancerCited by: 99
Author(s): Jingmei Li, L. Szekeres, Louise Eriksson, Boel Heddson, Ann Sundbom, Kamila Czene, Per Hall, Keith Humphreys
Software Mentions: 1
Published: about 14 years ago
10.1371/journal.pone.0199640
Alterations in the gut bacterial microbiome in fungal Keratitis patientsCited by: 58
Author(s): Sama Kalyana Chakravarthy, Rajagopalaboopathi Jayasudha, Konduri Ranjith, Anirban Dutta, Nishal Kumar Pinna, Sharmila S. Mande, Savitri Sharma, Prashant Garg, Somasheila I Murthy, Sisinthy Shivaji
Software Mentions: 1
Published: about 8 years ago
10.1186/s13075-015-0896-7
Improved monitoring of clinical response in Systemic Lupus Erythematosus by longitudinal trend in soluble vascular cell adhesion molecule-1Cited by: 21
Author(s): Myles Lewis, Simon Vyse, Adrian M Shields, Lu Zou, Munther A. Khamashta, Patrick Gordon, Costantino Pitzalis, Timothy J. Vyse, David D’Cruz
Software Mentions: 1
Published: over 10 years ago
10.1186/s13058-019-1239-4
Comprehensive evaluation of methods to assess overall and cell-specific immune infiltrates in breast cancerCited by: 26
Author(s): Iris Nederlof, Davide De Bortoli, Yacine Barèche, Bastien Nguyen, Michiel de Maaker, Gerrit K. J. Hooijer, Laurence Buisseret, Marleen Kok, Marcel Smid, Gert G. G. M. Van den Eynden, Arie B. Brinkman, Jan Hudeček, Jan Koster, Christos Sotiriou, Denis Larsimont, John W.M. Martens, Marc J. van de Vijver, Hugo M. Horlings, Roberto Salgado, Elia Biganzoli, Christine Desmedt
Software Mentions: 1
Published: over 6 years ago
10.1371/journal.pone.0096564
Discordance of Tuberculin Skin Test and Interferon Gamma Release Assay in Recently Exposed Household Contacts of Pulmonary TB Cases in BrazilCited by: 25
Author(s): Rodrigo Ribeiro‐Rodrigues, Soyeon Kim, Flávia Dias Coelho da Silva, Aleksandra Uzelac, Lauren F Collins, Moisés Palaci, David Alland, Reynaldo Dietze, Jerrold J. Ellner, Edward C. Jones-López, Padmini Salgame
Software Mentions: 1
Published: over 12 years ago
10.1186/s13058-014-0456-0
Pathologic response prediction to neoadjuvant chemotherapy utilizing pretreatment near-infrared imaging parameters and tumor pathologic criteriaCited by: 38
Author(s): Quing Zhu, Liqun Wang, Susan Tannenbaum, Andrew Ricci, Patricia DeFusco, Poornima Hegde
Software Mentions: 1
Published: almost 12 years ago
10.3390/brainsci10080551
A Novel Mutual Information Based Feature Set for Drivers’ Mental Workload Evaluation Using Machine LearningCited by: 14
Author(s): Mir Riyanul Islam, Shaibal Barua, Mobyen Uddin Ahmed, Shahina Begum, Pietro Aricò, Gianluca Borghini, Gianluca Di Flumeri
Software Mentions: 1
Published: about 6 years ago
10.1093/hmg/ddaa030
Genome-wide assessment of genetic risk for systemic lupus erythematosus and disease severityCited by: 45
Author(s): Lingyan Chen, Yongfei Wang, Lu Liu, Adrianna Bielowka, Rahell Ahmed, Huoru Zhang, Phil Tombleson, Amy L. Roberts, Christopher A. Odhams, Deborah S. Cunninghame Graham, Xuejun Zhang, Wu Yang, Timothy J. Vyse, David L. Morris
Software Mentions: 1
Published: over 6 years ago
10.1093/braincomms/fcab157
Amyotrophic lateral sclerosis patients show increased peripheral and intrathecal T-cell activationCited by: 20
Author(s): Leoni Rolfes, Andreas Schulte‐Mecklenbeck, Stefanie Schreiber, Stefan Vielhaber, Michaël Herty, Anika Marten, Steffen Pfeuffer, Tobias Ruck, Heinz Wiendl, Catharina C. Groß, Sven G. Meuth, Matthias Boentert, Marc Pawlitzki
Software Mentions: 1
Published: over 5 years ago
10.3389/fonc.2021.640375
Usefulness of the Texture Signatures Based on Multiparametric MRI in Predicting Growth Hormone Pituitary Adenoma SubtypesCited by: 3
Author(s): Chenxi Liu, Li-Jun Heng, Yu Han, Shengzhong Wang, Lin‐Feng Yan, Ying Yu, Jialiang Ren, Weidong Wen, Yu-Chuan Hu, Guangbin Cui
Software Mentions: 1
Published: about 5 years ago
10.1002/brb3.391
A semi‐supervised Support Vector Machine model for predicting the language outcomes following cochlear implantation based on pre‐implant brain<scp>fMRI</scp>imagingCited by: 24
Author(s): Lirong Tan, Scott K. Holland, Aniruddha K. Deshpande, Ye Chen, Daniel I. Choo, Long Lu
Software Mentions: 1
Published: almost 11 years ago
10.1002/brb3.1080
Functional brain network centrality is related to APOE genotype in cognitively normal elderlyCited by: 17
Author(s): Alle Meije Wink, Betty M. Tijms, Mara ten Kate, Eva Raspor, Jan C. de Munck, Ellemarije Altena, Mirian Ecay-Torres, Montserrat Clerigué, Ainara Estanga, Maite García-Sebastián, Andrea Izagirre, Pablo Martínez-Lage Álvarez, Jorge Villanúa, Frederik Barkhof, Ernesto Sanz-Arigita
Software Mentions: 1
Published: almost 8 years ago
10.1186/s12913-021-06951-x
Predictive accuracy of enhanced versions of the on-admission National Early Warning Score in estimating the risk of COVID-19 for unplanned admission to hospital: a retrospective development and validation studyCited by: 0
Author(s): Muhammad Faisal, Mohammed Amin Mohammed, Donald Richardson, Ewout W. Steyerberg, Massimo Fiori, Kevin Beatson
Software Mentions: 1
Published: almost 5 years ago
10.1038/s41598-021-93056-4
Comparison of machine learning methods to predict udder health status based on somatic cell counts in dairy cowsCited by: 17
Author(s): Tania Bobbo, Stefano Biffani, Cristian Taccioli, M. Penasa, Martino Cassandro
Software Mentions: 1
Published: about 5 years ago
10.3399/bjgp16X684361
Predicting antibiotic prescription after symptomatic treatment for urinary tract infection: development of a model using data from an RCT in general practiceCited by: 14
Author(s): Ildikó Gágyor, Jörg Haasenritter, Jutta Bleidorn, Warren J. McIsaac, Guido Schmiemann, Eva Hummers-Pradier, Wolfgang Himmel
Software Mentions: 1
Published: over 10 years ago
10.3399/BJGP.2020.0940
Frequency of Renal Monitoring — Creatinine and Cystatin C (FORM-2C): an observational cohort study of patients with reduced eGFR in primary careCited by: 3
Author(s): Susannah Fleming, Rafael Perera, Kathryn Taylor, Louise Jones, FD Richard Hobbs, Tim James, Chris O’Callaghan, Brian Shine, Jan Y Verbakel, Richard Stevens, Clare Bankhead
Software Mentions: 1
Published: about 5 years ago
10.1371/journal.pone.0141551
DisPredict: A Predictor of Disordered Protein Using Optimized RBF KernelCited by: 21
Author(s): Sumaiya Iqbal, Tamjidul Hoque
Software Mentions: 1
Published: almost 11 years ago
10.3389/fonc.2021.627947
Potential Value of Radiomics in the Identification of Stage T3 and T4a Esophagogastric Junction Adenocarcinoma Based on Contrast-Enhanced CT ImagesCited by: 10
Author(s): Chang Xu, Xiaomao Guo, Xiaole Li, Xiaoxu Han, Xiaoxiao Li, Xiaoyan Liu, Jialiang Ren
Software Mentions: 1
Published: over 5 years ago
10.1186/s12877-019-1154-7
Risk assessment models for potential use in the emergency department have lower predictive ability in older patients compared to the middle-aged for short-term mortality – a retrospective cohort studyCited by: 11
Author(s): Martin Schultz, Line Jee Hartmann Rasmussen, Nicholas Carlson, Rasmus Bo Hasselbalch, Birgitte Nybo Jensen, Lotte Usinger, Jesper Eugen‐Olsen, Christian Torp‐Pedersen, Lars S. Rasmussen, Kasper Iversen
Software Mentions: 1
Published: over 7 years ago
10.1371/journal.pone.0066367
MRI Markers for Mild Cognitive Impairment: Comparisons between White Matter Integrity and Gray Matter Volume MeasurementsCited by: 63
Author(s): Yu Zhang, Norbert Schuff, Monica R. Camacho, Li-Lian Chao, Thomas Fletcher, Kristine Yaffe, Susan Woolley, Catherine Madison, Howard J. Rosen, Bruce L. Miller, Michael W. Weiner
Software Mentions: 1
Published: about 13 years ago
10.1038/s41416-018-0270-z
Ovarian tumours of different histologic type and clinical stage induce similar changes in lipid metabolismCited by: 20
Author(s): Riikka Johanna Niemi, Elena Ioana Braicu, Hagen Kulbe, Kaisa M. Koistinen, Jalid Sehouli, Ulla Puistola, Johanna Mäenpää, Mika Hilvo
Software Mentions: 1
Published: almost 8 years ago
10.1186/s12877-020-1500-9
Frailty assessment and risk prediction by GRACE score in older patients with acute myocardial infarctionCited by: 21
Author(s): Atul Anand, Sarah Cudmore, S Robertson, Jacqueline Stephen, Kristin Haga, Christopher J. Weir, Scott A Murray, Kirsty Boyd, Julian Gunn, Javaid Iqbal, Alasdair M.J. MacLullich, Susan D. Shenkin, Keith Fox, Nicholas L. Mills, Martin A. Denvir
Software Mentions: 1
Published: over 6 years ago
10.1186/s12877-020-1475-6
Clinically useful prediction of hospital admissions in an older populationCited by: 24
Author(s): Jan Marcusson, Magnus Nord, Huan-Ji Dong, Johan Lyth
Software Mentions: 1
Published: over 6 years ago
10.1038/s41416-020-0902-y
Identification of EMT-related high-risk stage II colorectal cancer and characterisation of metastasis-related genesCited by: 18
Author(s): Kai Wang, Kai Song, Zhigang Ma, Yang Yao, Chao Liu, Jing Yang, Huiting Xiao, Jiashuai Zhang, Yanqiao Zhang, Wenyuan Zhao
Software Mentions: 1
Published: over 6 years ago
10.3390/cancers13184568
Combination of a 15-SNP Polygenic Risk Score and Classical Risk Factors for the Prediction of Breast Cancer Risk in Cypriot WomenCited by: 5
Author(s): Kristia Yiangou, Kyriacos Kyriacou, Eleni Kakouri, Yiola Marcou, Mihalis Ι. Panayiotidis, Maria A. Loizidou, Andreas Hadjisavvas, Kyriaki Michailidou
Software Mentions: 1
Published: almost 5 years ago
10.3389/fonc.2020.00838
CT-Imaging Based Analysis of Invasive Lung Adenocarcinoma Presenting as Ground Glass Nodules Using Peri- and Intra-nodular Radiomic FeaturesCited by: 32
Author(s): Linyu Wu, Chen Gao, Ping Xiang, Sisi Zheng, Peipei Pang, Maosheng Xu
Software Mentions: 1
Published: about 6 years ago
10.1038/s41598-020-72813-x
Density-based classification in diabetic retinopathy through thickness of retinal layers from optical coherence tomographyCited by: 5
Author(s): Shariq Mohammed, Tingyang Li, Xing D. Chen, Elisa Warner, Anand Shankar, Maria Fernanda Abalem, Thiran Jayasundera, Thomas W. Gardner, Arvind Rao
Software Mentions: 1
Published: almost 6 years ago
10.3390/biomedicines8060173
The Percentage of Free PSA and Urinary Markers Distinguish Prostate Cancer from Benign Hyperplasia and Contribute to a More Accurate Indication for Prostate BiopsyCited by: 5
Author(s): Zlata Hušková, Jana Knillová, Zdeněk Kolář, Jana Vrbková, Milan Král, Jan Bouchal
Software Mentions: 1
Published: about 6 years ago