{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T14:10:31Z","timestamp":1766067031456,"version":"3.28.0"},"reference-count":54,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/cibcb.2019.8791473","type":"proceedings-article","created":{"date-parts":[[2019,8,8]],"date-time":"2019-08-08T23:50:41Z","timestamp":1565308241000},"page":"1-8","source":"Crossref","is-referenced-by-count":25,"title":["Integrating deep and radiomics features in cancer bioimaging"],"prefix":"10.1109","author":[{"given":"A.","family":"Bizzego","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"N.","family":"Bussola","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D.","family":"Salvalai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"M.","family":"Chierici","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Maggio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G.","family":"Jurman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C.","family":"Furlanello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/srep46479"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-10371-5"},{"key":"ref33","article-title":"Automatic Detection of Lung Nodules: False Positive Reduction Using Convolutional Neural Networks and Handcrafted Features","author":"fu","year":"0","journal-title":"Proc SPIE 10134 Medical Imaging 2017 Computer-Aided Diagnosis"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.3.3.034501"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.21037\/tcr.2018.05.02"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s13244-018-0669-3"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"12611","DOI":"10.1038\/s41598-018-30657-6","article-title":"Deep Learning and Radiomics predict complete response after neo-adjuvant chemoradiation for locally advanced rectal cancer","volume":"8","author":"bibault","year":"2018","journal-title":"Scientific Report"},{"key":"ref36","first-page":"1","article-title":"From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities","volume":"1808","author":"afshar","year":"2018","journal-title":"ArXiv"},{"key":"ref35","article-title":"Pattern Classification for Gastrointestinal Stromal Tumors by Integration of Radiomics and Deep Convolutional Features","volume":"may","author":"ning","year":"2018","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2629462"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1177\/1756286418775375"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3174\/ajnr.A5391"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-17-0339"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1159\/000493575"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.4.4.041301"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2535302"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/jrr\/rry077"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.2967\/jnumed.116.184655"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"388","DOI":"10.18383\/j.tom.2016.00211","article-title":"Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival Among Patients with Lung Adenocarcinoma","volume":"2","author":"paul","year":"2016","journal-title":"Tomography"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1007\/s10278-013-9622-7","article-title":"The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository","volume":"26","author":"vendt","year":"2013","journal-title":"Journal of Digital Imaging"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.5.3.036501"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0041882"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.21105\/joss.00861"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s00259-016-3427-0"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1186\/s40644-016-0091-3"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s13244-014-0349-x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1717139115"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0107-6"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-39206-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1006269"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2245129"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2011.11.036"},{"key":"ref15","first-page":"387","article-title":"Understanding Changes in Tumor Textural Indices in PET: a Comparison Between Visual Assessment and Index Values in Simulated and Patient Data","volume":"58","author":"orlhac","year":"2017","journal-title":"European Journal of Nuclear Medicine and Molecular Imaging"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1117\/1.JMI.5.1.011018"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1158\/0008-5472.CAN-17-0339"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.04.006"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-05848-2"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaw0029"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0300-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/42.538937"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0315-x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1159\/000481227"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1038\/nature21056","article-title":"Dermatologist-level classification of skin cancer with deep neural networks","volume":"542","author":"esteva","year":"2017","journal-title":"Nature"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/16.5.412"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"30","DOI":"10.4103\/jpi.jpi_34_17","article-title":"Deep Learning for Classification of Colorectal Polyps on Whole-Slide Images","volume":"8","author":"korbar","year":"2017","journal-title":"Journal of Pathology Informatics"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.2957"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.1665"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/0005-2795(75)90109-9"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.4029"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.2967\/jnumed.117.199935"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.2967\/jnumed.110.079624"},{"key":"ref44","first-page":"2825","article-title":"Scikit-learn: Machine Learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref43","first-page":"1","article-title":"Adam: A Method for Stochastic Optimization","author":"kingma","year":"0","journal-title":"3rd International Conference for Learning Representations (ICLR) 2015"}],"event":{"name":"2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","start":{"date-parts":[[2019,7,9]]},"location":"Siena, Italy","end":{"date-parts":[[2019,7,11]]}},"container-title":["2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8782659\/8791233\/08791473.pdf?arnumber=8791473","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,19]],"date-time":"2022-07-19T20:20:19Z","timestamp":1658262019000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8791473\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/cibcb.2019.8791473","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}