{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T14:05:47Z","timestamp":1785333947041,"version":"3.55.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,6]]},"DOI":"10.1109\/bibm55620.2022.9995133","type":"proceedings-article","created":{"date-parts":[[2023,1,2]],"date-time":"2023-01-02T19:09:24Z","timestamp":1672686564000},"page":"3446-3453","source":"Crossref","is-referenced-by-count":3,"title":["An Efficient Voxel-Based Deep Learning Approach for Ligand Binding Site Detection"],"prefix":"10.1109","author":[{"given":"Jingbo","family":"Liang","sequence":"first","affiliation":[{"name":"University of New Mexico,Department of Computer Science,Albuquerque,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bruna","family":"Jacobson","sequence":"additional","affiliation":[{"name":"University of New Mexico,Department of Computer Science,Albuquerque,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"issue":"12","key":"ref1","first-page":"2438","article-title":"Protein clefts in molecular recognition and function","volume":"5","author":"Laskowski","year":"1996","journal-title":"Protein science: a publication of the Protein Society"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btab154"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-019-0666-6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btab009"},{"key":"ref5","first-page":"14448","article-title":"Fast geometric learning with symbolic matrices","volume":"33","author":"Feydy","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","article-title":"Pytorch: An imperative style, high-performance deep learning library","volume":"32","author":"Paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr46437.2021.01502"},{"key":"ref8","article-title":"Atomnet: a deep convolutional neural network for bioactivity prediction in structure-based drug discovery","author":"Wallach","year":"2015","journal-title":"arXiv preprint arXiv:1510.02855"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmgm.2021.107865"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00961"},{"issue":"4","key":"ref11","first-page":"1","article-title":"O-cnn: Octree-based convolutional neural networks for 3d shape analysis","volume":"36","author":"Wang","year":"2017","journal-title":"ACM Transactions On Graphics (TOG)"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/130881.130882"},{"issue":"6","key":"ref13","article-title":"Efficient sparse voxel octrees--analysis, extensions, and implementation","volume":"2","author":"Laine","year":"2010","journal-title":"NVIDIA Corporation"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx350"},{"key":"ref15","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv preprint arXiv:1409.1556"},{"key":"ref16","volume-title":"The paraview guide: a parallel visualization application","author":"Ayachit","year":"2015"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/0262-8856(92)90076-F"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1080\/10867651.1999.10487513"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/0022-2836(82)90515-0"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1006\/jmbi.1998.2401"},{"key":"ref21","article-title":"Theoretical studies of hydrogen bonding","author":"REIHER","year":"1985"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-2836(03)00021-4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/pro.3280"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty374"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5555\/2999134.2999257"},{"key":"ref26","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"International conference on machine learning","author":"Ioffe"},{"issue":"1","key":"ref27","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"The journal of machine learning research"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1161\/01.ATV.19.10.2281"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/S0006-3495(85)83837-6"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/nsb1203-980"}],"event":{"name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Las Vegas, NV, USA","start":{"date-parts":[[2022,12,6]]},"end":{"date-parts":[[2022,12,8]]}},"container-title":["2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9994793\/9994847\/09995133.pdf?arnumber=9995133","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T12:49:43Z","timestamp":1706791783000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9995133\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,6]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/bibm55620.2022.9995133","relation":{},"subject":[],"published":{"date-parts":[[2022,12,6]]}}}