{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T14:28:10Z","timestamp":1766068090941,"version":"3.32.0"},"reference-count":10,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T00:00:00Z","timestamp":1734307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,16]],"date-time":"2024-12-16T00:00:00Z","timestamp":1734307200000},"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":[[2024,12,16]]},"DOI":"10.1109\/icspcs63175.2024.10815918","type":"proceedings-article","created":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T19:22:35Z","timestamp":1735759355000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["Enhancing Neural Network Performance for Medical Data Analysis through Feature Engineering"],"prefix":"10.1109","author":[{"given":"Nadieh","family":"Moghadam","sequence":"first","affiliation":[{"name":"University of San Diego"}]},{"given":"Vahraz","family":"Honary","sequence":"additional","affiliation":[{"name":"University of San Diego"}]},{"given":"Soudeh","family":"Khoubrouy","sequence":"additional","affiliation":[{"name":"California State University San Marcos"}]}],"member":"263","reference":[{"issue":"12","key":"ref1","first-page":"109","article-title":"Feature engineering for bioinformatics: A review","volume":"34","author":"Smith","year":"2018","journal-title":"Bioinformatics"},{"key":"ref2","first-page":"103381","article-title":"Feature engineering in clinical predictive modeling: A case study","volume":"103","author":"Johnson","year":"2020","journal-title":"Journal of Biomedical Informatics"},{"volume-title":"Feature engineering for machine learning and data analytics","year":"2019","author":"Zhang","key":"ref3"},{"key":"ref4","first-page":"678909","article-title":"Feature engineering for machine learning in healthcare: A survey","volume":"4","author":"Gupta","year":"2021","journal-title":"Frontiers in Artificial Intelligence"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2943927"},{"key":"ref6","first-page":"1406","article-title":"CNN-RNN Based Intelligent Recommendation for Online Medical Pre-Diagnosis Support","author":"Natarajan","year":"2021","journal-title":"IEEE International Conference on Big Data (Big Data)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ITNEC52019.2021.9586966"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICSCAN53069.2021.9526521"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2020.2994780"},{"article-title":"Synthetic Data in Healthcare","year":"2023","author":"McDuff","key":"ref10"}],"event":{"name":"2024 17th International Conference on Signal Processing and Communication System (ICSPCS)","start":{"date-parts":[[2024,12,16]]},"location":"Surfers Paradise, Australia","end":{"date-parts":[[2024,12,18]]}},"container-title":["2024 17th International Conference on Signal Processing and Communication System (ICSPCS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10815718\/10815703\/10815918.pdf?arnumber=10815918","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,2]],"date-time":"2025-01-02T06:04:46Z","timestamp":1735797886000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10815918\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,16]]},"references-count":10,"URL":"https:\/\/doi.org\/10.1109\/icspcs63175.2024.10815918","relation":{},"subject":[],"published":{"date-parts":[[2024,12,16]]}}}