FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201312657> ?p ?o ?g. }

• W3201312657 abstract "Decision making on the treatment of vestibular schwannoma (VS) is mainly based on the symptoms, tumor size, patient's preference, and experience of the medical team. Here we provide objective tools to support the decision process by answering two questions: can a single checkup predict the need of active treatment?, and which attributes of VS development are important in decision making on active treatment? Using a machine-learning analysis of medical records of 93 patients, the objectives were addressed using two classification tasks: a time-independent case-based reasoning (CBR), where each medical record was treated as independent, and a personalized dynamic analysis (PDA), during which we analyzed the individual development of each patient's state in time. Using the CBR method we found that Koos classification of tumor size, speech reception threshold, and pure tone audiometry, collectively predict the need for active treatment with approximately 90% accuracy; in the PDA task, only the increase of Koos classification and VS size were sufficient. Our results indicate that VS treatment may be reliably predicted using only a small set of basic parameters, even without the knowledge of individual development, which may help to simplify VS treatment strategies, reduce the number of examinations, and increase cause effectiveness." @default.
• W3201312657 created "2021-09-27" @default.
• W3201312657 creator A5027992427 @default.
• W3201312657 creator A5032335551 @default.
• W3201312657 creator A5032629256 @default.
• W3201312657 creator A5040624428 @default.
• W3201312657 creator A5047713823 @default.
• W3201312657 creator A5060953174 @default.
• W3201312657 creator A5062378625 @default.
• W3201312657 date "2021-09-15" @default.
• W3201312657 modified "2023-10-13" @default.
• W3201312657 title "Decision making on vestibular schwannoma treatment: predictions based on machine-learning analysis" @default.
• W3201312657 cites W1680622244 @default.
• W3201312657 cites W1692174238 @default.
• W3201312657 cites W1900742723 @default.
• W3201312657 cites W1979798042 @default.
• W3201312657 cites W1992221733 @default.
• W3201312657 cites W2004147962 @default.
• W3201312657 cites W2019073584 @default.
• W3201312657 cites W2022724991 @default.
• W3201312657 cites W2024401547 @default.
• W3201312657 cites W2046951956 @default.
• W3201312657 cites W2059392140 @default.
• W3201312657 cites W2069665611 @default.
• W3201312657 cites W2088794999 @default.
• W3201312657 cites W2093958598 @default.
• W3201312657 cites W2111278425 @default.
• W3201312657 cites W2111709505 @default.
• W3201312657 cites W2122210511 @default.
• W3201312657 cites W2137687977 @default.
• W3201312657 cites W2153028052 @default.
• W3201312657 cites W2161136893 @default.
• W3201312657 cites W2338781051 @default.
• W3201312657 cites W2502759836 @default.
• W3201312657 cites W2523700797 @default.
• W3201312657 cites W2560012728 @default.
• W3201312657 cites W2596463661 @default.
• W3201312657 cites W2600746833 @default.
• W3201312657 cites W2766361559 @default.
• W3201312657 cites W2769107132 @default.
• W3201312657 cites W2781415250 @default.
• W3201312657 cites W2908107242 @default.
• W3201312657 cites W2911379947 @default.
• W3201312657 cites W2916048747 @default.
• W3201312657 cites W2916913565 @default.
• W3201312657 cites W2919115771 @default.
• W3201312657 cites W2955374087 @default.
• W3201312657 cites W2956462008 @default.
• W3201312657 cites W2978067824 @default.
• W3201312657 cites W3006067152 @default.
• W3201312657 cites W3018765277 @default.
• W3201312657 cites W3023211159 @default.
• W3201312657 cites W3039955899 @default.
• W3201312657 cites W3046711406 @default.
• W3201312657 cites W3094526784 @default.
• W3201312657 cites W4236137412 @default.
• W3201312657 cites W4236619680 @default.
• W3201312657 cites W4239510810 @default.
• W3201312657 cites W4253740041 @default.
• W3201312657 cites W580075149 @default.
• W3201312657 doi "https://doi.org/10.1038/s41598-021-97819-x" @default.
• W3201312657 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8443556" @default.
• W3201312657 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34526580" @default.
• W3201312657 hasPublicationYear "2021" @default.
• W3201312657 type Work @default.
• W3201312657 sameAs 3201312657 @default.
• W3201312657 citedByCount "5" @default.
• W3201312657 countsByYear W32013126572022 @default.
• W3201312657 countsByYear W32013126572023 @default.
• W3201312657 crossrefType "journal-article" @default.
• W3201312657 hasAuthorship W3201312657A5027992427 @default.
• W3201312657 hasAuthorship W3201312657A5032335551 @default.
• W3201312657 hasAuthorship W3201312657A5032629256 @default.
• W3201312657 hasAuthorship W3201312657A5040624428 @default.
• W3201312657 hasAuthorship W3201312657A5047713823 @default.
• W3201312657 hasAuthorship W3201312657A5060953174 @default.
• W3201312657 hasAuthorship W3201312657A5062378625 @default.
• W3201312657 hasBestOaLocation W32013126571 @default.
• W3201312657 hasConcept C105795698 @default.
• W3201312657 hasConcept C119857082 @default.
• W3201312657 hasConcept C141071460 @default.
• W3201312657 hasConcept C154945302 @default.
• W3201312657 hasConcept C162324750 @default.
• W3201312657 hasConcept C177264268 @default.
• W3201312657 hasConcept C187736073 @default.
• W3201312657 hasConcept C195910791 @default.
• W3201312657 hasConcept C199360897 @default.
• W3201312657 hasConcept C2780451532 @default.
• W3201312657 hasConcept C2781249084 @default.
• W3201312657 hasConcept C33923547 @default.
• W3201312657 hasConcept C41008148 @default.
• W3201312657 hasConcept C71924100 @default.
• W3201312657 hasConcept C84525736 @default.
• W3201312657 hasConceptScore W3201312657C105795698 @default.
• W3201312657 hasConceptScore W3201312657C119857082 @default.
• W3201312657 hasConceptScore W3201312657C141071460 @default.
• W3201312657 hasConceptScore W3201312657C154945302 @default.
• W3201312657 hasConceptScore W3201312657C162324750 @default.
• W3201312657 hasConceptScore W3201312657C177264268 @default.
• W3201312657 hasConceptScore W3201312657C187736073 @default.

• next