Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge.
Aneeq ZiaKiran BhattacharyyaXi LiuMax BernikerZiheng WangRogerio NespoloSatoshi KondoSatoshi KasaiKousuke HirasawaBo LiuDavid AustinYiheng WangMichal FutregaJean-Francois PugetZhenqiang LiYoichi SatoRyo FujiiRyo HachiumaMana MasudaHideo SaitoAn WangMengya XuMobarakol IslamLong BaiWinnie PangHongliang RenChinedu Innocent NwoyeLuca SestiniNicolas PadoyMaximilian NielsenSamuel SchüttlerThilo SentkerHümeyra HusseiniIvo M. BaltruschatRüdiger SchmitzRené WernerAleksandr MatsunMugariya FarooqNuman SaeedJose Renato Restom VieraMohammad YaqubNeil GettyFangfang XiaZixuan ZhaoXiaotian DuanXing YaoAnge LouHao YangJintong HanJack H. NobleJie Ying WuTamer Abdulbaki AlshirbajiNour Aldeen JalalHerag ArabianNing DingKnut MoellerWeiliang ChenQuan HeLena Maier-HeinDanail StoyanovStefanie SpeidelAnthony M. JarcPublished in: CoRR (2023)
Keyphrases
- machine learning methods
- classification systems
- benchmark datasets
- classification method
- benchmark data sets
- cross validation
- feature extraction
- pattern recognition
- preprocessing
- significant improvement
- pattern classification
- data mining techniques
- data sets
- support vector machine svm
- classification models
- computer assisted
- classification rules
- feature set
- multi class
- feature vectors
- machine learning