107 related articles for article (PubMed ID: 34042612)
1. Semi-Automated Machine Learning Video Annotation for Gastroenterologists.
Krenzer A; Makowski K; Hekalo A; Puppe F
Stud Health Technol Inform; 2021 May; 281():484-485. PubMed ID: 34042612
[TBL] [Abstract][Full Text] [Related]
2. Fast machine learning annotation in the medical domain: a semi-automated video annotation tool for gastroenterologists.
Krenzer A; Makowski K; Hekalo A; Fitting D; Troya J; Zoller WG; Hann A; Puppe F
Biomed Eng Online; 2022 May; 21(1):33. PubMed ID: 35614504
[TBL] [Abstract][Full Text] [Related]
3. Automatic task recognition in a flexible endoscopy benchtop trainer with semi-supervised learning.
Bencteux V; Saibro G; Shlomovitz E; Mascagni P; Perretta S; Hostettler A; Marescaux J; Collins T
Int J Comput Assist Radiol Surg; 2020 Sep; 15(9):1585-1595. PubMed ID: 32592068
[TBL] [Abstract][Full Text] [Related]
4. A methodology for the annotation of surgical videos for supervised machine learning applications.
Fischer E; Jawed KJ; Cleary K; Balu A; Donoho A; Thompson Gestrich W; Donoho DA
Int J Comput Assist Radiol Surg; 2023 Sep; 18(9):1673-1678. PubMed ID: 37245179
[TBL] [Abstract][Full Text] [Related]
5. Machine and deep learning for workflow recognition during surgery.
Padoy N
Minim Invasive Ther Allied Technol; 2019 Apr; 28(2):82-90. PubMed ID: 30849261
[TBL] [Abstract][Full Text] [Related]
6. Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.
Wagner M; Müller-Stich BP; Kisilenko A; Tran D; Heger P; Mündermann L; Lubotsky DM; Müller B; Davitashvili T; Capek M; Reinke A; Reid C; Yu T; Vardazaryan A; Nwoye CI; Padoy N; Liu X; Lee EJ; Disch C; Meine H; Xia T; Jia F; Kondo S; Reiter W; Jin Y; Long Y; Jiang M; Dou Q; Heng PA; Twick I; Kirtac K; Hosgor E; Bolmgren JL; Stenzel M; von Siemens B; Zhao L; Ge Z; Sun H; Xie D; Guo M; Liu D; Kenngott HG; Nickel F; Frankenberg MV; Mathis-Ullrich F; Kopp-Schneider A; Maier-Hein L; Speidel S; Bodenstedt S
Med Image Anal; 2023 May; 86():102770. PubMed ID: 36889206
[TBL] [Abstract][Full Text] [Related]
7. Assisted phase and step annotation for surgical videos.
Lecuyer G; Ragot M; Martin N; Launay L; Jannin P
Int J Comput Assist Radiol Surg; 2020 Apr; 15(4):673-680. PubMed ID: 32040704
[TBL] [Abstract][Full Text] [Related]
8. Active learning using deep Bayesian networks for surgical workflow analysis.
Bodenstedt S; Rivoir D; Jenke A; Wagner M; Breucha M; Müller-Stich B; Mees ST; Weitz J; Speidel S
Int J Comput Assist Radiol Surg; 2019 Jun; 14(6):1079-1087. PubMed ID: 30968355
[TBL] [Abstract][Full Text] [Related]
9. Transfer learning for informative-frame selection in laryngoscopic videos through learned features.
Patrini I; Ruperti M; Moccia S; Mattos LS; Frontoni E; De Momi E
Med Biol Eng Comput; 2020 Jun; 58(6):1225-1238. PubMed ID: 32212052
[TBL] [Abstract][Full Text] [Related]
10. A Guide to Annotation of Neurosurgical Intraoperative Video for Machine Learning Analysis and Computer Vision.
Pangal DJ; Kugener G; Shahrestani S; Attenello F; Zada G; Donoho DA
World Neurosurg; 2021 Jun; 150():26-30. PubMed ID: 33722717
[TBL] [Abstract][Full Text] [Related]
11. Exploiting the potential of unlabeled endoscopic video data with self-supervised learning.
Ross T; Zimmerer D; Vemuri A; Isensee F; Wiesenfarth M; Bodenstedt S; Both F; Kessler P; Wagner M; Müller B; Kenngott H; Speidel S; Kopp-Schneider A; Maier-Hein K; Maier-Hein L
Int J Comput Assist Radiol Surg; 2018 Jun; 13(6):925-933. PubMed ID: 29704196
[TBL] [Abstract][Full Text] [Related]
12. Assessment of Automated Identification of Phases in Videos of Cataract Surgery Using Machine Learning and Deep Learning Techniques.
Yu F; Silva Croso G; Kim TS; Song Z; Parker F; Hager GD; Reiter A; Vedula SS; Ali H; Sikder S
JAMA Netw Open; 2019 Apr; 2(4):e191860. PubMed ID: 30951163
[TBL] [Abstract][Full Text] [Related]
13. Machine Vision for Real-Time Intraoperative Anatomic Guidance: A Proof-of-Concept Study in Endoscopic Pituitary Surgery.
Staartjes VE; Volokitin A; Regli L; Konukoglu E; Serra C
Oper Neurosurg (Hagerstown); 2021 Sep; 21(4):242-247. PubMed ID: 34131753
[TBL] [Abstract][Full Text] [Related]
14. Validation of Machine Learning-Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video.
Markarian N; Kugener G; Pangal DJ; Unadkat V; Sinha A; Zhu Y; Roshannai A; Chan J; Hung AJ; Wrobel BB; Anandkumar A; Zada G; Donoho DA
Oper Neurosurg (Hagerstown); 2022 Sep; 23(3):235-240. PubMed ID: 35972087
[TBL] [Abstract][Full Text] [Related]
15. Sensor-based machine learning for workflow detection and as key to detect expert level in laparoscopic suturing and knot-tying.
Kowalewski KF; Garrow CR; Schmidt MW; Benner L; Müller-Stich BP; Nickel F
Surg Endosc; 2019 Nov; 33(11):3732-3740. PubMed ID: 30790048
[TBL] [Abstract][Full Text] [Related]
16. Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing.
Ghesu FC; Krubasik E; Georgescu B; Singh V; Yefeng Zheng ; Hornegger J; Comaniciu D
IEEE Trans Med Imaging; 2016 May; 35(5):1217-1228. PubMed ID: 27046846
[TBL] [Abstract][Full Text] [Related]
17. Biomedical image classification made easier thanks to transfer and semi-supervised learning.
Inés A; Domínguez C; Heras J; Mata E; Pascual V
Comput Methods Programs Biomed; 2021 Jan; 198():105782. PubMed ID: 33065493
[TBL] [Abstract][Full Text] [Related]
18. A Semi-Automatic Annotation Approach for Human Activity Recognition.
Bota P; Silva J; Folgado D; Gamboa H
Sensors (Basel); 2019 Jan; 19(3):. PubMed ID: 30691040
[TBL] [Abstract][Full Text] [Related]
19. Addressing priority challenges in the detection and assessment of colorectal polyps from capsule endoscopy and colonoscopy in colorectal cancer screening using machine learning.
Blanes-Vidal V; Baatrup G; Nadimi ES
Acta Oncol; 2019; 58(sup1):S29-S36. PubMed ID: 30836800
[TBL] [Abstract][Full Text] [Related]
20. Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction.
Wang X; Qian H; Ciaccio EJ; Lewis SK; Bhagat G; Green PH; Xu S; Huang L; Gao R; Liu Y
Comput Methods Programs Biomed; 2020 Apr; 187():105236. PubMed ID: 31786452
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
