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For: Maier-Hein L, Vedula SS, Speidel S, Navab N, Kikinis R, Park A, Eisenmann M, Feussner H, Forestier G, Giannarou S, Hashizume M, Katic D, Kenngott H, Kranzfelder M, Malpani A, März K, Neumuth T, Padoy N, Pugh C, Schoch N, Stoyanov D, Taylor R, Wagner M, Hager GD, Jannin P. Surgical data science for next-generation interventions. Nat Biomed Eng 2017;1:691-696. [PMID: 31015666 DOI: 10.1038/s41551-017-0132-7] [Citation(s) in RCA: 198] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Number Cited by Other Article(s)
1
Levin I, Rapoport Ferman J, Bar O, Ben Ayoun D, Cohen A, Wolf T. Introducing surgical intelligence in gynecology: Automated identification of key steps in hysterectomy. Int J Gynaecol Obstet 2024;166:1273-1278. [PMID: 38546527 DOI: 10.1002/ijgo.15490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 02/27/2024] [Accepted: 03/10/2024] [Indexed: 08/16/2024]
2
Laterza V, Marchegiani F, Aisoni F, Ammendola M, Schena CA, Lavazza L, Ravaioli C, Carra MC, Costa V, De Franceschi A, De Simone B, de’Angelis N. Smart Operating Room in Digestive Surgery: A Narrative Review. Healthcare (Basel) 2024;12:1530. [PMID: 39120233 PMCID: PMC11311806 DOI: 10.3390/healthcare12151530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 07/24/2024] [Accepted: 07/29/2024] [Indexed: 08/10/2024]  Open
3
Lin W, Hu Y, Fu H, Yang M, Chng CB, Kawasaki R, Chui C, Liu J. Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024;43:2803-2813. [PMID: 38530715 DOI: 10.1109/tmi.2024.3381209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
4
Younis R, Yamlahi A, Bodenstedt S, Scheikl PM, Kisilenko A, Daum M, Schulze A, Wise PA, Nickel F, Mathis-Ullrich F, Maier-Hein L, Müller-Stich BP, Speidel S, Distler M, Weitz J, Wagner M. A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots. Surg Endosc 2024;38:4316-4328. [PMID: 38872018 PMCID: PMC11289174 DOI: 10.1007/s00464-024-10958-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 05/24/2024] [Indexed: 06/15/2024]
5
Rau A, Bano S, Jin Y, Azagra P, Morlana J, Kader R, Sanderson E, Matuszewski BJ, Lee JY, Lee DJ, Posner E, Frank N, Elangovan V, Raviteja S, Li Z, Liu J, Lalithkumar S, Islam M, Ren H, Lovat LB, Montiel JMM, Stoyanov D. SimCol3D - 3D reconstruction during colonoscopy challenge. Med Image Anal 2024;96:103195. [PMID: 38815359 DOI: 10.1016/j.media.2024.103195] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 02/08/2024] [Accepted: 05/02/2024] [Indexed: 06/01/2024]
6
Hitchcock CL, Chapman GJ, Mojzisik CM, Mueller JK, Martin EW. A Concept for Preoperative and Intraoperative Molecular Imaging and Detection for Assessing Extent of Disease of Solid Tumors. Oncol Rev 2024;18:1409410. [PMID: 39119243 PMCID: PMC11306801 DOI: 10.3389/or.2024.1409410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Accepted: 05/28/2024] [Indexed: 08/10/2024]  Open
7
Jurosch F, Wagner L, Jell A, Islertas E, Wilhelm D, Berlet M. Extra-abdominal trocar and instrument detection for enhanced surgical workflow understanding. Int J Comput Assist Radiol Surg 2024:10.1007/s11548-024-03220-0. [PMID: 39008232 DOI: 10.1007/s11548-024-03220-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 06/24/2024] [Indexed: 07/16/2024]
8
Wagner L, Schneider DN, Mayer L, Jell A, Müller C, Lenz A, Knoll A, Wilhelm D. Towards multimodal graph neural networks for surgical instrument anticipation. Int J Comput Assist Radiol Surg 2024:10.1007/s11548-024-03226-8. [PMID: 38985412 DOI: 10.1007/s11548-024-03226-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 06/25/2024] [Indexed: 07/11/2024]
9
You J, Cai H, Wang Y, Bian A, Cheng K, Meng L, Wang X, Gao P, Chen S, Cai Y, Peng B. Artificial intelligence automated surgical phases recognition in intraoperative videos of laparoscopic pancreatoduodenectomy. Surg Endosc 2024:10.1007/s00464-024-10916-6. [PMID: 38958719 DOI: 10.1007/s00464-024-10916-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 05/05/2024] [Indexed: 07/04/2024]
10
Mascagni P, Alapatt D, Sestini L, Yu T, Alfieri S, Morales-Conde S, Padoy N, Perretta S. Applications of artificial intelligence in surgery: clinical, technical, and governance considerations. Cir Esp 2024;102 Suppl 1:S66-S71. [PMID: 38704146 DOI: 10.1016/j.cireng.2024.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 04/29/2024] [Indexed: 05/06/2024]
11
Madani A, Liu Y, Pryor A, Altieri M, Hashimoto DA, Feldman L. SAGES surgical data science task force: enhancing surgical innovation, education and quality improvement through data science. Surg Endosc 2024;38:3489-3493. [PMID: 38831213 DOI: 10.1007/s00464-024-10921-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Accepted: 05/05/2024] [Indexed: 06/05/2024]
12
Peng H, Lin S, King D, Su YH, Abuzeid WM, Bly RA, Moe KS, Hannaford B. Reducing annotating load: Active learning with synthetic images in surgical instrument segmentation. Med Image Anal 2024;97:103246. [PMID: 38943835 DOI: 10.1016/j.media.2024.103246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 05/28/2024] [Accepted: 06/17/2024] [Indexed: 07/01/2024]
13
Berlet M, Jell A, Wagner L, Bernhard L, Fuchtmann J, Wegener L, Feussner H, Friess H, Wilhelm D. Model-based individual life-spanning documentation in visceral surgery: a proof of concept. Int J Comput Assist Radiol Surg 2024:10.1007/s11548-024-03214-y. [PMID: 38884892 DOI: 10.1007/s11548-024-03214-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 06/04/2024] [Indexed: 06/18/2024]
14
Fuchtmann J, Riedel T, Berlet M, Jell A, Wegener L, Wagner L, Graf S, Wilhelm D, Ostler-Mildner D. Audio-based event detection in the operating room. Int J Comput Assist Radiol Surg 2024:10.1007/s11548-024-03211-1. [PMID: 38862745 DOI: 10.1007/s11548-024-03211-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 06/03/2024] [Indexed: 06/13/2024]
15
Batić D, Holm F, Özsoy E, Czempiel T, Navab N. EndoViT: pretraining vision transformers on a large collection of endoscopic images. Int J Comput Assist Radiol Surg 2024;19:1085-1091. [PMID: 38570373 PMCID: PMC11178556 DOI: 10.1007/s11548-024-03091-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 02/28/2024] [Indexed: 04/05/2024]
16
Malukhin K, Rabczuk T, Ehmann K, Verta MJ. Kirchhoff's law-based velocity-controlled motion models to predict real-time cutting forces in minimally invasive surgeries. J Mech Behav Biomed Mater 2024;154:106523. [PMID: 38554581 DOI: 10.1016/j.jmbbm.2024.106523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 03/06/2024] [Accepted: 03/21/2024] [Indexed: 04/01/2024]
17
Yamada Y, Colan J, Davila A, Hasegawa Y. Multimodal semi-supervised learning for online recognition of multi-granularity surgical workflows. Int J Comput Assist Radiol Surg 2024;19:1075-1083. [PMID: 38558289 PMCID: PMC11178653 DOI: 10.1007/s11548-024-03101-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 03/04/2024] [Indexed: 04/04/2024]
18
Venkatesh DK, Rivoir D, Pfeiffer M, Kolbinger F, Distler M, Weitz J, Speidel S. Exploring semantic consistency in unpaired image translation to generate data for surgical applications. Int J Comput Assist Radiol Surg 2024;19:985-993. [PMID: 38407730 DOI: 10.1007/s11548-024-03079-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 02/14/2024] [Indexed: 02/27/2024]
19
Wierick A, Schulze A, Bodenstedt S, Speidel S, Distler M, Weitz J, Wagner M. [The digital operating room : Chances and risks of artificial intelligence]. CHIRURGIE (HEIDELBERG, GERMANY) 2024;95:429-435. [PMID: 38443676 DOI: 10.1007/s00104-024-02058-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/07/2024] [Indexed: 03/07/2024]
20
Rivoir D, Funke I, Speidel S. On the pitfalls of Batch Normalization for end-to-end video learning: A study on surgical workflow analysis. Med Image Anal 2024;94:103126. [PMID: 38452578 DOI: 10.1016/j.media.2024.103126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 01/11/2024] [Accepted: 02/26/2024] [Indexed: 03/09/2024]
21
Özsoy E, Czempiel T, Örnek EP, Eck U, Tombari F, Navab N. Holistic OR domain modeling: a semantic scene graph approach. Int J Comput Assist Radiol Surg 2024;19:791-799. [PMID: 37823976 PMCID: PMC11098880 DOI: 10.1007/s11548-023-03022-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 09/12/2023] [Indexed: 10/13/2023]
22
Varghese C, Harrison EM, O'Grady G, Topol EJ. Artificial intelligence in surgery. Nat Med 2024;30:1257-1268. [PMID: 38740998 DOI: 10.1038/s41591-024-02970-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 04/03/2024] [Indexed: 05/16/2024]
23
Yiu A, Lam K, Simister C, Clarke J, Kinross J. Adoption of routine surgical video recording: a nationwide freedom of information act request across England and Wales. EClinicalMedicine 2024;70:102545. [PMID: 38685926 PMCID: PMC11056472 DOI: 10.1016/j.eclinm.2024.102545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/28/2024] [Accepted: 02/28/2024] [Indexed: 05/02/2024]  Open
24
Gui S, Wang Z, Chen J, Zhou X, Zhang C, Cao Y. MT4MTL-KD: A Multi-Teacher Knowledge Distillation Framework for Triplet Recognition. IEEE TRANSACTIONS ON MEDICAL IMAGING 2024;43:1628-1639. [PMID: 38127608 DOI: 10.1109/tmi.2023.3345736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
25
Liu Y, Hayashi Y, Oda M, Kitasaka T, Mori K. YOLOv7-RepFPN: Improving real-time performance of laparoscopic tool detection on embedded systems. Healthc Technol Lett 2024;11:157-166. [PMID: 38638498 PMCID: PMC11022232 DOI: 10.1049/htl2.12072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 12/09/2023] [Indexed: 04/20/2024]  Open
26
Zheng Z, Hayashi Y, Oda M, Kitasaka T, Mori K. Revisiting instrument segmentation: Learning from decentralized surgical sequences with various imperfect annotations. Healthc Technol Lett 2024;11:146-156. [PMID: 38638500 PMCID: PMC11022234 DOI: 10.1049/htl2.12068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Accepted: 12/07/2023] [Indexed: 04/20/2024]  Open
27
Lemke HU, Mathis-Ullrich F. Design criteria for AI-based IT systems. Int J Comput Assist Radiol Surg 2024;19:185-190. [PMID: 38270812 DOI: 10.1007/s11548-024-03064-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/08/2024] [Indexed: 01/26/2024]
28
Kostiuchik G, Sharan L, Mayer B, Wolf I, Preim B, Engelhardt S. Surgical phase and instrument recognition: how to identify appropriate dataset splits. Int J Comput Assist Radiol Surg 2024:10.1007/s11548-024-03063-9. [PMID: 38285380 DOI: 10.1007/s11548-024-03063-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 01/08/2024] [Indexed: 01/30/2024]
29
Manoli E, Higginson J, Tolley N, Darzi A, Kinross J, Temelkuran B, Takats Z. Human robotic surgery with intraoperative tissue identification using rapid evaporation ionisation mass spectrometry. Sci Rep 2024;14:1027. [PMID: 38200062 PMCID: PMC10781715 DOI: 10.1038/s41598-023-50942-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 12/28/2023] [Indexed: 01/12/2024]  Open
30
Men Y, Zhao Z, Chen W, Wu H, Zhang G, Luo F, Yu M. Research on workflow recognition for liver rupture repair surgery. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2024;21:1844-1856. [PMID: 38454663 DOI: 10.3934/mbe.2024080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
31
Mascagni P, Alapatt D, Lapergola A, Vardazaryan A, Mazellier JP, Dallemagne B, Mutter D, Padoy N. Early-stage clinical evaluation of real-time artificial intelligence assistance for laparoscopic cholecystectomy. Br J Surg 2024;111:znad353. [PMID: 37935636 DOI: 10.1093/bjs/znad353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 07/24/2023] [Accepted: 08/26/2023] [Indexed: 11/09/2023]
32
Tollefson MK, Ross CJ. Defining the Standard for Surgical Video Deidentification. JAMA Surg 2024;159:104-105. [PMID: 37878296 DOI: 10.1001/jamasurg.2023.1800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2023]
33
Zhang J, Barbarisi S, Kadkhodamohammadi A, Stoyanov D, Luengo I. Self-knowledge distillation for surgical phase recognition. Int J Comput Assist Radiol Surg 2024;19:61-68. [PMID: 37340283 DOI: 10.1007/s11548-023-02970-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 05/19/2023] [Indexed: 06/22/2023]
34
De Backer P, Peraire Lores M, Demuynck M, Piramide F, Simoens J, Oosterlinck T, Bogaert W, Shan CV, Van Regemorter K, Wastyn A, Checcucci E, Debbaut C, Van Praet C, Farinha R, De Groote R, Gallagher A, Decaestecker K, Mottrie A. Surgical Phase Duration in Robot-Assisted Partial Nephrectomy: A Surgical Data Science Exploration for Clinical Relevance. Diagnostics (Basel) 2023;13:3386. [PMID: 37958283 PMCID: PMC10650909 DOI: 10.3390/diagnostics13213386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/29/2023] [Accepted: 11/03/2023] [Indexed: 11/15/2023]  Open
35
Grezenko H, Alsadoun L, Farrukh A, Rehman A, Shehryar A, Nathaniel E, Affaf M, I Kh Almadhoun MK, Quinn M. From Nanobots to Neural Networks: Multifaceted Revolution of Artificial Intelligence in Surgical Medicine and Therapeutics. Cureus 2023;15:e49082. [PMID: 38125253 PMCID: PMC10731389 DOI: 10.7759/cureus.49082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2023] [Indexed: 12/23/2023]  Open
36
Park B, Chi H, Park B, Lee J, Jin HS, Park S, Hyung WJ, Choi MK. Visual modalities-based multimodal fusion for surgical phase recognition. Comput Biol Med 2023;166:107453. [PMID: 37774560 DOI: 10.1016/j.compbiomed.2023.107453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 08/17/2023] [Accepted: 09/04/2023] [Indexed: 10/01/2023]
37
Demir KC, Schieber H, Weise T, Roth D, May M, Maier A, Yang SH. Deep Learning in Surgical Workflow Analysis: A Review of Phase and Step Recognition. IEEE J Biomed Health Inform 2023;27:5405-5417. [PMID: 37665700 DOI: 10.1109/jbhi.2023.3311628] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/06/2023]
38
Brandenburg JM, Jenke AC, Stern A, Daum MTJ, Schulze A, Younis R, Petrynowski P, Davitashvili T, Vanat V, Bhasker N, Schneider S, Mündermann L, Reinke A, Kolbinger FR, Jörns V, Fritz-Kebede F, Dugas M, Maier-Hein L, Klotz R, Distler M, Weitz J, Müller-Stich BP, Speidel S, Bodenstedt S, Wagner M. Active learning for extracting surgomic features in robot-assisted minimally invasive esophagectomy: a prospective annotation study. Surg Endosc 2023;37:8577-8593. [PMID: 37833509 PMCID: PMC10615926 DOI: 10.1007/s00464-023-10447-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 09/02/2023] [Indexed: 10/15/2023]
39
Spence C, Shah OA, Cebula A, Tucker K, Sochart D, Kader D, Asopa V. Machine learning models to predict surgical case duration compared to current industry standards: scoping review. BJS Open 2023;7:zrad113. [PMID: 37931236 PMCID: PMC10630142 DOI: 10.1093/bjsopen/zrad113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Revised: 09/21/2023] [Accepted: 09/21/2023] [Indexed: 11/08/2023]  Open
40
Cao J, Yip HC, Chen Y, Scheppach M, Luo X, Yang H, Cheng MK, Long Y, Jin Y, Chiu PWY, Yam Y, Meng HML, Dou Q. Intelligent surgical workflow recognition for endoscopic submucosal dissection with real-time animal study. Nat Commun 2023;14:6676. [PMID: 37865629 PMCID: PMC10590425 DOI: 10.1038/s41467-023-42451-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 10/11/2023] [Indexed: 10/23/2023]  Open
41
Ramesh S, Dall'Alba D, Gonzalez C, Yu T, Mascagni P, Mutter D, Marescaux J, Fiorini P, Padoy N. Weakly Supervised Temporal Convolutional Networks for Fine-Grained Surgical Activity Recognition. IEEE TRANSACTIONS ON MEDICAL IMAGING 2023;42:2592-2602. [PMID: 37030859 DOI: 10.1109/tmi.2023.3262847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
42
Liu Z, Hitchcock DB, Singapogu RB. Cannulation Skill Assessment Using Functional Data Analysis. IEEE J Biomed Health Inform 2023;27:4512-4523. [PMID: 37310836 PMCID: PMC10519736 DOI: 10.1109/jbhi.2023.3283188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
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Ramesh S, Dall'Alba D, Gonzalez C, Yu T, Mascagni P, Mutter D, Marescaux J, Fiorini P, Padoy N. TRandAugment: temporal random augmentation strategy for surgical activity recognition from videos. Int J Comput Assist Radiol Surg 2023;18:1665-1672. [PMID: 36944845 PMCID: PMC10491694 DOI: 10.1007/s11548-023-02864-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 03/01/2023] [Indexed: 03/23/2023]
44
Arabian H, Abdulbaki Alshirbaji T, Jalal NA, Krueger-Ziolek S, Moeller K. P-CSEM: An Attention Module for Improved Laparoscopic Surgical Tool Detection. SENSORS (BASEL, SWITZERLAND) 2023;23:7257. [PMID: 37631791 PMCID: PMC10459566 DOI: 10.3390/s23167257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/14/2023] [Accepted: 08/15/2023] [Indexed: 08/27/2023]
45
Tranter-Entwistle I, Simcock C, Eglinton T, Connor S. Prospective cohort study of operative outcomes in laparoscopic cholecystectomy using operative difficulty grade-adjusted CUSUM analysis. Br J Surg 2023;110:1068-1071. [PMID: 36882185 PMCID: PMC10416680 DOI: 10.1093/bjs/znad046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 01/19/2023] [Accepted: 02/07/2023] [Indexed: 03/09/2023]
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Henn J, Hatterscheidt S, Sahu A, Buness A, Dohmen J, Arensmeyer J, Feodorovici P, Sommer N, Schmidt J, Kalff JC, Matthaei H. Machine Learning for Decision-Support in Acute Abdominal Pain - Proof of Concept and Central Considerations. Zentralbl Chir 2023;148:376-383. [PMID: 37562397 DOI: 10.1055/a-2125-1559] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/12/2023]
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Kolbinger FR, Bodenstedt S, Carstens M, Leger S, Krell S, Rinner FM, Nielen TP, Kirchberg J, Fritzmann J, Weitz J, Distler M, Speidel S. Artificial Intelligence for context-aware surgical guidance in complex robot-assisted oncological procedures: An exploratory feasibility study. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023:106996. [PMID: 37591704 DOI: 10.1016/j.ejso.2023.106996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 06/20/2023] [Accepted: 07/26/2023] [Indexed: 08/19/2023]
48
Pereira-Prado V, Martins-Silveira F, Sicco E, Hochmann J, Isiordia-Espinoza MA, González RG, Pandiar D, Bologna-Molina R. Artificial Intelligence for Image Analysis in Oral Squamous Cell Carcinoma: A Review. Diagnostics (Basel) 2023;13:2416. [PMID: 37510160 PMCID: PMC10378350 DOI: 10.3390/diagnostics13142416] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 07/12/2023] [Accepted: 07/17/2023] [Indexed: 07/30/2023]  Open
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Baghdadi A, Lama S, Singh R, Sutherland GR. Tool-tissue force segmentation and pattern recognition for evaluating neurosurgical performance. Sci Rep 2023;13:9591. [PMID: 37311965 DOI: 10.1038/s41598-023-36702-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 06/08/2023] [Indexed: 06/15/2023]  Open
50
Liu Z, Bible J, Petersen L, Zhang Z, Roy-Chaudhury P, Singapogu R. Relating process and outcome metrics for meaningful and interpretable cannulation skill assessment: A machine learning paradigm. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023;236:107429. [PMID: 37119772 PMCID: PMC10291517 DOI: 10.1016/j.cmpb.2023.107429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 02/06/2023] [Accepted: 02/15/2023] [Indexed: 05/21/2023]
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