Publications
Selected Publications
Ban Y, Eckhoff JA, Ward TM, Hashimoto DA, Meireles OR, Rus D, Rosman G. Concept Graph Neural Networks for Surgical Video Understanding. IEEE Transactions in Medical Imaging doi: 10.1109/TMI.2023.3299518.
Loftus TJ, Altieri MS, Balch JA, Abbott KL, Choi J, Marwaha JS, Hashimoto DA, Brat GA, Raftopoulos Y, Evans HL, Jackson GP, Walsh DS, Tignanelli CJ. Artificial Intelligence-enabled Decision Support in Surgery: State-of-the-art and Future Directions. Journal of the American College of Surgeons. 278(1):51-58.
Hashimoto DA and Johnson KB: The Use of Artificial Intelligence Tools to Prepare Medical School Applications. Academic Medicine 98(9):978-982.
Filicori F, Bitner DP, Fuchs HF, Anvari M, Sankaranaraynan G, Bloom MB, Hashimoto DA, Madani A, Mascagni P, Schlachta CM, Talamini M, Meireles OR. SAGES video acquisition framework-analysis of available OR recording technologies by the SAGES AI task force. Surgical Endoscopy 37(6):4321-4327.
Mascagni P, Alapatt D, Sestini L, Altieri M, Madani A, Watanabe Y, Alseidi A, Redan JA, Alfieri S, Costamagna G, Boškoski I, Padoy N, Hashimoto DA: Computer Vision in Surgery: from Potential to Clinical Value. npj Digital Medicine 5(1):163, Oct 2022.
Eckhoff JA, Ban Y, Rosman G, Müller DT, Hashimoto DA, Witkowski E, Babic B, Rus D, Bruns C, Fuchs HF, Meireles O: TEsoNet: knowledge transfer in surgical phase recognition from laparoscopic sleeve gastrectomy to the laparoscopic part of Ivor-Lewis esophagectomy. Surgical Endoscopy 37(5): 4040-4053, May 2023.
Ward TM, Hashimoto DA, Ban Y, Rosman G, Meireles OR: Artificial intelligence prediction of cholecystectomy operative course from automated identification of gallbladder inflammation. Surgical Endoscopy 36(9): 6832-6840, Sept. 2022.
Madani A, Namazi B, Altieri MS, Hashimoto DA, Rivera AM, Pucher PH, Navarrete-Welton A, Sankaranarayanan G, Brunt LM, Okrainec A, Alseidi A: Artificial intelligence for intraoperative guidance: Using semantic segmentation to identify surgical anatomy during laparoscopic cholecystectomy. Annals of Surgery 276(2): 363-369, Aug. 1 2022.
Seastedt KP, Moukheiber D, Mahindre SA, Thammineni C, Rosen DT, Watkins AA, Hashimoto DA, Hoang CD, Kpodonu J, Celi LA: A scoping review of artificial intelligence applications in thoracic surgery. European Journal of Cardiothoracic Surgery 61(2): 239-248, Jan. 24 2022.
Laplante S, Namazi B, Kiani P, Hashimoto DA, Alseidi A, Pasten M, Brunt LM, Gill S, Davis B, Bloom M, Pernar L, Okrainec A, Madani A: Validation of an artificial intelligence platform for the guidance of safe cholecystectomy. Surgical Endoscopy Aug 2022 (Epub) Notes: doi: 10.1007/s00464-022-09439-9.
Ban Y, Rosman G, Eckhoff JA, Ward TM, Hashimoto D, Taisei K, Iwaki H, Meireles O, Rus D: SUPR-GAN: Surgical Prediction GAN for Event Anticipation in Laparoscopic and Robotic Surgery. IEEE Robotics & Automation Letters Mar. 2022 (Epub) Notes: doi: 10.1109/LRA.2022.3156856.
Ward TM, Fer DM, Ban Y, Rosman G, Meireles OR, Hashimoto DA: Challenges in surgical video annotation. Computer Assisted Surgery 26(1): 58-68, Dec. 2021.
Wong DJ, Miranda-Nieves D, Nandivada P, Patel MS, Hashimoto DA, Kent DO, Gómez-Márquez J, Lin SJ, Feldman HJ, Chaikof EL: The Surgical Program in Innovation (SPIN): A design and prototyping curriculum for surgical trainees. Academic Medicine 96(9): 1306-1310, Sept. 1 2021.
Meireles OR, Rosman G, Altieri MS, Carin L, Hager G, Madani A, Padoy N, Pugh CM, Sylla P, Ward TM, Hashimoto DA; SAGES Video Annotation for AI Working Groups: SAGES consensus recommendations on an annotation framework for surgical video. Surgical Endoscopy 35(9): 4918-4929, Sept. 2021.
Fong ZV, Hashimoto DA, Jin G, Haynes AB, Perez N, Qadan M, Ferrone CR, Fernandez-Del Castillo C, Warshaw AL, Lillemoe KD, Traeger LN, Chang DC: Simulated volume-based regionalization of complex procedures: Impact on spatial access to care. Annals of Surgery 274(2): 312-318, Aug. 1 2021.
Ward TM, Hashimoto DA, Ban Y, Rattner DW, Inoue H, Lillemoe KD, Rus DL, Rosman G, Meireles OR: Automated operative phase identification in peroral endoscopic myotomy. Surgical Endoscopy 35(7): 4008-4015, July 2021.
Ward TM, Mascagni P, Ban Y, Rosman G, Padoy N, Meireles O, Hashimoto DA: Computer vision in surgery. Surgery 169(5): 1253-1256, May 2021.
Garrow CR, Kowalewski KF, Li L, Wagner M, Schmidt MW, Engelhardt S, Hashimoto DA, Kenngott HG, Bodenstedt S, Speidel S, Müller-Stich BP, Nickel F: Machine learning for surgical phase recognition: A systematic review. Annals of Surgery 273(4): 684-693, Apr. 1 2021.
Caicedo HH, Hashimoto DA, Caicedo JC, Pentland A, Pisano GP: Overcoming barriers to early disease intervention. Nature Biotechnology 38(6): 669-673, June 2020.