Primeiro datathon brasileiro em terapia intensiva

Authors: Serpa Neto, Ary, Kugener, Guillaume, Bulgarelli, Lucas, Rabello Filho, Roberto, Hoz, Miguel Ángel Armengol de la, Johnson, Alistair EW, Paik, Kenneth E, Torres, Felipe, Xie, Chen, Amaro Júnior, Edson, Ferraz, Leonardo José Rolim, Celi, Leo Anthony, Deliberato, Rodrigo Octavio

Source: Revista Brasileira de Terapia Intensiva. March 2018 30(1)

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Access URL: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0103-507X2018000100006

Deep Neural Networks Can Accurately Detect Blood Loss and Hemorrhage Control Task Success From Video

Authors: Kugener, Guillaume, Zhu, Yichao, Pangal, Dhiraj J., Sinha, Aditya, Markarian, Nicholas, Roshannai, Arman, Chan, Justin, Anandkumar, Animashree, Hung, Andrew J., Wrobel, Bozena B., Zada, Gabriel, Donoho, Daniel A.

Source: Neurosurgery. 90(6):823-829

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Validation of Machine Learning–Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video

Authors: Markarian, Nicholas, Kugener, Guillaume, Pangal, Dhiraj J., Unadkat, Vyom, Sinha, Aditya, Zhu, Yichao, Roshannai, Arman, Chan, Justin, Hung, Andrew J., Wrobel, Bozena B., Anandkumar, Animashree, Zada, Gabriel, Donoho, Daniel A.

Source: Operative neurosurgery. 23(3):235-240

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Use of surgical video—based automated performance metrics to predict blood loss and success of simulated vascular injury control in neurosurgery: a pilot study

Authors: Pangal, Dhiraj J., Kugener, Guillaume, Cardinal, Tyler, Lechtholz-Zey, Elizabeth, Collet, Casey, Lasky, Sasha, Sundaram, Shivani, Zhu, Yichao, Roshannai, Arman, Chan, Justin

Source: Journal of neurosurgery. 137(3):840-849

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Improved surgeon performance following cadaveric simulation of internal carotid artery injury during endoscopic endonasal surgery: training outcomes of a nationwide prospective educational intervention

Authors: Donoho, Daniel A., Pangal, Dhiraj J., Kugener, Guillaume, Rutkowski, Martin, Micko, Alexander, Shahrestani, Shane, Brunswick, Andrew, Minneti, Michael, Wrobel, Bozena B., Zada, Gabriel

Source: Journal of neurosurgery. 135(5):1347-1355

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Synthetic Lethal Interaction between the ESCRT Paralog Enzymes VPS4A and VPS4B in Cancers Harboring Loss of Chromosome 18q or 16q

Authors: Neggers, Jasper E., Paolella, Brenton R., Asfaw, Adhana, Rothberg, Michael V., Skipper, Thomas A., Yang, Annan, Kalekar, Radha L., Krill-Burger, John M., Dharia, Neekesh V., Kugener, Guillaume, Kalfon, Jérémie, Yuan, Chen, Dumont, Nancy, Gonzalez, Alfredo, Abdusamad, Mai, Li, Yvonne Y., Spurr, Liam F., Wu, Westley W., Durbin, Adam D., Wolpin, Brian M., Piccioni, Federica, Root, David E., Boehm, Jesse S., Cherniack, Andrew D., Tsherniak, Aviad, Hong, Andrew L., Hahn, William C., Stegmaier, Kimberly, Golub, Todd R., Vazquez, Francisca, Aguirre, Andrew J.

Source: In Cell Reports 15 December 2020 33(11)

The SAFE-T assessment tool: derivation and validation of a web-based application for point-of-care evaluation of gastroenterology fellow performance in colonoscopy

Authors: Kumar, Navin L., Kugener, Guillaume, Perencevich, Molly L., Saltzman, John R.

Source: In Gastrointestinal Endoscopy January 2018 87(1):262-269

Mitochondrial metabolism promotes adaptation to proteotoxic stress

Authors: Tsvetkov, Peter, Detappe, Alexandre, Cai, Kai, Keys, Heather, Brune, Zarina, Ying, Weiwen, Thiru, Prathapan, Reidy, Mairead, Kugener, Guillaume, Rossen, Jordan, Kocak, Mustafa, Kory, Nora, Tsherniak, Aviad, Santagata, Sandro, Whitesell, Luke, Ghobrial, Irene, Markley, John, Lindquist, Susan, Golub, Todd

Source: Nature chemical biology. 15(7):681-689

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Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video.

Authors: Pangal, Dhiraj J.¹ (AUTHOR), Kugener, Guillaume¹ (AUTHOR), Zhu, Yichao² (AUTHOR), Sinha, Aditya¹ (AUTHOR), Unadkat, Vyom² (AUTHOR), Cote, David J.¹ (AUTHOR), Strickland, Ben¹ (AUTHOR), Rutkowski, Martin³ (AUTHOR), Hung, Andrew⁴ (AUTHOR), Anandkumar, Animashree^5,6 (AUTHOR), Han, X. Y.⁷ (AUTHOR), Papyan, Vardan⁸ (AUTHOR), Wrobel, Bozena⁹ (AUTHOR), Zada, Gabriel¹ (AUTHOR), Donoho, Daniel A.¹⁰ (AUTHOR) danieldonohomd@gmail.com

Source: Scientific Reports. 5/17/2022, Vol. 12 Issue 1, p1-10. 10p.

Subject Terms: *DEEP learning, *SURGICAL blood loss, *MINIMALLY invasive procedures, *SURGEONS

Geographic Terms: SOUTHERN California

Genetic and transcriptional evolution alters cancer cell line drug response

Authors: Ben-David, Uri, Siranosian, Benjamin, Ha, Gavin, Tang, Helen, Oren, Yaara, Hinohara, Kunihiko, Strathdee, Craig, Dempster, Joshua, Lyons, Nicholas, Burns, Robert, Nag, Anwesha, Kugener, Guillaume, Cimini, Beth, Tsvetkov, Peter, Maruvka, Yosef, O'Rourke, Ryan, Garrity, Anthony, Tubelli, Andrew, Bandopadhayay, Pratiti, Tsherniak, Aviad, Vazquez, Francisca, Wong, Bang, Birger, Chet, Ghandi, Mahmoud, Thorner, Aaron, Bittker, Joshua, Meyerson, Matthew, Getz, Gad, Beroukhim, Rameen, Golub, Todd

Source: Nature. 560(7718):325-330

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100175109679.0x000001&indx=1&recIds=ETOCvdc_100175109679.0x000001

Simulated outcomes for durotomy repair in minimally invasive spine surgery.

Authors: Balu, Alan, Kugener, Guillaume, Pangal, Dhiraj J., Lee, Heewon, Lasky, Sasha, Han, Jane, Buchanan, Ian, Liu, John, Zada, Gabriel, Donoho, Daniel A.

Source: Scientific Data; 1/10/2024, Vol. 11 Issue 1, p1-8, 8p

Subject Terms: MINIMALLY invasive procedures, ADVERSE health care events, SURGICAL instruments, SPINAL surgery, SURGICAL education

Synthetic Lethal Interaction between the ESCRT Paralog Enzymes VPS4A and VPS4B in Cancers Harboring Loss of Chromosome 18q or 16q

Authors: Neggers, Jasper E., Paolella, Brenton R., Asfaw, Adhana, Rothberg, Michael V., Skipper, Thomas A., Yang, Annan, Kalekar, Radha L., Krill-Burger, John M., Dharia, Neekesh V., Kugener, Guillaume, Kalfon, Jérémie, Yuan, Chen, Dumont, Nancy, Gonzalez, Alfredo, Abdusamad, Mai, Li, Yvonne Y., Spurr, Liam F., Wu, Westley W., Durbin, Adam D., Wolpin, Brian M., Piccioni, Federica, Root, David E., Boehm, Jesse S., Cherniack, Andrew D., Tsherniak, Aviad, Hong, Andrew L., Hahn, William C., Stegmaier, Kimberly, Golub, Todd R., Vazquez, Francisca, Aguirre, Andrew J.

Source: Cell reports. 36(2)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100134267836.0x000001&indx=1&recIds=ETOCvdc_100134267836.0x000001

317 Pilot Analysis of Surgeon Instrument Utilization Signatures Based on Shannon Entropy for Surgeon Performance Assessment in a Cadaveric Carotid Artery Injury Control Simulation

Authors: Balu, Alan, Pangal, Dhiraj J., Kugener, Guillaume, Donoho, Daniel

Source: Neurosurgery. 69(1):45-45

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100190135361.0x000001&indx=1&recIds=ETOCvdc_100190135361.0x000001

Pilot Analysis of Surgeon Instrument Utilization Signatures Based on Shannon Entropy and Deep Learning for Surgeon Performance Assessment in a Cadaveric Carotid Artery Injury Control Simulation.

Authors: Balu, Alan, Pangal, Dhiraj J., Kugener, Guillaume, Donoho, Daniel A., Khan, Nickalus

Source: Operative Neurosurgery; Dec2023, Vol. 25 Issue 6, pE330-E337, 8p

APPROACH TO MANAGEMENT OF PATIENTS AT HIGH BLEEDING RISK WITH MITRAL REGURGITATION REQUIRING TRANSCATHETER EDGE TO EDGE MITRAL VALVE REPAIR WITH THE MITRACLIP SYSTEM

Authors: Mandava, Sri, Kugener, Guillaume G., Nguyen, Hoang, Aragon, Joseph R.

Source: Journal of the American College of Cardiology. 79(S):2916-2916

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100158515509.0x000001&indx=1&recIds=ETOCvdc_100158515509.0x000001

A Guide to Annotation of Neurosurgical Intraoperative Video for Machine Learning Analysis and Computer Vision

Authors: Pangal, Dhiraj J., Kugener, Guillaume, Shahrestani, Shane, Attenello, Frank, Zada, Gabriel, Donoho, Daniel A.

Source: In World Neurosurgery June 2021 150:26-30

Improved estimation of cancer dependencies from large-scale RNAi screens using model-based normalization and data integration

Authors: McFarland, James M., Ho, Zandra V., Kugener, Guillaume, Dempster, Joshua M., Montgomery, Phillip G., Bryan, Jordan G., Krill-Burger, John M., Green, Thomas M., Vazquez, Francisca, Boehm, Jesse S., Golub, Todd R., Hahn, William C., Root, David E., Tsherniak, Aviad

Source: Nature communications. 9(1)

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213 DERIVATION AND VALIDATION OF THE SAFE-T UPPER ENDOSCOPY EVALUATION TOOL: A WEB-BASED SMARTPHONE APPLICATION FOR EVALUATION OF GASTROENTEROLOGY FELLOW PERFORMANCE IN UPPER ENDOSCOPY

Authors: Kumar, Navin L., Kugener, Guillaume, Perencevich, Molly, Saltzman, John R.

Source: Gastrointestinal endoscopy. 89(6):AB62-AB63

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100089343938.0x000001&indx=1&recIds=ETOCvdc_100089343938.0x000001

Code-free machine learning for object detection in surgical video: a benchmarking, feasibility, and cost study.

Authors: Unadkat, Vyom, Pangal, Dhiraj J., Kugener, Guillaume, Roshannai, Arman, Chan, Justin, Yichao Zhu, Markarian, Nicholas, Zada, Gabriel, Donoho, Daniel A.

Source: Neurosurgical Focus; Apr2022, Vol. 52 Issue 4, p1-7, 7p

Robotic and robot-assisted skull base neurosurgery: systematic review of current applications and future directions.

Authors: Pangal, Dhiraj J., Cote, David J., Ruzevick, Jacob, Yarovinsky, Benjamin, Kugener, Guillaume, Wrobel, Bozena, Ference, Elisabeth H., Swanson, Mark, Hung, Andrew J., Donoho, Daniel A., Giannotta, Steven, Zada, Gabriel

Source: Neurosurgical Focus; Jan2022, Vol. 52 Issue 1, p1-9, 9p