Development of a natural language processing algorithm for the detection of spinal metastasis based on magnetic resonance imaging reports

Autor: Evan Mostafa, MD, Aaron Hui, BS, Boudewijn Aasman, BS, Kamlesh Chowdary, BS, Kyle Mani, BS, Edward Mardakhaev, MD, Richard Zampolin, MD, Einat Blumfield, MD, Jesse Berman, MD, Rafael De La Garza Ramos, MD, Mitchell Fourman, MD, Reza Yassari, MD, Ananth Eleswarapu, MD, Parsa Mirhaji, PhD

Publikováno v: North American Spine Society Journal, Vol 19, Iss , Pp 100513- (2024)

Background: Metastasis to the spinal column is a common complication of malignancy, potentially causing pain and neurologic injury. An automated system to identify and refer patients with spinal metastases can help overcome barriers to timely treatme

Externí odkaz: https://doaj.org/article/86ac1f741bb64f588c91a875a064e3a4

Renal nerve stimulation: complete versus incomplete renal sympathetic denervation

Autor: Annemiek F. Hoogerwaard, Ahmet Adiyaman, Mark R. de Jong, Jaap-Jan J. Smit, Jan-Evert Heeg, Boudewijn A. A. M. van Hasselt, Arif Elvan

Publikováno v: Blood Pressure, Vol 30, Iss 6, Pp 376-385 (2021)

Purpose Blood pressure (BP) reduction after renal sympathetic denervation (RDN) is highly variable. Renal nerve stimulation (RNS) can localize sympathetic nerves. The RNS trial aimed to investigate the medium-term BP-lowering effects of the use of RN

Externí odkaz: https://doaj.org/article/c235ec2e9cf540209f569700f532fa3e

Association of Ischemic Core Imaging Biomarkers With Post-Thrombectomy Clinical Outcomes in the MR CLEAN Registry

Autor: Miou S. Koopman, Jan W. Hoving, Manon Kappelhof, Olvert A. Berkhemer, Ludo F. M. Beenen, Wim H. van Zwam, Hugo W. A. M. de Jong, Jan Willem Dankbaar, Diederik W. J. Dippel, Jonathan M. Coutinho, Henk A. Marquering, Bart J. Emmer, Charles B. L. M. Majoie, for the MR CLEAN Registry Investigators, Aad van der Lugt, Yvo B. W. E. M. Roos, Robert J. van Oostenbrugge, Jelis Boiten, Jan Albert Vos, Ivo G. H. Jansen, Maxim J. H. L. Mulder, Robert-Jan B. Goldhoorn, Kars C. J. Compagne, Josje Brouwer, Sanne J. den Hartog, Wouter H. Hinsenveld, Bob Roozenbeek, Adriaan C. G. M. van Es, Wouter J. Schonewille, Marieke J. H. Wermer, Marianne A. A. van Walderveen, Julie Staals, Jeannette Hofmeijer, Jasper M. Martens, Geert J. Lycklama à Nijeholt, Sebastiaan F. de Bruijn, Lukas C. van Dijk, H. Bart van der Worp, Rob H. Lo, Ewoud J. van Dijk, Hieronymus D. Boogaarts, J. de Vries, Paul L. M. de Kort, Julia van Tuijl, Jo P. Peluso, Puck Fransen, Jan S. P. van den Berg, Boudewijn A. A. M. van Hasselt, Leo A. M. Aerden, René J. Dallinga, Maarten Uyttenboogaart, Omid Eschgi, Reinoud P.H. Bokkers, Tobien H. C. M. L. Schreuder, Roel J. J. Heijboer, Koos Keizer, Lonneke S. F. Yo, Heleen M. den Hertog, Emiel J. C. Sturm, Paul J. A. M. Brouwers, Marieke E. S. Sprengers, Sjoerd F. M. Jenniskens, René van den Berg, Albert J. Yoo, Alida A. Postma, Stefan D. Roosendaal, Bas F. W. van der Kallen, Ido R. van den Wijngaard, Joost Bot, Pieter-Jan van Doormaal, Anton Meijer, Elyas Ghariq, Reinoud P. H. Bokkers, Marc P. van Proosdij, G. Menno Krietemeijer, Rob Lo, Dick Gerrits, Wouter Dinkelaar, Auke P. A. Appelman, Bas Hammer, Sjoert Pegge, Anouk van der Hoorn, Saman Vinke, H. Zwenneke Flach, Hester F. Lingsma, Naziha el Ghannouti, Martin Sterrenberg, Wilma Pellikaan, Rita Sprengers, Marjan Elfrink, Michelle Simons, Marjolein Vossers, Joke de Meris, Tamara Vermeulen, Annet Geerlings, Gina van Vemde, Tiny Simons, Gert Messchendorp, Nynke Nicolaij, Hester Bongenaar, Karin Bodde, Sandra Kleijn, Jasmijn Lodico, Hanneke Droste, Maureen Wollaert, Sabrina Verheesen, D. Jeurrissen, Erna Bos, Yvonne Drabbe, Michelle Sandiman, Nicoline Aaldering, Berber Zweedijk, Jocova Vervoort, Eva Ponjee, Sharon Romviel, Karin Kanselaar, Denn Barning, Esmee Venema, Vicky Chalos, Ralph R. Geuskens, Tim van Straaten, Saliha Ergezen, Roger R. M. Harmsma Daan Muijres, Anouk de Jong, Anna M. M. Boers, J. Huguet, P. F. C. Groot, Marieke A. Mens, Katinka R. van Kranendonk, Kilian M. Treurniet, Manon L. Tolhuisen, Heitor Alves, Annick J. Weterings, Eleonora L. F. Kirkels, Lieve M. Schupp, Eva J. H. F. Voogd, Sabine Collette, Adrien E. D. Groot, Natalie E. LeCouffe, Praneeta R. Konduri, Haryadi Prasetya, Nerea Arrarte- Terreros, Lucas A. Ramos

Publikováno v: Frontiers in Neurology, Vol 12 (2022)

Background: A considerable proportion of acute ischemic stroke patients treated with endovascular thrombectomy (EVT) are dead or severely disabled at 3 months despite successful reperfusion. Ischemic core imaging biomarkers may help to identify patie

Externí odkaz: https://doaj.org/article/daca5a14b1544d7d8780a6c4f9285d64

Early prediction of onset of sepsis in Clinical Setting

Autor: Mohammad, Fahim, Arunachalam, Lakshmi, Sadhu, Samanway, Aasman, Boudewijn, Garg, Shweta, Ahmed, Adil, Colman, Silvie, Arunachalam, Meena, Kulkarni, Sudhir, Mirhaji, Parsa

This study proposes the use of Machine Learning models to predict the early onset of sepsis using deidentified clinical data from Montefiore Medical Center in Bronx, NY, USA. A supervised learning approach was adopted, wherein an XGBoost model was tr

Externí odkaz: http://arxiv.org/abs/2402.03486

ManiVault: A Flexible and Extensible Visual Analytics Framework for High-Dimensional Data

Autor: Vieth, Alexander, Kroes, Thomas, Thijssen, Julian, van Lew, Baldur, Eggermont, Jeroen, Basu, Soumyadeep, Eisemann, Elmar, Vilanova, Anna, Höllt, Thomas, Lelieveldt, Boudewijn

Publikováno v: IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE VIS 2023), 30(2), 2024

Exploration and analysis of high-dimensional data are important tasks in many fields that produce large and complex data, like the financial sector, systems biology, or cultural heritage. Tailor-made visual analytics software is developed for each sp

Externí odkaz: http://arxiv.org/abs/2308.01751