Vyzkoušejte nový nástroj s podporou AI
Summon Research Assistant
BETA
A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice
Giannini, Heather M, Ginestra, Jennifer C, Chivers, Corey, Draugelis, Michael, Hanish, Asaf, Schweickert, William D, Fuchs, Barry D, Meadows, Laurie, Lynch, Michael, Donnelly, Patrick J, Pavan, Kimberly, Fishman, Neil O, Hanson, 3rd, C William, Umscheid, Craig A
Published in Critical care medicine (01.11.2019)
Published in Critical care medicine (01.11.2019)
Get full text
Journal Article
Medical image diagnosis based on adaptive Hybrid Quantum CNN
Ajlouni, Naim, Özyavaş, Adem, Takaoğlu, Mustafa, Takaoğlu, Faruk, Ajlouni, Firas
Published in BMC medical imaging (14.09.2023)
Published in BMC medical imaging (14.09.2023)
Get full text
Journal Article
Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports
Ong, Charlene Jennifer, Orfanoudaki, Agni, Zhang, Rebecca, Caprasse, Francois Pierre M., Hutch, Meghan, Ma, Liang, Fard, Darian, Balogun, Oluwafemi, Miller, Matthew I., Minnig, Margaret, Saglam, Hanife, Prescott, Brenton, Greer, David M., Smirnakis, Stelios, Bertsimas, Dimitris
Published in PloS one (19.06.2020)
Published in PloS one (19.06.2020)
Get full text
Journal Article
Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications
Thottakkara, Paul, Ozrazgat-Baslanti, Tezcan, Hupf, Bradley B., Rashidi, Parisa, Pardalos, Panos, Momcilovic, Petar, Bihorac, Azra
Published in PloS one (27.05.2016)
Published in PloS one (27.05.2016)
Get full text
Journal Article
ECGVEDNET: A Variational Encoder-Decoder Network for ECG Delineation in Morphology Variant ECGs
Chen, Long, Jiang, Zheheng, Barker, Joseph, Zhou, Huiyu, Schlindwein, Fernando, Nicolson, Will, Ng, G. Andre, Li, Xin
Published in IEEE transactions on biomedical engineering (01.07.2024)
Published in IEEE transactions on biomedical engineering (01.07.2024)
Get full text
Journal Article
Comparison of machine-learning algorithms for the prediction of Current Procedural Terminology (CPT) codes from pathology reports
Levy, Joshua, Vattikonda, Nishitha, Haudenschild, Christian, Christensen, Brock, Vaickus, Louis
Published in Journal of pathology informatics (01.01.2022)
Published in Journal of pathology informatics (01.01.2022)
Get full text
Journal Article
Enhancing timeliness of drug overdose mortality surveillance: A machine learning approach
Ward, Patrick J., Rock, Peter J., Slavova, Svetla, Young, April M., Bunn, Terry L., Kavuluru, Ramakanth
Published in PloS one (16.10.2019)
Published in PloS one (16.10.2019)
Get full text
Journal Article
Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings
Burrello, Alessio, Schindler, Kaspar, Benini, Luca, Rahimi, Abbas
Published in IEEE transactions on biomedical engineering (01.02.2020)
Published in IEEE transactions on biomedical engineering (01.02.2020)
Get full text
Journal Article
ARDSFlag: an NLP/machine learning algorithm to visualize and detect high-probability ARDS admissions independent of provider recognition and billing codes
Gandomi, Amir, Wu, Phil, Clement, Daniel R, Xing, Jinyan, Aviv, Rachel, Federbush, Matthew, Yuan, Zhiyong, Jing, Yajun, Wei, Guangyao, Hajizadeh, Negin
Published in BMC medical informatics and decision making (16.07.2024)
Published in BMC medical informatics and decision making (16.07.2024)
Get full text
Journal Article
Machine learning algorithm for early detection of end-stage renal disease
Segal, Zvi, Kalifa, Dan, Radinsky, Kira, Ehrenberg, Bar, Elad, Guy, Maor, Gal, Lewis, Maor, Tibi, Muhammad, Korn, Liat, Koren, Gideon
Published in BMC nephrology (27.11.2020)
Published in BMC nephrology (27.11.2020)
Get full text
Journal Article
MRI-Based Deep Learning Tools for MGMT Promoter Methylation Detection: A Thorough Evaluation
Robinet, Lucas, Siegfried, Aurore, Roques, Margaux, Berjaoui, Ahmad, Cohen-Jonathan Moyal, Elizabeth
Published in Cancers (12.04.2023)
Published in Cancers (12.04.2023)
Get full text
Journal Article
Extracting information from the text of electronic medical records to improve case detection: a systematic review
Ford, Elizabeth, Carroll, John A, Smith, Helen E, Scott, Donia, Cassell, Jackie A
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
Get full text
Journal Article
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
Nagendran, Myura, Chen, Yang, Lovejoy, Christopher A, Gordon, Anthony C, Komorowski, Matthieu, Harvey, Hugh, Topol, Eric J, Ioannidis, John P A, Collins, Gary S, Maruthappu, Mahiben
Published in BMJ (Online) (25.03.2020)
Published in BMJ (Online) (25.03.2020)
Get full text
Journal Article
Word2Vec inversion and traditional text classifiers for phenotyping lupus
Turner, Clayton A., Jacobs, Alexander D., Marques, Cassios K., Oates, James C., Kamen, Diane L., Anderson, Paul E., Obeid, Jihad S.
Published in BMC medical informatics and decision making (22.08.2017)
Published in BMC medical informatics and decision making (22.08.2017)
Get full text
Journal Article
Weakly supervised mitosis detection in breast histopathology images using concentric loss
Li, Chao, Wang, Xinggang, Liu, Wenyu, Latecki, Longin Jan, Wang, Bo, Huang, Junzhou
Published in Medical image analysis (01.04.2019)
Published in Medical image analysis (01.04.2019)
Get full text
Journal Article