1. Categorization of free-text drug orders using character-level recurrent neural networks. (September 2019) Authors: Raiskin, Yarden; Eickhoff, Carsten; Beeler, Patrick E. Journal: International journal of medical informatics Issue: Volume 129(2019) Page Start: 20 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Development of a Deep Learning Network to Classify Inferior Vena Cava Collapse to Predict Fluid Responsiveness. (10th October 2020) Authors: Blaivas, Michael; Blaivas, Laura; Philips, Gary; Merchant, Roland; Levy, Mitchell; Abbasi, Adeel; Eickhoff, Carsten; Shapiro, Nathan; Corl, Keith Journal: Journal of ultrasound in medicine Issue: Volume 40:Number 8(2021) Page Start: 1495 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Drug–drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings. Issue 4 (30th October 2020) Authors: Dai, Yuanfei; Guo, Chenhao; Guo, Wenzhong; Eickhoff, Carsten Journal: Briefings in bioinformatics Issue: Volume 22:Issue 4(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Machine learning for real-time prediction of complications in critical care: a retrospective study. Issue 12 (December 2018) Authors: Meyer, Alexander; Zverinski, Dina; Pfahringer, Boris; Kempfert, Jörg; Kuehne, Titus; Sündermann, Simon H; Stamm, Christof; Hofmann, Thomas; Falk, Volkmar; Eickhoff, Carsten Journal: Lancet Issue: Volume 6:Issue 12(2018) Page Start: 905 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Multimodal attention-based deep learning for Alzheimer's disease diagnosis. (23rd September 2022) Authors: Golovanevsky, Michal; Eickhoff, Carsten; Singh, Ritambhara Journal: Journal of the American Medical Informatics Association Issue: Volume 29:Number 12(2022) Page Start: 2014 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. PD54-03 ARTIFICIAL INTELLIGENCE IN ROBOTIC-ASSISTED LAPAROSCOPIC PROSTATECTOMY: DEVELOPING PREDICTIVE MODELS FOR POSITIVE SURGICAL MARGINS. (May 2022) Authors: Schmit, Stephen; Ortiz, Rebecca; Caffery, Philip; Tucci, Christopher; Eickhoff, Carsten; Hyams, Elias; Pareek, Gyan Journal: Journal of urology Issue: Volume 207(2022)Supplement 5 Page Start: e916 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Risk Factors for Pediatric Sepsis in the Emergency Department: A Machine Learning Pilot Study. Issue 2 (17th February 2023) Authors: Mercurio, Laura; Pou, Sovijja; Duffy, Susan; Eickhoff, Carsten Journal: Pediatric emergency care Issue: Volume 39:Issue 2(2023) Page Start: e48 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Weakly supervised pneumonia localization in chest X‐rays using generative adversarial networks. Issue 11 (26th October 2021) Authors: Keshavamurthy, Krishna Nand; Eickhoff, Carsten; Juluru, Krishna Journal: Medical physics Issue: Volume 48:Issue 11(2021) Page Start: 7154 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗