| Pub. Date | Title | Author(s) |
| 3/1/2021 | Applications of Artificial Intelligence for Retinopathy of Prematurity Screening. | Campbell JP, Singh P, Redd TK, Brown JM, Shah PK, Subramanian P, Rajan R, Valikodath N, Cole E, Ostmo S, Chan RVP, Venkatapathy N, Chiang MF, Kalpathy-Cramer J. |
| 7/1/2019 | Use of artificial intelligence (AI) in the interpretation of intrapartum fetal heart rate (FHR) tracings: a systematic review and meta-analysis. | Balayla J, Shrem G. |
| 1/1/2020 | Reducing False Alarm Rates in Neonatal Intensive Care: A New Machine Learning Approach. | Ostojic D, Guglielmini S, Moser V, Fauchčre JC, Bucher HU, Bassler D, Wolf M, Kleiser S, Scholkmann F, Karen T. |
| 7/1/2019 | Optimizing neural networks for medical data sets: A case study on neonatal apnea prediction. | Shirwaikar RD, Acharya U D, Makkithaya K, M S, Srivastava S, Lewis U LES. |
| 9/11/2020 | Neonatal Sepsis Diagnosis Decision-Making Based on Artificial Neural Networks. | Helguera-Repetto AC, Soto-Ramírez MD, Villavicencio-Carrisoza O, Yong-Mendoza S, Yong-Mendoza A, León-Juárez M, González-Y-Merchand JA, Zaga-Clavellina V, Irles C. |
| 3/1/2014 | Medical decision support using machine learning for early detection of late-onset neonatal sepsis. | Mani S, Ozdas A, Aliferis C, Varol HA, Chen Q, Carnevale R, Chen Y, Romano-Keeler J, Nian H, Weitkamp JH. |
| 2/22/2019 | Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data. | Masino AJ, Harris MC, Forsyth D, Ostapenko S, Srinivasan L, Bonafide CP, Balamuth F, Schmatz M, Grundmeier RW. |
| 2/24/2016 | Natural Language Processing for Cohort Discovery in a Discharge Prediction Model for the Neonatal ICU. | Temple MW, Lehmann CU, Fabbri D. |
| 4/19/2021 | Prediction of neonatal deaths in NICUs: development and validation of machine learning models. | Sheikhtaheri A, Zarkesh MR, Moradi R, Kermani F. |
| 7/1/2021 | Hybridized neural networks for non-invasive and continuous mortality risk assessment in neonates. | Baker S, Xiang W, Atkinson I. |
| 7/1/2020 | Deep learning for estimation of functional brain maturation from EEG of premature neonates. | Gschwandtner L, Hartmann M, Oberdorfer L, Furbass F, Klebermas-Schrehof K, Werther T, Stevenson N, Gritsch G, Perko H, Berger A, Kluge T, Giordano V. |
| 12/1/2018 | Quiet sleep detection in preterm infants using deep convolutional neural networks. | Ansari AH, De Wel O, Lavanga M, Caicedo A, Dereymaeker A, Jansen K, Vervisch J, De Vos M, Naulaers G, Van Huffel S. |
| 1/1/2014 | A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants. | Ansari AH, De Wel O, Pillay K, Dereymaeker A, Jansen K, Van Huffel S, Naulaers G, De Vos M. |
| 2/22/2021 | Grading hypoxic-ischemic encephalopathy in neonatal EEG with convolutional neural networks and quadratic time-frequency distributions. | Raurale SA, Boylan GB, Mathieson S, Marnane WP, Lightbody G, O'Toole JM. |
| 10/1/2016 | Detecting Neonatal Seizures With Computer Algorithms. | Temko A, Lightbody G. |
| 10/1/2020 | A machine-learning algorithm for neonatal seizure recognition: a multicentre, randomised, controlled trial. | Pavel AM, Rennie JM, de Vries LS, Blennow M, Foran A, Shah DK, Pressler RM, Kapellou O, Dempsey EM, Mathieson SR, Pavlidis E, van Huffelen AC, Livingstone V, Toet MC, Weeke LC, Finder M, Mitra S, Murray DM, Marnane WP, Boylan GB. |
| 5/1/2021 | Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning. | Weber R, Cabon S, Simon A, Poree F, Carrault G. |
| 7/22/2021 | Machine Learning Approaches to Predict In-Hospital Mortality among Neonates with Clinically Suspected Sepsis in the Neonatal Intensive Care Unit. | Hsu JF, Chang YF, Cheng HJ, Yang C, Lin CY, Chu SM, Huang HR, Chiang MC, Wang HC, Tsai MH. |
| 2020 | http://dx.doi.org/10.1016/j.clp.2017.04.003 | Van Laere D, Meeus M, Beimnaert C, Sonck V, Laukens K, Mahieu L, Mulder A |
| 7/11/2022 | Development and Validation of a Deep Learning Method to Predict Cerebral Palsy From Spontaneous Movements in Infants at High Risk | Groos D, Adde L, Aubert S |
| 12/1/2020 | Fast body part segmentation and tracking of neonatal video data using deep learning | Antink CH, Ferreira JCM, Paul M, et al |