359 related articles for article (PubMed ID: 31651973)
1. Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer.
Parikh RB; Manz C; Chivers C; Regli SH; Braun J; Draugelis ME; Schuchter LM; Shulman LN; Navathe AS; Patel MS; O'Connor NR
JAMA Netw Open; 2019 Oct; 2(10):e1915997. PubMed ID: 31651973
[TBL] [Abstract][Full Text] [Related]
2. Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer.
Manz CR; Chen J; Liu M; Chivers C; Regli SH; Braun J; Draugelis M; Hanson CW; Shulman LN; Schuchter LM; O'Connor N; Bekelman JE; Patel MS; Parikh RB
JAMA Oncol; 2020 Nov; 6(11):1723-1730. PubMed ID: 32970131
[TBL] [Abstract][Full Text] [Related]
3. Can Predictive Modeling Tools Identify Patients at High Risk of Prolonged Opioid Use After ACL Reconstruction?
Anderson AB; Grazal CF; Balazs GC; Potter BK; Dickens JF; Forsberg JA
Clin Orthop Relat Res; 2020 Jul; 478(7):0-1618. PubMed ID: 32282466
[TBL] [Abstract][Full Text] [Related]
4. Development, Validation, and Evaluation of a Simple Machine Learning Model to Predict Cirrhosis Mortality.
Kanwal F; Taylor TJ; Kramer JR; Cao Y; Smith D; Gifford AL; El-Serag HB; Naik AD; Asch SM
JAMA Netw Open; 2020 Nov; 3(11):e2023780. PubMed ID: 33141161
[TBL] [Abstract][Full Text] [Related]
5. Development and Validation of an Electronic Health Record-Based Machine Learning Model to Estimate Delirium Risk in Newly Hospitalized Patients Without Known Cognitive Impairment.
Wong A; Young AT; Liang AS; Gonzales R; Douglas VC; Hadley D
JAMA Netw Open; 2018 Aug; 1(4):e181018. PubMed ID: 30646095
[TBL] [Abstract][Full Text] [Related]
6. Development and Validation of a Machine Learning Algorithm Predicting Emergency Department Use and Unplanned Hospitalization in Patients With Head and Neck Cancer.
Noel CW; Sutradhar R; Gotlib Conn L; Forner D; Chan WC; Fu R; Hallet J; Coburn NG; Eskander A
JAMA Otolaryngol Head Neck Surg; 2022 Aug; 148(8):764-772. PubMed ID: 35771564
[TBL] [Abstract][Full Text] [Related]
7. Development and Application of a Machine Learning Approach to Assess Short-term Mortality Risk Among Patients With Cancer Starting Chemotherapy.
Elfiky AA; Pany MJ; Parikh RB; Obermeyer Z
JAMA Netw Open; 2018 Jul; 1(3):e180926. PubMed ID: 30646043
[TBL] [Abstract][Full Text] [Related]
8. Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions.
Lo-Ciganic WH; Huang JL; Zhang HH; Weiss JC; Wu Y; Kwoh CK; Donohue JM; Cochran G; Gordon AJ; Malone DC; Kuza CC; Gellad WF
JAMA Netw Open; 2019 Mar; 2(3):e190968. PubMed ID: 30901048
[TBL] [Abstract][Full Text] [Related]
9. Predictors of 30-Day Mortality Among Dutch Patients Undergoing Colorectal Cancer Surgery, 2011-2016.
van den Bosch T; Warps AK; de Nerée Tot Babberich MPM; Stamm C; Geerts BF; Vermeulen L; Wouters MWJM; Dekker JWT; Tollenaar RAEM; Tanis PJ; Miedema DM;
JAMA Netw Open; 2021 Apr; 4(4):e217737. PubMed ID: 33900400
[TBL] [Abstract][Full Text] [Related]
10. Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer: A Stepped-Wedge Cluster Randomized Clinical Trial.
Manz CR; Parikh RB; Small DS; Evans CN; Chivers C; Regli SH; Hanson CW; Bekelman JE; Rareshide CAL; O'Connor N; Schuchter LM; Shulman LN; Patel MS
JAMA Oncol; 2020 Dec; 6(12):e204759. PubMed ID: 33057696
[TBL] [Abstract][Full Text] [Related]
11. Can Machine-learning Algorithms Predict Early Revision TKA in the Danish Knee Arthroplasty Registry?
El-Galaly A; Grazal C; Kappel A; Nielsen PT; Jensen SL; Forsberg JA
Clin Orthop Relat Res; 2020 Sep; 478(9):2088-2101. PubMed ID: 32667760
[TBL] [Abstract][Full Text] [Related]
12. Long-term Effect of Machine Learning-Triggered Behavioral Nudges on Serious Illness Conversations and End-of-Life Outcomes Among Patients With Cancer: A Randomized Clinical Trial.
Manz CR; Zhang Y; Chen K; Long Q; Small DS; Evans CN; Chivers C; Regli SH; Hanson CW; Bekelman JE; Braun J; Rareshide CAL; O'Connor N; Kumar P; Schuchter LM; Shulman LN; Patel MS; Parikh RB
JAMA Oncol; 2023 Mar; 9(3):414-418. PubMed ID: 36633868
[TBL] [Abstract][Full Text] [Related]
13. Machine learning-based algorithms to predict severe psychological distress among cancer patients with spinal metastatic disease.
Gao L; Cao Y; Cao X; Shi X; Lei M; Su X; Liu Y
Spine J; 2023 Sep; 23(9):1255-1269. PubMed ID: 37182703
[TBL] [Abstract][Full Text] [Related]
14. Performance assessment of the metastatic spinal tumor frailty index using machine learning algorithms: limitations and future directions.
Massaad E; Williams N; Hadzipasic M; Patel SS; Fourman MS; Kiapour A; Schoenfeld AJ; Shankar GM; Shin JH
Neurosurg Focus; 2021 May; 50(5):E5. PubMed ID: 33932935
[TBL] [Abstract][Full Text] [Related]
15. Can machine-learning improve cardiovascular risk prediction using routine clinical data?
Weng SF; Reps J; Kai J; Garibaldi JM; Qureshi N
PLoS One; 2017; 12(4):e0174944. PubMed ID: 28376093
[TBL] [Abstract][Full Text] [Related]
16. Development of a web-based calculator to predict three-month mortality among patients with bone metastases from cancer of unknown primary: An internally and externally validated study using machine-learning techniques.
Cui Y; Wang Q; Shi X; Ye Q; Lei M; Wang B
Front Oncol; 2022; 12():1095059. PubMed ID: 36568149
[TBL] [Abstract][Full Text] [Related]
17. Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment.
Herrin J; Abraham NS; Yao X; Noseworthy PA; Inselman J; Shah ND; Ngufor C
JAMA Netw Open; 2021 May; 4(5):e2110703. PubMed ID: 34019087
[TBL] [Abstract][Full Text] [Related]
18. The Development and Validation of a Machine Learning Model to Predict Bacteremia and Fungemia in Hospitalized Patients Using Electronic Health Record Data.
Bhavani SV; Lonjers Z; Carey KA; Afshar M; Gilbert ER; Shah NS; Huang ES; Churpek MM
Crit Care Med; 2020 Nov; 48(11):e1020-e1028. PubMed ID: 32796184
[TBL] [Abstract][Full Text] [Related]
19. The Development and Validation of Simplified Machine Learning Algorithms to Predict Prognosis of Hospitalized Patients With COVID-19: Multicenter, Retrospective Study.
He F; Page JH; Weinberg KR; Mishra A
J Med Internet Res; 2022 Jan; 24(1):e31549. PubMed ID: 34951865
[TBL] [Abstract][Full Text] [Related]
20. Towards proactive palliative care in oncology: developing an explainable EHR-based machine learning model for mortality risk prediction.
Zhuang Q; Zhang AY; Cong RSTY; Yang GM; Neo PSH; Tan DS; Chua ML; Tan IB; Wong FY; Eng Hock Ong M; Shao Wei Lam S; Liu N
BMC Palliat Care; 2024 May; 23(1):124. PubMed ID: 38769564
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]