Research Papers

25 of 1918 papers

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Feasibility of a wearable self-management application for patients with COPD at home: a pilot study.
Wu R; de Lara E; Liaqat D; Liaqat S; Chen JL; Son T; Gershon AS.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
4/6 Transparent
Registered Funding Declared
Natural language processing to identify lupus nephritis phenotype in electronic health records.
Deng Y; Pacheco JA; Ghosh A; Chung A; Mao C; Smith JC; Zhao J; Wei WQ; Barnado A; Dorn C; Weng C; Liu C; Cordon A; Yu J; Tedla Y; Kho A; Ramsey-Goldman R; Walunas T; Luo Y.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classif…
Holguin-Garcia SA; Guevara-Navarro E; Daza-Chica AE; Patiño-Claro MA; Arteaga-Arteaga HB; Ruz GA; Tabares-Soto R; Bravo-Ortiz MA.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
5/6 Transparent
Data Code Funding Declared
A novel estimator for the two-way partial AUC.
Chaibub Neto E; Yadav V; Sieberts SK; Omberg L.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
4/6 Transparent
Code Funding Declared
Automatic de-identification of French electronic health records: a cost-effective approach exploiting distant supervisi…
Azzouzi ME; Coatrieux G; Bellafqira R; Delamarre D; Riou C; Oubenali N; Cabon S; Cuggia M; Bouzillé G.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
InsightSleepNet: the interpretable and uncertainty-aware deep learning network for sleep staging using continuous Photo…
Nam B; Bark B; Lee J; Kim IY.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
4/6 Transparent
Code Funding Declared
Which risk factor best predicts coronary artery disease using artificial neural network method?
Azdaki N; Salmani F; Kazemi T; Partovi N; Bizhaem SK; Moghadam MN; Moniri Y; Zarepur E; Mohammadifard N; Alikhasi H; Nouri F; Sarrafzadegan N; Moezi SA; Khazdair MR.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Enhancing heart failure treatment decisions: interpretable machine learning models for advanced therapy eligibility pre…
Zhang Y; Golbus JR; Wittrup E; Aaronson KD; Najarian K.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
4/6 Transparent
Code Funding Declared
Dimension reduction and outlier detection of 3-D shapes derived from multi-organ CT images.
Selle M; Kircher M; Schwennen C; Visscher C; Jung K.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
5/6 Transparent
Data Code Funding Declared
Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare.
Guo LL; Morse KE; Aftandilian C; Steinberg E; Fries J; Posada J; Fleming SL; Lemmon J; Jessa K; Shah N; Sung L.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
5/6 Transparent
Data Code Funding Declared
Systematic design of health monitoring systems centered on older adults and ADLs.
Garcia-Moreno FM; Bermudez-Edo M; Pérez-Mármol JM; Garrido JL; Rodríguez-Fórtiz MJ.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Data resource profile of an online database system for forensic mental health services.
Koike J; Kono T; Takeda K; Yamada Y; Fujii C; Hirabayashi N.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Choice of refractive surgery types for myopia assisted by machine learning based on doctors' surgical selection data.
Li J; Dai Y; Mu Z; Wang Z; Meng J; Meng T; Wang J.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Establishment of a risk prediction model for bowel necrosis in patients with incarcerated inguinal hernia.
Zhou J; Yuan X.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Machine learning based biomarker discovery for chronic kidney disease-mineral and bone disorder (CKD-MBD).
Li Y; Lou Y; Liu M; Chen S; Tan P; Li X; Sun H; Kong W; Zhang S; Shao X.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Acute kidney injury comorbidity analysis based on international classification of diseases-10 codes.
Wang M; Liu G; Ni Z; Yang Q; Li X; Bi Z.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Patient values in patient-provider communication about participation in early phase clinical cancer trials: a qualitati…
van Lent LGG; van der Ham M; de Jonge MJA; Gort EH; van Mil M; Hasselaar J; van der Rijt CCD; van Gurp J; van Weert JCM.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
4/6 Transparent
Registered Funding Declared
Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic.
Kagerbauer SM; Ulm B; Podtschaske AH; Andonov DI; Blobner M; Jungwirth B; Graessner M.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
5/6 Transparent
Code Registered Funding Declared
Application of machine learning models on predicting the length of hospital stay in fragility fracture patients.
Lai CH; Mok PK; Chau WW; Law SW.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Participant characteristics and reasons for non-consent to health information linkage for research: experiences from th…
Greaves K; King A; Bourne Z; Welsh J; Morgan M; Tolosa MX; Bonner C; Stanton T; Fryer M; Korda R.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Hybrid-FHR: a multi-modal AI approach for automated fetal acidosis diagnosis.
Zhao Z; Zhu J; Jiao P; Wang J; Zhang X; Lu X; Zhang Y.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Heart failure classification using deep learning to extract spatiotemporal features from ECG.
Zhang CJ; Yuan-Lu; Tang FQ; Cai HP; Qian YF; Chao-Wang.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
4/6 Transparent
Code Funding Declared
Automated machine learning for early prediction of acute kidney injury in acute pancreatitis.
Zhang R; Yin M; Jiang A; Zhang S; Xu X; Liu L.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
3/6 Transparent
Funding Declared
Hybrid architecture based intelligent diagnosis assistant for GP.
Wang R; Jayathunge K; Page R; Li H; Zhang JJ; Yang X.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
4/6 Transparent
Code Funding Declared
Dirichlet process mixture models to impute missing predictor data in counterfactual prediction models: an application t…
Cardoso P; Dennis JM; Bowden J; Shields BM; McKinley TJ; the MASTERMIND Consortium.
BMC Med Inform Decis Mak (Unknown)
Published: 2024
5/6 Transparent
Data Code Funding Declared