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Evaluating sociodemographic bias in a deployed machine-learned patient deterioration model.

Authors: Colacci M Pou-Prom C Siddiqi A et al.

Source: JAMIA open [JAMIA Open] 2025 Dec 01; Vol. 8 (6), pp. ooaf158. Date of Electronic Publication: 2025 Dec 01 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press on behalf of the American Medical Informatics Association Country of Publication: United States NLM ID: 101730643 Publication Model: eCollection Cited Medium: Internet ISSN: 2574-2531 (Electronic) Linking ISSN: 25742531 NLM ISO Abbreviation: JAMIA Open Subsets: PubMed not MEDLINE

The SoyBase, LegumeInfo, and PeanutBase databases in support of legume research and crop improvement.

Authors: Campbell JD Cameron CT Cleary AM et al.

Source: Genetics [Genetics] 2026 Apr 04; Vol. 232 (4).

Publication Type: Journal Article; Research Support, U.S. Gov't, Non-P.H.S.

Journal Info: Publisher: Oxford University Press Country of Publication: United States NLM ID: 0374636 Publication Model: Print Cited Medium: Internet ISSN: 1943-2631 (Electronic) Linking ISSN: 00166731 NLM ISO Abbreviation: Genetics Subsets: MEDLINE

pyDeid: an improved, fast, flexible, and generalizable rule-based approach for deidentification of free-text medical records.

Authors: Sundrelingam V Parimoo S Pogacar F et al.

Source: JAMIA open [JAMIA Open] 2025 Jan 22; Vol. 8 (1), pp. ooae152. Date of Electronic Publication: 2025 Jan 22 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press on behalf of the American Medical Informatics Association Country of Publication: United States NLM ID: 101730643 Publication Model: eCollection Cited Medium: Internet ISSN: 2574-2531 (Electronic) Linking ISSN: 25742531 NLM ISO Abbreviation: JAMIA Open Subsets: PubMed not MEDLINE

Bovine adipose mitochondrial adaptation and a potential lactate-ketone toggle in early lactation.

Authors: O'Boyle NJ Chirivi M Abou-Rjeileh U et al.

Source: Frontiers in veterinary science [Front Vet Sci] 2025 Dec 03; Vol. 12, pp. 1676955. Date of Electronic Publication: 2025 Dec 03 (Print Publication: 2025).

Publication Type: Journal Article

Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101666658 Publication Model: eCollection Cited Medium: Print ISSN: 2297-1769 (Print) Linking ISSN: 22971769 NLM ISO Abbreviation: Front Vet Sci Subsets: PubMed not MEDLINE

Clinical evaluation of a machine learning-based early warning system for patient deterioration.

Authors: Verma AA Stukel TA Colacci M et al.

Source: CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne [CMAJ] 2024 Sep 15; Vol. 196 (30), pp. E1027-E1037. Date of Electronic Publication: 2024 Sep 15.

Publication Type: Journal Article

Journal Info: Publisher: Canadian Medical Association Country of Publication: Canada NLM ID: 9711805 Publication Model: Electronic Cited Medium: Internet ISSN: 1488-2329 (Electronic) Linking ISSN: 08203946 NLM ISO Abbreviation: CMAJ Subsets: MEDLINE

Optimizing patient monitoring to prevent clinical deterioration in surgical wards using machine learning.

Authors: Jung JJ Pou-Prom C Mamdani M

Source: American journal of surgery [Am J Surg] 2025 Jul; Vol. 245, pp. 116138. Date of Electronic Publication: 2024 Dec 09.

Publication Type: Editorial

Journal Info: Publisher: Excerpta Medica Country of Publication: United States NLM ID: 0370473 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-1883 (Electronic) Linking ISSN: 00029610 NLM ISO Abbreviation: Am J Surg Subsets: MEDLINE; In Process

Using real-time machine learning to prevent in-hospital hypoglycemia: a prospective study.

Authors: Fralick M Debnath M Pou-Prom C et al.

Source: Internal and emergency medicine [Intern Emerg Med] 2023 Jan; Vol. 18 (1), pp. 325-328. Date of Electronic Publication: 2022 Nov 11.

Publication Type: Letter; Comment

Journal Info: Publisher: Springer Country of Publication: Italy NLM ID: 101263418 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1970-9366 (Electronic) Linking ISSN: 18280447 NLM ISO Abbreviation: Intern Emerg Med Subsets: MEDLINE

Rule-based natural language processing for automation of stroke data extraction: a validation study.

Authors: Gunter D Puac-Polanco P Miguel O et al.

Source: Neuroradiology [Neuroradiology] 2022 Dec; Vol. 64 (12), pp. 2357-2362. Date of Electronic Publication: 2022 Aug 01.

Publication Type: Journal Article

Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 1302751 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1920 (Electronic) Linking ISSN: 00283940 NLM ISO Abbreviation: Neuroradiology Subsets: MEDLINE

Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis: Algorithm Development and Validation Study.

Authors: Yang Z Pou-Prom C Jones A et al.

Source: JMIR medical informatics [JMIR Med Inform] 2022 Jan 12; Vol. 10 (1), pp. e25157. Date of Electronic Publication: 2022 Jan 12.

Publication Type: Journal Article

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Print ISSN: 2291-9694 (Print) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: PubMed not MEDLINE

Necrotising enterocolitis suspicion in newborns with duct-dependent congenital heart disease: prognosis and risk factor.

Authors: El Louali F Prom C Myriem BA et al.

Source: BMJ paediatrics open [BMJ Paediatr Open] 2024 Sep 15; Vol. 8 (1). Date of Electronic Publication: 2024 Sep 15.

Publication Type: Journal Article

Journal Info: Publisher: BMJ Publishing Group Country of Publication: England NLM ID: 101715309 Publication Model: Electronic Cited Medium: Internet ISSN: 2399-9772 (Electronic) Linking ISSN: 23999772 NLM ISO Abbreviation: BMJ Paediatr Open Subsets: MEDLINE

Transliterated Title: Mise en œuvre de l’apprentissage machine en santé.

Authors: Verma AA Murray J Greiner R et al.

Source: CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne [CMAJ] 2021 Nov 08; Vol. 193 (44), pp. E1708-E1715.

Publication Type: Journal Article

Journal Info: Publisher: Canadian Medical Association Country of Publication: Canada NLM ID: 9711805 Publication Model: Print Cited Medium: Internet ISSN: 1488-2329 (Electronic) Linking ISSN: 08203946 NLM ISO Abbreviation: CMAJ Subsets: MEDLINE

Using machine learning to predict severe hypoglycaemia in hospital.

Authors: Fralick M Dai D Pou-Prom C et al.

Source: Diabetes, obesity & metabolism [Diabetes Obes Metab] 2021 Oct; Vol. 23 (10), pp. 2311-2319. Date of Electronic Publication: 2021 Jul 08.

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 100883645 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1463-1326 (Electronic) Linking ISSN: 14628902 NLM ISO Abbreviation: Diabetes Obes Metab Subsets: MEDLINE

Implementing machine learning in medicine.

Authors: Verma AA Murray J Greiner R et al.

Source: CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne [CMAJ] 2021 Aug 30; Vol. 193 (34), pp. E1351-E1357. Date of Electronic Publication: 2021 Aug 29.

Publication Type: Journal Article; Comment

Journal Info: Publisher: Canadian Medical Association Country of Publication: Canada NLM ID: 9711805 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1488-2329 (Electronic) Linking ISSN: 08203946 NLM ISO Abbreviation: CMAJ Subsets: MEDLINE