Jeffrey Nien-Jay Chiang

Title(s)Assistant Professor-in-residence, Neurosurgery
SchoolMedicine
ORCID ORCID Icon0000-0002-6843-1355 Additional info
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    Title(s)Assistant Professor-in-residence, Computational Medicine


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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Simultaneous forecasting of vital sign trajectories in the ICU. Sci Rep. 2025 Apr 29; 15(1):14996. He R, Chiang JN. PMID: 40301650; PMCID: PMC12041510.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Exogenous lactate infusion (ELI) in traumatic brain injury: higher dose is better? Crit Care. 2025 Apr 14; 29(1):153. Vespa P, Wolahan S, Buitrago-Blanco M, Real C, Ruiz-Tejeda J, McArthur DL, Chiang JN, Agoston D, Glenn TC. PMID: 40229764; PMCID: PMC11998250.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCTClinical Trials
    3. Inclusion bias affects common variant discovery and replication in a health-system linked biobank. medRxiv. 2025 Apr 06. Pimplaskar A, Qiu J, Lapinska S, Tozzo V, Chiang JN, Pasaniuc B, Olde Loohuis LM. PMID: 40236437; PMCID: PMC11998835.
      View in: PubMed   Mentions:
    4. Feature Extraction Tool Using Temporal Landmarks in Arterial Blood Pressure and Photoplethysmography Waveforms. medRxiv. 2025 Mar 21. Pal R, Rudas A, Williams T, Chiang JN, Barney A, Cannesson M. PMID: 40166581; PMCID: PMC11957180.
      View in: PubMed   Mentions:
    5. Generative AI Models in Time-Varying Biomedical Data: Scoping Review. J Med Internet Res. 2025 Mar 10; 27:e59792. He R, Sarwal V, Qiu X, Zhuang Y, Zhang L, Liu Y, Chiang J. PMID: 40063929; PMCID: PMC11933772.
      View in: PubMed   Mentions:    Fields:    
    6. The Dipeptidyl Peptidase-4 Inhibitor Saxagliptin as a Candidate Treatment for Disorders of Consciousness: A Deep Learning and Retrospective Clinical Analysis. Neurocrit Care. 2025 Feb 04. Toker D, Chiang JN, Vespa PM, Schnakers C, Monti MM. PMID: 39904872.
      View in: PubMed   Mentions:    Fields:    
    7. Antibiotic Overprescription for "Urinary Tract Infections" Is Associated With Poor Diagnostic Stewardship and Low Adherence to Guidelines. Neurourol Urodyn. 2025 Feb; 44(2):382-389. Murray K, Shimabukuro J, Khalfay N, Chiang JN, Lenore Ackerman A. PMID: 39629893; PMCID: PMC11788957.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    8. Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans. Nat Biomed Eng. 2025 Apr; 9(4):507-520. Avram O, Durmus B, Rakocz N, Corradetti G, An U, Nittala MG, Terway P, Rudas A, Chen ZJ, Wakatsuki Y, Hirabayashi K, Velaga S, Tiosano L, Corvi F, Verma A, Karamat A, Lindenberg S, Oncel D, Almidani L, Hull V, Fasih-Ahmad S, Esmaeilkhanian H, Cannesson M, Wykoff CC, Rahmani E, Arnold CW, Zhou B, Zaitlen N, Gronau I, Sankararaman S, Chiang JN, Sadda SR, Halperin E. PMID: 39354052.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    9. A review of machine learning methods for non-invasive blood pressure estimation. J Clin Monit Comput. 2025 Feb; 39(1):95-106. Pal R, Le J, Rudas A, Chiang JN, Williams T, Alexander B, Joosten A, Cannesson M. PMID: 39305449.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    10. An algorithm to detect dicrotic notch in arterial blood pressure and photoplethysmography waveforms using the iterative envelope mean method. Comput Methods Programs Biomed. 2024 Sep; 254:108283. Pal R, Rudas A, Kim S, Chiang JN, Barney A, Cannesson M. PMID: 38901273; PMCID: PMC11323035.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    11. Predicting in-hospital mortality among patients admitted with a diagnosis of heart failure: a machine learning approach. ESC Heart Fail. 2024 Oct; 11(5):2490-2498. Jawadi Z, He R, Srivastava PK, Fonarow GC, Khalil SO, Krishnan S, Eskin E, Chiang JN, Nsair A. PMID: 38637959; PMCID: PMC11424320.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    12. An algorithm to detect dicrotic notch in arterial blood pressure and photoplethysmography waveforms using the iterative envelope mean method. medRxiv. 2024 Mar 07. Pal R, Rudas A, Kim S, Chiang JN, Braney A, Cannesson M. PMID: 38496617; PMCID: PMC10942507.
      View in: PubMed   Mentions:
    13. Antibiotic Switches in Urinary Tract Infection Are Associated With Atypical Symptoms and Emergent Care. Urogynecology (Phila). 2024 03 01; 30(3):256-263. Khalfay N, Murray K, Shimabukuro J, Chiang JN, Ackerman AL. PMID: 38484240; PMCID: PMC10947062.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    14. SLIViT: a general AI framework for clinical-feature diagnosis from limited 3D biomedical-imaging data. Res Sq. 2023 Nov 21. Avram O, Durmus B, Rakocz N, Corradetti G, An U, Nitalla MG, Rudas A, Wakatsuki Y, Hirabayashi K, Velaga S, Tiosano L, Corvi F, Verma A, Karamat A, Lindenberg S, Oncel D, Almidani L, Hull V, Fasih-Ahmad S, Esmaeilkhanian H, Wykoff CC, Rahmani E, Arnold CW, Zhou B, Zaitlen N, Gronau I, Sankararaman S, Chiang JN, Sadda SR, Halperin E. PMID: 38045283; PMCID: PMC10690310.
      View in: PubMed   Mentions:
    15. Prediction of activity in eyes with macular neovascularization due to age-related macular degeneration using deep learning. Eye (Lond). 2024 Apr; 38(5):819-821. Corradetti G, Rakocz N, Chiang JN, Avram O, Alagorie AR, Nittala MG, Karamat A, Boyer DS, Sarraf D, Halperin E, Sadda S. PMID: 37884703; PMCID: PMC10966030.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    16. Association of red blood cell distribution width with hospital admission and in-hospital mortality across all-cause adult emergency department visits. JAMIA Open. 2023 Oct; 6(3):ooad053. Hong WS, Rudas A, Bell EJ, Chiang JN. PMID: 37501917; PMCID: PMC10368803.
      View in: PubMed   Mentions: 1  
    17. Effect of statins on the age of onset of age-related macular degeneration. Graefes Arch Clin Exp Ophthalmol. 2023 Aug; 261(8):2245-2255. Ganesh D, Chiang JN, Corradetti G, Zaitlen N, Halperin E, Sadda SR. PMID: 36917316.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    18. Automated large-scale prediction of exudative AMD progression using machine-read OCT biomarkers. PLOS Digit Health. 2023 Feb; 2(2):e0000106. Rudas A, Chiang JN, Corradetti G, Rakocz N, Avram O, Halperin E, Sadda SR. PMID: 36812608; PMCID: PMC9931262.
      View in: PubMed   Mentions: 3  
    19. Author Correction: Neural complexity is a common denominator of human consciousness across diverse regimes of cortical dynamics. Commun Biol. 2023 Jan 13; 6(1):41. Frohlich J, Chiang JN, Mediano PAM, Nespeca M, Saravanapandian V, Toker D, Dell'Italia J, Hipp JF, Jeste SS, Chu CJ, Bird LM, Monti MM. PMID: 36639573; PMCID: PMC9839733.
      View in: PubMed   Mentions:
    20. Author Correction: Neural complexity is a common denominator of human consciousness across diverse regimes of cortical dynamics. Commun Biol. 2023 Jan 10; 6(1):24. Frohlich J, Chiang JN, Mediano PAM, Nespeca M, Saravanapandian V, Toker D, Dell'Italia J, Hipp JF, Jeste SS, Chu CJ, Bird LM, Monti MM. PMID: 36627373; PMCID: PMC9832133.
      View in: PubMed   Mentions:
    21. Neural complexity is a common denominator of human consciousness across diverse regimes of cortical dynamics. Commun Biol. 2022 12 15; 5(1):1374. Frohlich J, Chiang JN, Mediano PAM, Nespeca M, Saravanapandian V, Toker D, Dell'Italia J, Hipp JF, Jeste SS, Chu CJ, Bird LM, Monti MM. PMID: 36522453; PMCID: PMC9755290.
      View in: PubMed   Mentions: 8  Translation:Humans
    22. Methylation risk scores are associated with a collection of phenotypes within electronic health record systems. NPJ Genom Med. 2022 Aug 25; 7(1):50. Thompson M, Hill BL, Rakocz N, Chiang JN, Geschwind D, Sankararaman S, Hofer I, Cannesson M, Zaitlen N, Halperin E. PMID: 36008412; PMCID: PMC9411568.
      View in: PubMed   Mentions: 28  
    23. Automated Identification of Incomplete and Complete Retinal Epithelial Pigment and Outer Retinal Atrophy Using Machine Learning. Ophthalmol Retina. 2023 02; 7(2):118-126. Chiang JN, Corradetti G, Nittala MG, Corvi F, Rakocz N, Rudas A, Durmus B, An U, Sankararaman S, Chiu A, Halperin E, Sadda SR. PMID: 35995411.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    24. Imputation of the continuous arterial line blood pressure waveform from non-invasive measurements using deep learning. Sci Rep. 2021 08 03; 11(1):15755. Hill BL, Rakocz N, Rudas Á, Chiang JN, Wang S, Hofer I, Cannesson M, Halperin E. PMID: 34344934; PMCID: PMC8333060.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    25. Automated identification of clinical features from sparsely annotated 3-dimensional medical imaging. NPJ Digit Med. 2021 Mar 08; 4(1):44. Rakocz N, Chiang JN, Nittala MG, Corradetti G, Tiosano L, Velaga S, Thompson M, Hill BL, Sankararaman S, Haines JL, Pericak-Vance MA, Stambolian D, Sadda SR, Halperin E. PMID: 33686212; PMCID: PMC7940637.
      View in: PubMed   Mentions: 8  
    26. Pre-existing conditions in Hispanics/Latinxs that are COVID-19 risk factors. iScience. 2021 Mar 19; 24(3):102188. Chang TS, Ding Y, Freund MK, Johnson R, Schwarz T, Yabu JM, Hazlett C, Chiang JN, Wulf DA, UCLA Precision Health Data Discovery Repository Working Group, Geschwind DH, Butte MJ, Pasaniuc B. PMID: 33615196; PMCID: PMC7879099.
      View in: PubMed   Mentions: 9  
    27. Discharge Clinical Characteristics and Post-Discharge Events in Patients with Severe COVID-19: A Descriptive Case Series. J Gen Intern Med. 2021 Apr; 36(4):1017-1022. Saab FG, Chiang JN, Brook R, Adamson PC, Fulcher JA, Halperin E, Manuel V, Goodman-Meza D. PMID: 33532963; PMCID: PMC7853705.
      View in: PubMed   Mentions: 13     Fields:    Translation:HumansCells
    28. A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity. PLoS One. 2020; 15(9):e0239474. Goodman-Meza D, Rudas A, Chiang JN, Adamson PC, Ebinger J, Sun N, Botting P, Fulcher JA, Saab FG, Brook R, Eskin E, An U, Kordi M, Jew B, Balliu B, Chen Z, Hill BL, Rahmani E, Halperin E, Manuel V. PMID: 32960917; PMCID: PMC7508387.
      View in: PubMed   Mentions: 23     Fields:    Translation:HumansCellsPHPublic Health
    29. Distributed Code for Semantic Relations Predicts Neural Similarity during Analogical Reasoning. J Cogn Neurosci. 2021 03; 33(3):377-389. Chiang JN, Peng Y, Lu H, Holyoak KJ, Monti MM. PMID: 32762520.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    30. Prior diagnoses and medications as risk factors for COVID-19 in a Los Angeles Health System. medRxiv. 2020 Jul 09. Chang TS, Ding Y, Freund MK, Johnson R, Schwarz T, Yabu JM, Hazlett C, Chiang JN, Wulf A, UCLA Health Data Mart Working Group, Geschwind DH, Butte MJ, Pasaniuc B. PMID: 32637977; PMCID: PMC7340203.
      View in: PubMed   Mentions: 3  
    31. Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation. Med Image Anal. 2020 07; 63:101693. Tajbakhsh N, Jeyaseelan L, Li Q, Chiang JN, Wu Z, Ding X. PMID: 32289663.
      View in: PubMed   Mentions: 161     Fields:    Translation:Humans
    32. The language of music: Common neural codes for structured sequences in music and natural language. Brain Lang. 2018 10; 185:30-37. Chiang JN, Rosenberg MH, Bufford CA, Stephens D, Lysy A, Monti MM. PMID: 30086421.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    33. Neural representations of magnitude for natural and rational numbers. Neuroimage. 2016 Nov 01; 141:304-312. DeWolf M, Chiang JN, Bassok M, Holyoak KJ, Monti MM. PMID: 27474523.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    34. Neural adaptation in pSTS correlates with perceptual aftereffects to biological motion and with autistic traits. Neuroimage. 2016 Aug 01; 136:149-61. Thurman SM, van Boxtel JJ, Monti MM, Chiang JN, Lu H. PMID: 27164327.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    35. Thalamic and extrathalamic mechanisms of consciousness after severe brain injury. Ann Neurol. 2015 Jul; 78(1):68-76. Lutkenhoff ES, Chiang J, Tshibanda L, Kamau E, Kirsch M, Pickard JD, Laureys S, Owen AM, Monti MM. PMID: 25893530.
      View in: PubMed   Mentions: 64     Fields:    
    36. Optimized brain extraction for pathological brains (optiBET). PLoS One. 2014; 9(12):e115551. Lutkenhoff ES, Rosenberg M, Chiang J, Zhang K, Pickard JD, Owen AM, Monti MM. PMID: 25514672; PMCID: PMC4267825.
      View in: PubMed   Mentions: 83     Fields:    Translation:Humans
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