Jeffrey Chiang • UCLA Profiles

Jeffrey Nien-Jay Chiang

Title(s)	Assistant Professor-in-residence, Neurosurgery
School	Medicine
ORCID	0000-0002-6843-1355
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Other Positions


Title(s)	Assistant Adjunct Professor, Computational Medicine

Bibliographic

Publications

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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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.

Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans. Nat Biomed Eng. 2024 Oct 01. 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: Fields:
Bio Biomedical Engineering
A review of machine learning methods for non-invasive blood pressure estimation. J Clin Monit Comput. 2024 Sep 21. Pal R, Le J, Rudas A, Chiang JN, Williams T, Alexander B, Joosten A, Cannesson M. PMID: 39305449.

View in: PubMed Mentions: Fields:
Med Medical Informatics Med Medicine (General)
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:
Med Medical Informatics
Translation:Humans
Predicting in-hospital mortality among patients admitted with a diagnosis of heart failure: a machine learning approach. ESC Heart Fail. 2024 Apr 18. Jawadi Z, He R, Srivastava PK, Fonarow GC, Khalil SO, Krishnan S, Eskin E, Chiang JN, Nsair A. PMID: 38637959.

View in: PubMed Mentions: 2 Fields:
Car Cardiology
Translation:Humans
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:
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:
Gen General Surgery Gyn Gynecology Uro Urology
Translation:Humans
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:
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:
Oph Ophthalmology
Translation:Humans
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:
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:
Oph Ophthalmology
Translation:Humans
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: 2
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:
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:
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: 6 Translation:Humans
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: 20
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:
Oph Ophthalmology
Translation:Humans
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: 12 Fields:
Sci Science
Translation:Humans
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: 7
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: 8
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: 11 Fields:
Int Internal Medicine
Translation:Humans Cells
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: 24 Fields:
Med Medicine (General)Sci Science
Translation:Humans Cells PHPublic Health
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:
Neu Neurology
Translation:Humans
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
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: 138 Fields:
Dia Diagnostic Imaging
Translation:Humans
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:
Bra Brain Psy Psychophysiology Spe Speech-Language Pathology
Translation:Humans
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:
Dia Diagnostic Imaging
Translation:Humans
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: 9 Fields:
Dia Diagnostic Imaging
Translation:Humans
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: 66 Fields:
Neu Neurology
Translation:Humans
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: 88 Fields:
Med Medicine (General)Sci Science
Translation:Humans