Danilo Bernardo, JR, MD

Title(s)Associate Professor, Neurology
SchoolSchool of Medicine
Address550 16th Street, #5230
San Francisco CA 94158
Phone310-825-6681
PronounsHe/Him/His
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    Other Positions
    Title(s)UCSF Weill Institute for Neurosciences


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    UCLA, Los Angeles2019Pediatric Epilepsy
    UCLA, Los Angeles2018Clinical Neurophysiology
    UCLA, Los Angeles2017Child Neurology
    University of North Carolina2014Neurology
    University of North Carolina2010MD

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    Dr. Bernardo is a pediatric neurologist and epileptologist in the Department of Neurology at UCSF. He has clinical interests in the treatment of early childhood-onset epilepsy, drug resistant epilepsy, and in surgical treatments for drug resistant epilepsy. His research involves the development of computational approaches to guide the diagnosis and treatment of childhood forms of epilepsy.

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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. Machine learning for forecasting initial seizure onset in neonatal hypoxic-ischemic encephalopathy. Epilepsia. 2025 Jan; 66(1):89-103. Bernardo D, Kim J, Cornet MC, Numis AL, Scheffler A, Rao VR, Amorim E, Glass HC. PMID: 39495029; PMCID: PMC11742638.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    2. Simulation-based inference of developmental EEG maturation with the spectral graph model. Communications Physics. 2024; 1(7):255. Bernardo D, Xie X, Verma P, Kim J, Liu V, Numis AL, Wu Y, Glass HC, Yap PT, Nagarajan SS, Raj A. View Publication.
    3. Automated preprocessing and phase-amplitude coupling analysis of scalp EEG discriminates infantile spasms from controls during wakefulness. Epilepsy Res. 2021 12; 178:106809. Miyakoshi M, Nariai H, Rajaraman RR, Bernardo D, Shrey DW, Lopour BA, Sim MS, Staba RJ, Hussain SA. PMID: 34823159.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    4. PIGG variant pathogenicity assessment reveals characteristic features within 19 families. Genet Med. 2021 10; 23(10):1873-1881. Tremblay-Laganière C, Maroofian R, Nguyen TTM, Karimiani EG, Kirmani S, Akbar F, Ibrahim S, Afroze B, Doosti M, Ashrafzadeh F, Babaei M, Efthymiou S, Christoforou M, Sultan T, Ladda RL, McLaughlin HM, Truty R, Mahida S, Cohen JS, Baranano K, Ismail FY, Patel MS, Lehman A, Edmondson AC, Nagy A, Walker MA, Mercimek-Andrews S, Maki Y, Sachdev R, Macintosh R, Palmer EE, Mancini GMS, Barakat TS, Steinfeld R, Rüsch CT, Stettner GM, Wagner M, Wortmann SB, Kini U, Brady AF, Stals KL, Ismayilova N, Ellard S, Bernardo D, Nugent K, McLean SD, Antonarakis SE, Houlden H, Kinoshita T, Campeau PM, Murakami Y. PMID: 34113002; PMCID: PMC9900493.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    5. Scalp EEG interictal high frequency oscillations as an objective biomarker of infantile spasms. Clin Neurophysiol. 2020 11; 131(11):2527-2536. Nariai H, Hussain SA, Bernardo D, Motoi H, Sonoda M, Kuroda N, Asano E, Nguyen JC, Elashoff D, Sankar R, Bragin A, Staba RJ, Wu JY. PMID: 32927206; PMCID: PMC7606823.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    6. Interictal scalp fast ripple occurrence and high frequency oscillation slow wave coupling in epileptic spasms. Clin Neurophysiol. 2020 07; 131(7):1433-1443. Bernardo D, Nariai H, Hussain SA, Sankar R, Wu JY. PMID: 32387963.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    7. Prospective observational study: Fast ripple localization delineates the epileptogenic zone. Clin Neurophysiol. 2019 11; 130(11):2144-2152. Nariai H, Hussain SA, Bernardo D, Fallah A, Murata KK, Nguyen JC, Rajaraman RR, Rao LM, Matsumoto JH, Lerner JT, Salamon N, Elashoff D, Sankar R, Wu JY. PMID: 31569042.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    8. Interrater reliability in visual identification of interictal high-frequency oscillations on electrocorticography and scalp EEG. Epilepsia Open. 2018 Dec; 3(Suppl Suppl 2):127-132. Nariai H, Wu JY, Bernardo D, Fallah A, Sankar R, Hussain SA. PMID: 30564771; PMCID: PMC6293061.
      View in: PubMed   Mentions: 13     Fields:    
    9. Automated Detection of High Frequency Oscillations in Human Scalp Electroencephalogram. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul; 2018:3116-3119. Charupanit K, Nunez MD, Bernardo D, Bebin M, Krueger DA, Northrup H, Sahin M, Wu JY, Lopour BA. PMID: 30441054.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    10. Visual and semi-automatic non-invasive detection of interictal fast ripples: A potential biomarker of epilepsy in children with tuberous sclerosis complex. Clin Neurophysiol. 2018 07; 129(7):1458-1466. Bernardo D, Nariai H, Hussain SA, Sankar R, Salamon N, Krueger DA, Sahin M, Northrup H, Bebin EM, Wu JY, UCLA Pediatric Epilepsy Group, TACERN Study Group. PMID: 29673547.
      View in: PubMed   Mentions: 20     Fields:    Translation:Humans
    11. Toxoplasmic encephalitis during mycophenolate mofetil immunotherapy of neuromuscular disease. Neurol Neuroimmunol Neuroinflamm. 2015 Feb; 2(1):e63. Bernardo DR, Chahin N. PMID: 25635260; PMCID: PMC4309524.
      View in: PubMed   Mentions: 9     Fields:    
    12. Unsupervised learning of electrocorticography motifs with binary descriptors of wavelet features and hierarchical clustering. Annu Int Conf IEEE Eng Med Biol Soc. 2014; 2014:2657-60. Pluta T, Bernardo R, Shin HW, Bernardo DR. PMID: 25570537.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    13. Downregulation of NR3A-containing NMDARs is required for synapse maturation and memory consolidation. Neuron. 2009 Aug 13; 63(3):342-56. Roberts AC, Díez-García J, Rodriguiz RM, López IP, Luján R, Martínez-Turrillas R, Picó E, Henson MA, Bernardo DR, Jarrett TM, Clendeninn DJ, López-Mascaraque L, Feng G, Lo DC, Wesseling JF, Wetsel WC, Philpot BD, Pérez-Otaño I. PMID: 19679074; PMCID: PMC3448958.
      View in: PubMed   Mentions: 76     Fields:    
    14. Ube3a is required for experience-dependent maturation of the neocortex. Nat Neurosci. 2009 Jun; 12(6):777-83. Yashiro K, Riday TT, Condon KH, Roberts AC, Bernardo DR, Prakash R, Weinberg RJ, Ehlers MD, Philpot BD. PMID: 19430469; PMCID: PMC2741303.
      View in: PubMed   Mentions: 162     Fields:    
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