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Publications

  1. Joint, multifaceted genomic analysis enables diagnosis of diverse, ultra-rare monogenic presentations. bioRxiv. 2024 Aug 13. View Abstract
  2. Medical Artificial Intelligence and Human Values. N Engl J Med. 2024 May 30; 390(20):1895-1904. View Abstract
  3. Polygenic risk scores for autoimmune related diseases are significantly different in cancer exceptional responders. NPJ Precis Oncol. 2024 May 25; 8(1):120. View Abstract
  4. Large-scale mutational analysis identifies UNC93B1 variants that drive TLR-mediated autoimmunity in mice and humans. J Exp Med. 2024 Aug 05; 221(8). View Abstract
  5. Loss of function of FAM177A1, a Golgi complex localized protein, causes a novel neurodevelopmental disorder. Genet Med. 2024 Sep; 26(9):101166. View Abstract
  6. Causal machine learning for predicting treatment outcomes. Nat Med. 2024 Apr; 30(4):958-968. View Abstract
  7. Leveraging Large Language Models to Analyze Continuous Glucose Monitoring Data: A Case Study. medRxiv. 2024 Apr 08. View Abstract
  8. Mobilizing data during a crisis: Building rapid evidence pipelines using multi-institutional real world data. Healthc (Amst). 2024 Jun; 12(2):100738. View Abstract
  9. Undiagnosed Disease Network collaborative approach in diagnosing rare disease in a patient with a mosaic CACNA1D variant. Am J Med Genet A. 2024 07; 194(7):e63597. View Abstract
  10. Recurrent ATP1A1 variant Gly903Arg causes developmental delay, intellectual disability, and autism. Ann Clin Transl Neurol. 2024 Apr; 11(4):1075-1079. View Abstract
  11. Disease progression strikingly differs in research and real-world Parkinson's populations. NPJ Parkinsons Dis. 2024 Mar 13; 10(1):58. View Abstract
  12. To do no harm - and the most good - with AI in health care. Nat Med. 2024 Mar; 30(3):623-627. View Abstract
  13. Exome and genome sequencing in a heterogeneous population of patients with rare disease: Identifying predictors of a diagnosis. Genet Med. 2024 06; 26(6):101115. View Abstract
  14. De novo variants in DENND5B cause a neurodevelopmental disorder. Am J Hum Genet. 2024 03 07; 111(3):529-543. View Abstract
  15. The frequency of pathogenic variation in the All of Us cohort reveals ancestry-driven disparities. Commun Biol. 2024 02 19; 7(1):174. View Abstract
  16. Disease progression strikingly differs in research and real-world Parkinson's populations. medRxiv. 2024 Feb 18. View Abstract
  17. EFEMP1 haploinsufficiency causes a Marfan-like hereditary connective tissue disorder. Am J Med Genet A. 2024 06; 194(6):e63556. View Abstract
  18. Recurring homozygous ACTN2 variant (p.Arg506Gly) causes a recessive myopathy. Ann Clin Transl Neurol. 2024 Mar; 11(3):629-640. View Abstract
  19. LUSTR: a new customizable tool for calling genome-wide germline and somatic short tandem repeat variants. BMC Genomics. 2024 Jan 26; 25(1):115. View Abstract
  20. A syndromic neurodevelopmental disorder caused by rare variants in PPFIA3. Am J Hum Genet. 2024 01 04; 111(1):96-118. View Abstract
  21. The digital-physical divide for pathology research. Lancet Digit Health. 2023 12; 5(12):e859-e861. View Abstract
  22. Predicting seizure recurrence after an initial seizure-like episode from routine clinical notes using large language models: a retrospective cohort study. Lancet Digit Health. 2023 12; 5(12):e882-e894. View Abstract
  23. Biallelic CRELD1 variants cause a multisystem syndrome, including neurodevelopmental phenotypes, cardiac dysrhythmias, and frequent infections. Genet Med. 2024 02; 26(2):101023. View Abstract
  24. Macrocephaly and developmental delay caused by missense variants in RAB5C. Hum Mol Genet. 2023 10 17; 32(21):3063-3077. View Abstract
  25. Simulation of undiagnosed patients with novel genetic conditions. Nat Commun. 2023 10 12; 14(1):6403. View Abstract
  26. De novo missense variants in ZBTB47 are associated with developmental delays, hypotonia, seizures, gait abnormalities, and variable movement abnormalities. Am J Med Genet A. 2024 01; 194(1):17-30. View Abstract
  27. Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium. EClinicalMedicine. 2023 Oct; 64:102212. View Abstract
  28. Characterization of long COVID temporal sub-phenotypes by distributed representation learning from electronic health record data: a cohort study. EClinicalMedicine. 2023 Oct; 64:102210. View Abstract
  29. HNRNPC haploinsufficiency affects alternative splicing of intellectual disability-associated genes and causes a neurodevelopmental disorder. Am J Hum Genet. 2023 08 03; 110(8):1414-1435. View Abstract
  30. De novo missense variants in phosphatidylinositol kinase PIP5KI? underlie a neurodevelopmental syndrome associated with altered phosphoinositide signaling. Am J Hum Genet. 2023 08 03; 110(8):1377-1393. View Abstract
  31. Polygenic risk prediction: why and when out-of-sample prediction R2 can exceed SNP-based heritability. Am J Hum Genet. 2023 07 06; 110(7):1207-1215. View Abstract
  32. Unsupervised Anomaly Detection to Characterize Heterogeneity in Type 2 Diabetes. AMIA Jt Summits Transl Sci Proc. 2023; 2023:32-41. View Abstract
  33. Dominant negative variants in IKZF2 cause ICHAD syndrome, a new disorder characterised by immunodysregulation, craniofacial anomalies, hearing impairment, athelia and developmental delay. J Med Genet. 2023 11; 60(11):1092-1104. View Abstract
  34. Genomics Research with Undiagnosed Children: Ethical Challenges at the Boundaries of Research and Clinical Care. J Pediatr. 2023 10; 261:113537. View Abstract
  35. Dominant-negative variant in SLC1A4 causes an autosomal dominant epilepsy syndrome. Ann Clin Transl Neurol. 2023 06; 10(6):1046-1053. View Abstract
  36. Biallelic variants in ribonuclease inhibitor (RNH1), an inflammasome modulator, are associated with a distinctive subtype of acute, necrotizing encephalopathy. Genet Med. 2023 09; 25(9):100897. View Abstract
  37. Trends in Medical Management of Moderately to Severely Active Ulcerative Colitis: A Nationwide Retrospective Analysis. Inflamm Bowel Dis. 2023 05 02; 29(5):695-704. View Abstract
  38. Potential pitfalls in the use of real-world data for studying long COVID. Nat Med. 2023 05; 29(5):1040-1043. View Abstract
  39. SPTSSA variants alter sphingolipid synthesis and cause a complex hereditary spastic paraplegia. Brain. 2023 04 19; 146(4):1420-1435. View Abstract
  40. Bi-allelic variants in INTS11 are associated with a complex neurological disorder. Am J Hum Genet. 2023 05 04; 110(5):774-789. View Abstract
  41. Participation in a national diagnostic research study: assessing the patient experience. Orphanet J Rare Dis. 2023 04 10; 18(1):73. View Abstract
  42. Unraveling non-participation in genomic research: A complex interplay of barriers, facilitators, and sociocultural factors. J Genet Couns. 2023 10; 32(5):993-1008. View Abstract
  43. De novo variants in MRTFB have gain-of-function activity in Drosophila and are associated with a novel neurodevelopmental phenotype with dysmorphic features. Genet Med. 2023 06; 25(6):100833. View Abstract
  44. Artificial Intelligence in Medicine. N Engl J Med. 2023 Mar 30; 388(13):1220-1221. View Abstract
  45. H4C5 missense variant leads to a neurodevelopmental phenotype overlapping with Angelman syndrome. Am J Med Genet A. 2023 07; 191(7):1911-1916. View Abstract
  46. An efficient landmark model for prediction of suicide attempts in multiple clinical settings. Psychiatry Res. 2023 05; 323:115175. View Abstract
  47. Bi-allelic ATG4D variants are associated with a neurodevelopmental disorder characterized by speech and motor impairment. NPJ Genom Med. 2023 Feb 10; 8(1):4. View Abstract
  48. Continuing a search for a diagnosis: the impact of adolescence and family dynamics. Orphanet J Rare Dis. 2023 01 09; 18(1):6. View Abstract
  49. Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium. PLoS One. 2023; 18(1):e0266985. View Abstract
  50. A concurrent dual analysis of genomic data augments diagnoses: Experiences of 2 clinical sites in the Undiagnosed Diseases Network. Genet Med. 2023 04; 25(4):100353. View Abstract
  51. Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic. JAMA Netw Open. 2022 12 01; 5(12):e2246548. View Abstract
  52. National Projections for Clinical Implications of Race-Free Creatinine-Based GFR Estimating Equations. J Am Soc Nephrol. 2023 02 01; 34(2):309-321. View Abstract
  53. Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study. EClinicalMedicine. 2023 Jan; 55:101724. View Abstract
  54. Endocannabinoid dysfunction in neurological disease: neuro-ocular DAGLA-related syndrome. Brain. 2022 10 21; 145(10):3383-3390. View Abstract
  55. Analytics to monitor local impact of the Protecting Access to Medicare Act's imaging clinical decision support requirements. J Am Med Inform Assoc. 2022 10 07; 29(11):1870-1878. View Abstract
  56. Association of Race and Socioeconomic Disadvantage With Missed Telemedicine Visits for Pediatric Patients During the COVID-19 Pandemic. JAMA Pediatr. 2022 09 01; 176(9):933-935. View Abstract
  57. The microRNA processor DROSHA is a candidate gene for a severe progressive neurological disorder. Hum Mol Genet. 2022 08 25; 31(17):2934-2950. View Abstract
  58. SurvMaximin: Robust federated approach to transporting survival risk prediction models. J Biomed Inform. 2022 10; 134:104176. View Abstract
  59. Understanding Covid Vaccine Efficacy over Time - Bridging a Gap Between Public Health and Health Care. N Engl J Med. 2022 08 11; 387(6):483-485. View Abstract
  60. Severity of Epilepsy and Response to Antiseizure Medications in Individuals With Multiple Sclerosis: Analysis of a Real-World Dataset. Neurol Clin Pract. 2022 Aug; 12(4):e49-e57. View Abstract
  61. Gain-of-function mutations in ALPK1 cause an NF-?B-mediated autoinflammatory disease: functional assessment, clinical phenotyping and disease course of patients with ROSAH syndrome. Ann Rheum Dis. 2022 10; 81(10):1453-1464. View Abstract
  62. A convolutional neural network highlights mutations relevant to antimicrobial resistance in Mycobacterium tuberculosis. Nat Commun. 2022 07 02; 13(1):3817. View Abstract
  63. Association of Postsurgical Opioid Refills for Patients With Risk of Opioid Misuse and Chronic Opioid Use Among Family Members. JAMA Netw Open. 2022 07 01; 5(7):e2221316. View Abstract
  64. International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. NPJ Digit Med. 2022 Jun 29; 5(1):81. View Abstract
  65. Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2. BMJ Open. 2022 06 23; 12(6):e057725. View Abstract
  66. International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. NPJ Digit Med. 2022 Jun 13; 5(1):74. View Abstract
  67. Building an i2b2-Based Population Repository for COVID-19 Research. Stud Health Technol Inform. 2022 May 25; 294:287-291. View Abstract
  68. Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study. J Med Internet Res. 2022 05 18; 24(5):e37931. View Abstract
  69. A novel DPH5-related diphthamide-deficiency syndrome causing embryonic lethality or profound neurodevelopmental disorder. Genet Med. 2022 07; 24(7):1567-1582. View Abstract
  70. Large-scale real-world data analysis identifies comorbidity patterns in schizophrenia. Transl Psychiatry. 2022 04 11; 12(1):154. View Abstract
  71. Identifying the Common Genetic Basis of Antidepressant Response. Biol Psychiatry Glob Open Sci. 2022 Apr; 2(2):115-126. View Abstract
  72. Genome sequencing reveals novel noncoding variants in PLA2G6 and LMNB1 causing progressive neurologic disease. Mol Genet Genomic Med. 2022 04; 10(4):e1892. View Abstract
  73. How NFTs could transform health information exchange. Science. 2022 02 04; 375(6580):500-502. View Abstract
  74. Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder. J Am Med Inform Assoc. 2022 01 12; 29(2):230-238. View Abstract
  75. Correction to: An autosomal dominant neurological disorder caused by de novo variants in FAR1 resulting in uncontrolled synthesis of ether lipids. Genet Med. 2021 Dec; 23(12):2467. View Abstract
  76. Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study. J Med Internet Res. 2021 Nov 30; 23(11):e34625. View Abstract
  77. Integrative multiomics-histopathology analysis for breast cancer classification. NPJ Breast Cancer. 2021 Nov 29; 7(1):147. View Abstract
  78. ATLAS: an automated association test using probabilistically linked health records with application to genetic studies. J Am Med Inform Assoc. 2021 11 25; 28(12):2582-2592. View Abstract
  79. Longitudinal imaging history in early identification of intimate partner violence. Eur Radiol. 2022 Apr; 32(4):2824-2836. View Abstract
  80. The Genetic Architecture of Depression in Individuals of East Asian Ancestry: A Genome-Wide Association Study. JAMA Psychiatry. 2021 11 01; 78(11):1258-1269. View Abstract
  81. Effectiveness of a third dose of the BNT162b2 mRNA COVID-19 vaccine for preventing severe outcomes in Israel: an observational study. Lancet. 2021 12 04; 398(10316):2093-2100. View Abstract
  82. Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19. Sci Rep. 2021 10 12; 11(1):20238. View Abstract
  83. International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study. J Med Internet Res. 2021 10 11; 23(10):e31400. View Abstract
  84. Correction: Phenotypic expansion of CACNA1C-associated disorders to include isolated neurological manifestations. Genet Med. 2021 Oct; 23(10):2016. View Abstract
  85. Evolving phenotypes of non-hospitalized patients that indicate long COVID. BMC Med. 2021 09 27; 19(1):249. View Abstract
  86. Patient-led data sharing for clinical bioinformatics research: USCDI and beyond. J Am Med Inform Assoc. 2021 09 18; 28(10):2298-2300. View Abstract
  87. Real-world data analyses unveiled the immune-related adverse effects of immune checkpoint inhibitors across cancer types. NPJ Precis Oncol. 2021 Sep 10; 5(1):82. View Abstract
  88. Dissecting the Shared Genetic Architecture of Suicide Attempt, Psychiatric Disorders, and Known Risk Factors. Biol Psychiatry. 2022 02 01; 91(3):313-327. View Abstract
  89. Fecal microbiota transplantation and Clostridioides difficile infection among privately insured patients in the United States. J Gastroenterol. 2022 01; 57(1):10-18. View Abstract
  90. Effectiveness of the BNT162b2 mRNA COVID-19 vaccine in pregnancy. Nat Med. 2021 10; 27(10):1693-1695. View Abstract
  91. Medication Use in the Management of Comorbidities Among Individuals With Autism Spectrum Disorder From a Large Nationwide Insurance Database. JAMA Pediatr. 2021 09 01; 175(9):957-965. View Abstract
  92. Correction: Genome-wide gene-environment analyses of major depressive disorder and reported lifetime traumatic experiences in UK Biobank. Mol Psychiatry. 2021 Sep; 26(9):5465. View Abstract
  93. Safety of the BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Setting. N Engl J Med. 2021 09 16; 385(12):1078-1090. View Abstract
  94. Genetic counselor roles in the undiagnosed diseases network research study: Clinical care, collaboration, and curation. J Genet Couns. 2022 04; 31(2):326-337. View Abstract
  95. Finding commonalities in rare diseases through the undiagnosed diseases network. J Am Med Inform Assoc. 2021 07 30; 28(8):1694-1702. View Abstract
  96. Finding a new balance between a genetics-first or phenotype-first approach to the study of disease. Neuron. 2021 07 21; 109(14):2216-2219. View Abstract
  97. COVID-19 infections following physical school reopening. Arch Dis Child. 2021 07 19; 106(8):e34. View Abstract
  98. The Clinician and Dataset Shift in Artificial Intelligence. N Engl J Med. 2021 07 15; 385(3):283-286. View Abstract
  99. Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J Am Med Inform Assoc. 2021 07 14; 28(7):1411-1420. View Abstract
  100. One is the loneliest number: genotypic matchmaking using the electronic health record. Genet Med. 2021 10; 23(10):1830-1832. View Abstract
  101. Phenotypic expansion of CACNA1C-associated disorders to include isolated neurological manifestations. Genet Med. 2021 10; 23(10):1922-1932. View Abstract
  102. Illustrating potential effects of alternate control populations on real-world evidence-based statistical analyses. JAMIA Open. 2021 Apr; 4(2):ooab045. View Abstract
  103. A description of novel variants and review of phenotypic spectrum in UBA5-related early epileptic encephalopathy. Cold Spring Harb Mol Case Stud. 2021 06; 7(3). View Abstract
  104. Clinical application of a scale to assess genomic healthcare empowerment (GEmS): Process and illustrative case examples. J Genet Couns. 2022 02; 31(1):59-70. View Abstract
  105. Heterozygous loss-of-function variants significantly expand the phenotypes associated with loss of GDF11. Genet Med. 2021 10; 23(10):1889-1900. View Abstract
  106. International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. JAMA Netw Open. 2021 06 01; 4(6):e2112596. View Abstract
  107. Accelerating diagnosis of Parkinson's disease through risk prediction. BMC Neurol. 2021 May 18; 21(1):201. View Abstract
  108. Progressive cerebellar atrophy in a patient with complex II and III deficiency and a novel deleterious variant in SDHA: A Counseling Conundrum. Mol Genet Genomic Med. 2021 06; 9(6):e1692. View Abstract
  109. Model organisms contribute to diagnosis and discovery in the undiagnosed diseases network: current state and a future vision. Orphanet J Rare Dis. 2021 05 07; 16(1):206. View Abstract
  110. Detection of a mosaic CDKL5 deletion and inversion by optical genome mapping ends an exhaustive diagnostic odyssey. Mol Genet Genomic Med. 2021 07; 9(7):e1665. View Abstract
  111. A Comparison of Ten Polygenic Score Methods for Psychiatric Disorders Applied Across Multiple Cohorts. Biol Psychiatry. 2021 11 01; 90(9):611-620. View Abstract
  112. A resource of lipidomics and metabolomics data from individuals with undiagnosed diseases. Sci Data. 2021 04 21; 8(1):114. View Abstract
  113. A fast divide-and-conquer sparse Cox regression. Biostatistics. 2021 04 10; 22(2):381-401. View Abstract
  114. Variants in PRKAR1B cause a neurodevelopmental disorder with autism spectrum disorder, apraxia, and insensitivity to pain. Genet Med. 2021 08; 23(8):1465-1473. View Abstract
  115. Healthcare spending and utilization for pediatric Irritable Bowel Syndrome in a commercially insured population. Neurogastroenterol Motil. 2021 11; 33(11):e14147. View Abstract
  116. Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians? NPJ Digit Med. 2021 Mar 30; 4(1):62. View Abstract
  117. Measuring health-care delays among privately insured patients with tuberculosis in the USA: an observational cohort study. Lancet Infect Dis. 2021 08; 21(8):1175-1183. View Abstract
  118. Sex-Dependent Shared and Nonshared Genetic Architecture Across Mood and Psychotic Disorders. Biol Psychiatry. 2022 01 01; 91(1):102-117. View Abstract
  119. Development of a Histopathology Informatics Pipeline for Classification and Prediction of Clinical Outcomes in Subtypes of Renal Cell Carcinoma. Clin Cancer Res. 2021 05 15; 27(10):2868-2878. View Abstract
  120. What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask. J Med Internet Res. 2021 03 02; 23(3):e22219. View Abstract
  121. Temporal bias in case-control design: preventing reliable predictions of the future. Nat Commun. 2021 02 17; 12(1):1107. View Abstract
  122. Use of electronic health records to support a public health response to the COVID-19 pandemic in the United States: a perspective from 15 academic medical centers. J Am Med Inform Assoc. 2021 02 15; 28(2):393-401. View Abstract
  123. Commonalities across computational workflows for uncovering explanatory variants in undiagnosed cases. Genet Med. 2021 06; 23(6):1075-1085. View Abstract
  124. International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study. medRxiv. 2021 Feb 05. View Abstract
  125. Machine Learning of Patient Characteristics to Predict Admission Outcomes in the Undiagnosed Diseases Network. JAMA Netw Open. 2021 02 01; 4(2):e2036220. View Abstract
  126. Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19. medRxiv. 2021 Jan 29. View Abstract
  127. Clinical Implications of Removing Race From Estimates of Kidney Function. JAMA. 2021 Jan 12; 325(2):184-186. View Abstract
  128. Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles. Pac Symp Biocomput. 2021; 26:273-284. View Abstract
  129. Deep Learning Benchmarks on L1000 Gene Expression Data. IEEE/ACM Trans Comput Biol Bioinform. 2020 Nov-Dec; 17(6):1846-1857. View Abstract
  130. An autosomal dominant neurological disorder caused by de novo variants in FAR1 resulting in uncontrolled synthesis of ether lipids. Genet Med. 2021 04; 23(4):740-750. View Abstract
  131. DYRK1A pathogenic variants in two patients with syndromic intellectual disability and a review of the literature. Mol Genet Genomic Med. 2020 12; 8(12):e1544. View Abstract
  132. Prolonged Auditory Brainstem Response in Universal Hearing Screening of Newborns with Autism Spectrum Disorder. Autism Res. 2021 01; 14(1):46-52. View Abstract
  133. Family genetic result communication in rare and undiagnosed disease communities: Understanding the practice. J Genet Couns. 2021 04; 30(2):439-447. View Abstract
  134. Clinical sites of the Undiagnosed Diseases Network: unique contributions to genomic medicine and science. Genet Med. 2021 02; 23(2):259-271. View Abstract
  135. Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist. Nat Med. 2020 09; 26(9):1320-1324. View Abstract
  136. Scalability and cost-effectiveness analysis of whole genome-wide association studies on Google Cloud Platform and Amazon Web Services. J Am Med Inform Assoc. 2020 09 01; 27(9):1425-1430. View Abstract
  137. International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. NPJ Digit Med. 2020; 3:109. View Abstract
  138. Deciphering serous ovarian carcinoma histopathology and platinum response by convolutional neural networks. BMC Med. 2020 08 18; 18(1):236. View Abstract
  139. A multidimensional precision medicine approach identifies an autism subtype characterized by dyslipidemia. Nat Med. 2020 09; 26(9):1375-1379. View Abstract
  140. Reproducible Machine Learning Methods for Lung Cancer Detection Using Computed Tomography Images: Algorithm Development and Validation. J Med Internet Res. 2020 08 05; 22(8):e16709. View Abstract
  141. EHRtemporalVariability: delineating temporal data-set shifts in electronic health records. Gigascience. 2020 08 01; 9(8). View Abstract
  142. Biallelic MADD variants cause a phenotypic spectrum ranging from developmental delay to a multisystem disorder. Brain. 2020 08 01; 143(8):2437-2453. View Abstract
  143. An interactive online dashboard for tracking COVID-19 in U.S. counties, cities, and states in real time. J Am Med Inform Assoc. 2020 07 01; 27(7):1121-1125. View Abstract
  144. Meta-analysis of Caenorhabditis elegans single-cell developmental data reveals multi-frequency oscillation in gene activation. Bioinformatics. 2020 07 01; 36(13):4047-4057. View Abstract
  145. A phenome-wide association and Mendelian Randomisation study of polygenic risk for depression in UK Biobank. Nat Commun. 2020 05 08; 11(1):2301. View Abstract
  146. Classifying non-small cell lung cancer types and transcriptomic subtypes using convolutional neural networks. J Am Med Inform Assoc. 2020 05 01; 27(5):757-769. View Abstract
  147. AI for the Eye - Automated Assistance for Clinicians Screening for Papilledema. N Engl J Med. 2020 04 30; 382(18):1760-1761. View Abstract
  148. De novo EIF2AK1 and EIF2AK2 Variants Are Associated with Developmental Delay, Leukoencephalopathy, and Neurologic Decompensation. Am J Hum Genet. 2020 04 02; 106(4):570-583. View Abstract
  149. Association of polygenic score for major depression with response to lithium in patients with bipolar disorder. Mol Psychiatry. 2021 06; 26(6):2457-2470. View Abstract
  150. Data Citizenship under the 21st Century Cures Act. N Engl J Med. 2020 May 07; 382(19):1781-1783. View Abstract
  151. Estimates of healthcare spending for preterm and low-birthweight infants in a commercially insured population: 2008-2016. J Perinatol. 2020 07; 40(7):1091-1099. View Abstract
  152. Genome-wide gene-environment analyses of major depressive disorder and reported lifetime traumatic experiences in UK Biobank. Mol Psychiatry. 2020 07; 25(7):1430-1446. View Abstract
  153. The phenotypical implications of immune dysregulation in fragile X syndrome. Eur J Neurol. 2020 03; 27(3):590-593. View Abstract
  154. Big Data in the Assessment of Pediatric Medication Safety. Pediatrics. 2020 02; 145(2). View Abstract
  155. Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. Pac Symp Biocomput. 2020; 25:295-306. View Abstract
  156. Making the 'invisible' visible: transforming the detection of intimate partner violence. BMJ Qual Saf. 2020 03; 29(3):241-244. View Abstract
  157. High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP). Nat Protoc. 2019 12; 14(12):3426-3444. View Abstract
  158. Examining the Use of Real-World Evidence in the Regulatory Process. Clin Pharmacol Ther. 2020 04; 107(4):843-852. View Abstract
  159. Bipolar multiplex families have an increased burden of common risk variants for psychiatric disorders. Mol Psychiatry. 2021 04; 26(4):1286-1298. View Abstract
  160. The Genetics of the Mood Disorder Spectrum: Genome-wide Association Analyses of More Than 185,000 Cases and 439,000 Controls. Biol Psychiatry. 2020 07 15; 88(2):169-184. View Abstract
  161. High-throughput multimodal automated phenotyping (MAP) with application to PheWAS. J Am Med Inform Assoc. 2019 11 01; 26(11):1255-1262. View Abstract
  162. Aberrant mitochondrial function in patient-derived neural cells from CDKL5 deficiency disorder and Rett syndrome. Hum Mol Genet. 2019 11 01; 28(21):3625-3636. View Abstract
  163. Automated grouping of medical codes via multiview banded spectral clustering. J Biomed Inform. 2019 12; 100:103322. View Abstract
  164. Concordance between gene expression in peripheral whole blood and colonic tissue in children with inflammatory bowel disease. PLoS One. 2019; 14(10):e0222952. View Abstract
  165. VarSight: prioritizing clinically reported variants with binary classification algorithms. BMC Bioinformatics. 2019 Oct 15; 20(1):496. View Abstract
  166. Autoimmune Effects of Lung Cancer Immunotherapy Revealed by Data-Driven Analysis on a Nationwide Cohort. Clin Pharmacol Ther. 2020 02; 107(2):388-396. View Abstract
  167. Donald A. B. Lindberg (1933-2019). Science. 2019 Oct 04; 366(6461):37. View Abstract
  168. De Novo Pathogenic Variants in N-cadherin Cause a Syndromic Neurodevelopmental Disorder with Corpus Collosum, Axon, Cardiac, Ocular, and Genital Defects. Am J Hum Genet. 2019 10 03; 105(4):854-868. View Abstract
  169. De Novo Variants in WDR37 Are Associated with Epilepsy, Colobomas, Dysmorphism, Developmental Delay, Intellectual Disability, and Cerebellar Hypoplasia. Am J Hum Genet. 2019 Sep 05; 105(3):672-674. View Abstract
  170. Genomics in medicine: a novel elective rotation for internal medicine residents. Postgrad Med J. 2019 Oct; 95(1128):569-572. View Abstract
  171. Use of Narrative Concepts in Electronic Health Records to Validate Associations Between Genetic Factors and Response to Treatment of Inflammatory Bowel Diseases. Clin Gastroenterol Hepatol. 2020 07; 18(8):1890-1892. View Abstract
  172. Classical Human Leukocyte Antigen Alleles and C4 Haplotypes Are Not Significantly Associated With Depression. Biol Psychiatry. 2020 03 01; 87(5):419-430. View Abstract
  173. De Novo Variants in WDR37 Are Associated with Epilepsy, Colobomas, Dysmorphism, Developmental Delay, Intellectual Disability, and Cerebellar Hypoplasia. Am J Hum Genet. 2019 08 01; 105(2):413-424. View Abstract
  174. Partial Loss of USP9X Function Leads to a Male Neurodevelopmental and Behavioral Disorder Converging on Transforming Growth Factor ß Signaling. Biol Psychiatry. 2020 01 15; 87(2):100-112. View Abstract
  175. Machine Learning in Medicine. Reply. N Engl J Med. 2019 06 27; 380(26):2589-2590. View Abstract
  176. Magnetic Resonance Imaging characteristics in case of TOR1AIP1 muscular dystrophy. Clin Imaging. 2019 Nov - Dec; 58:108-113. View Abstract
  177. Suicide Rates Among Adolescents and Young Adults in the United States, 2000-2017. JAMA. 2019 06 18; 321(23):2362-2364. View Abstract
  178. Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns. Nat Commun. 2019 06 11; 10(1):2548. View Abstract
  179. Identification of rare-disease genes using blood transcriptome sequencing and large control cohorts. Nat Med. 2019 06; 25(6):911-919. View Abstract
  180. Lysosomal Storage and Albinism Due to Effects of a De Novo CLCN7 Variant on Lysosomal Acidification. Am J Hum Genet. 2019 06 06; 104(6):1127-1138. View Abstract
  181. Batch correction evaluation framework using a-priori gene-gene associations: applied to the GTEx dataset. BMC Bioinformatics. 2019 May 28; 20(1):268. View Abstract
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