Maryam Panahiazar, PhD

Title(s)Full Specialist, Surgery
SchoolSchool of Medicine
Address550 16th. Street
San Francisco CA 94158
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    1. Data Analytics of Electronic Health Records to Enhance Care of Coronary Artery Disease in Younger Women with Avoiding Possible Delay in Treatment. Stud Health Technol Inform. 2022 Jun 06; 290:1080-1081. Panahiazar M, Bishara AM, Chern Y, Alizadehsani R, Latif OS, Hadley D, Beygui RE. PMID: 35673215.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Data Analytics of Electronic Medical Record to Study Racial Diversities in Cardiovascular Diagnosis and Treatment. Stud Health Technol Inform. 2022 May 25; 294:550-554. Panahiazar M, Chern Y, Riojas R, Latif OS, Hadley D, Beygui RE. PMID: 35612140.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    3. An Ontology for Cardiothoracic Surgical Education and Clinical Data Analytics. Stud Health Technol Inform. 2022 May 25; 294:407-408. Panahiazar M, Chern Y, Riojas R, Latif OS, Lokala U, Hadley D, Sheth A, Beygui RE. PMID: 35612107.
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    4. Empowering study of breast cancer data with application of artificial intelligence technology: promises, challenges, and use cases. Clin Exp Metastasis. 2022 02; 39(1):249-254. Panahiazar M, Chen N, Lituiev D, Hadley D. PMID: 34697751; PMCID: PMC8967766.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    5. Meta-Analysis illustrates possible role of lipopolysaccharide (LPS)-induced tissue injury in nasopharyngeal carcinoma (NPC) pathogenesis. PLoS One. 2021; 16(10):e0258187. Allen DZ, Aljabban J, Silverman D, McDermott S, Wanner RA, Rohr M, Hadley D, Panahiazar M. PMID: 34648530; PMCID: PMC8516236.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansCells
    6. S758 Probing Predilection to Crohn's Disease and Crohn's Disease Flares: A Crowd-Sourced Bioinformatics Approach. The American Journal of Gastroenterology. 2021 Oct 1; 116:s350-s350. Aljabban AJ, Rohr RM, Cohen CE, Hashi HN, Borkowski BV, Aljabban AH, Boateng BE, Syed SS, Mukhtar MA, Khan KH, Nemer NM, Hadley HD, Panahiazar PM. .
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    7. Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review. Comput Biol Med. 2021 09; 136:104697. Shoeibi A, Khodatars M, Jafari M, Moridian P, Rezaei M, Alizadehsani R, Khozeimeh F, Gorriz JM, Heras J, Panahiazar M, Nahavandi S, Acharya UR. PMID: 34358994.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    8. Epileptic Seizures Detection Using Deep Learning Techniques: A Review. Int J Environ Res Public Health. 2021 05 27; 18(11). Shoeibi A, Khodatars M, Ghassemi N, Jafari M, Moridian P, Alizadehsani R, Panahiazar M, Khozeimeh F, Zare A, Hosseini-Nejad H, Khosravi A, Atiya AF, Aminshahidi D, Hussain S, Rouhani M, Nahavandi S, Acharya UR. PMID: 34072232; PMCID: PMC8199071.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    9. Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images. Biomed Signal Process Control. 2021 Jul; 68:102622. Sharifrazi D, Alizadehsani R, Roshanzamir M, Joloudari JH, Shoeibi A, Jafari M, Hussain S, Sani ZA, Hasanzadeh F, Khozeimeh F, Khosravi A, Nahavandi S, Panahiazar M, Zare A, Islam SMS, Acharya UR. PMID: 33846685; PMCID: PMC8026268.
      View in: PubMed   Mentions: 19  
    10. Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020). Ann Oper Res. 2021 Mar 21; 1-42. Alizadehsani R, Roshanzamir M, Hussain S, Khosravi A, Koohestani A, Zangooei MH, Abdar M, Beykikhoshk A, Shoeibi A, Zare A, Panahiazar M, Nahavandi S, Srinivasan D, Atiya AF, Acharya UR. PMID: 33776178; PMCID: PMC7982279.
      View in: PubMed   Mentions: 8  
    11. Dissecting novel mechanisms of hepatitis B virus-related hepatocellular carcinoma using meta-analysis of public data. Journal of Clinical Oncology. 2021 Jan 20; 39(3_suppl):333-333. Aljabban AJ, Rohr RM, Syed SS, Cohen CE, Hashi HN, Syed SS, Khorfan KK, Boateng BE, Nemer NM, Panahiazar PM, Hadley HD, Jalil JS, Mumtaz MK, Aljabban AH. .
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    12. A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals. Expert Systems with Applications. 2021 Jan 1; 163:113788. Shoeibi SA, Ghassemi GN, Alizadehsani AR, Rouhani RM, Hosseini-Nejad HH, Khosravi KA, Panahiazar PM, Nahavandi NS. .
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    13. Chapter 17 How big data analytics is changing the face of precision medicine in women’s health. . 2021 Jan 1; 339-350. Panahiazar PM, Karimzadehgan KM, Alizadehsani AR, Hadley HD, Beygui BR. .
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    14. Risk factors prediction, clinical outcomes, and mortality in COVID-19 patients. J Med Virol. 2021 04; 93(4):2307-2320. Alizadehsani R, Alizadeh Sani Z, Behjati M, Roshanzamir Z, Hussain S, Abedini N, Hasanzadeh F, Khosravi A, Shoeibi A, Roshanzamir M, Moradnejad P, Nahavandi S, Khozeimeh F, Zare A, Panahiazar M, Acharya UR, Islam SMS. PMID: 33247599; PMCID: PMC7753243.
      View in: PubMed   Mentions: 33     Fields:    Translation:HumansCells
    15. Metaanalysis Reveals Genetic Correlates of Osteoporosis Pathogenesis. J Rheumatol. 2021 06; 48(6):940-945. Hasan LK, Aljabban J, Rohr M, Mukhtar M, Adapa N, Salim R, Aljabban N, Syed S, Syed S, Panahiazar M, Hadley D, Jarjour W. PMID: 33262303.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    16. Identifying Potential Drug Targets for Sickle Cell Disease through Gene Expression and Pathway Analysis of GEO Data. Blood. 2020 Nov 5; 136(Supplement 1):15-16. Syed SS, Aljabban AJ, Trujillo TJ, Syed SS, Cameron CR, Panahiazar PM, Hadley HD. .
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    17. Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020. Comput Biol Med. 2021 01; 128:104095. Alizadehsani R, Khosravi A, Roshanzamir M, Abdar M, Sarrafzadegan N, Shafie D, Khozeimeh F, Shoeibi A, Nahavandi S, Panahiazar M, Bishara A, Beygui RE, Puri R, Kapadia S, Tan RS, Acharya UR. PMID: 33217660.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    18. Investigating genetic drivers of dermatomyositis pathogenesis using meta-analysis. Heliyon. 2020 Sep; 6(9):e04866. Aljabban J, Syed S, Syed S, Rohr M, Weisleder N, McElhanon KE, Hasan L, Safeer L, Hoffman K, Aljabban N, Mukhtar M, Adapa N, Allarakhia Z, Panahiazar M, Neuhaus I, Kim S, Hadley D, Jarjour W. PMID: 33015383; PMCID: PMC7522761.
      View in: PubMed   Mentions: 4  
    19. Mo1125 GENETIC ANALYSIS OF ULCERATIVE COLITIS RESPONSE TO INFLIXIMAB. Gastroenterology. 2020 May 1; 158(6):s-796-s-797. Aljabban AJ, Khorfan KK, Gurakar GM, Khan KH, Aljabban AN, Gayar GA, Panahiazar PM, Hadley HD. .
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    20. Meta-analysis Demonstrates Altered Antigen Presentation and Maladaptive Immune Response in Chronic Urticaria. Journal of Allergy and Clinical Immunology. 2020 Feb 1; 145(2):ab202. Aljabban AJ, Mukhtar MM, Syed SS, Syed SS, Aljabban AN, Hoffman HK, Mohammed MM, Allarakhia AZ, Sura SH, Panahiazar PM, Hadley HD. .
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    21. A database for using machine learning and data mining techniques for coronary artery disease diagnosis. Sci Data. 2019 10 23; 6(1):227. Alizadehsani R, Roshanzamir M, Abdar M, Beykikhoshk A, Khosravi A, Panahiazar M, Koohestani A, Khozeimeh F, Nahavandi S, Sarrafzadegan N. PMID: 31645559; PMCID: PMC6811630.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    22. From cirrhosis to hepatocellular carcinoma: An investigation into hepatitis C viral oncogenesis using meta-analysis. The Turkish Journal of Gastroenterology. 2019 May 20; 30(Supp1):26-28. Ohio State University College of Medicine OC, Aljabban AJ, Khorfan KK, Department of Internal Medicine DH, Gurakar GM, Virginia Commonwealth University School of Medicine VR, Aljabban AN, Penn State College of Medicine PH, Salhi SH, Panahiazar PM, University of California San Francisco US, Hadley HD, Saberi SB, Department of Medicine and Liver Diseases DM. .
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    23. Automatic Labeling of Special Diagnostic Mammography Views from Images and DICOM Headers. J Digit Imaging. 2019 04; 32(2):228-233. Lituiev DS, Trivedi H, Panahiazar M, Norgeot B, Seo Y, Franc B, Harnish R, Kawczynski M, Hadley D. PMID: 30465142; PMCID: PMC6456464.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    24. Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning. J Digit Imaging. 2019 02; 32(1):30-37. Trivedi HM, Panahiazar M, Liang A, Lituiev D, Chang P, Sohn JH, Chen YY, Franc BL, Joe B, Hadley D. PMID: 30128778; PMCID: PMC6382632.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    25. Meta-analysis Illustrates the Genetic Signature Underlying Allergic Rhinitis Pathophysiology and Potential Therapeutic Targets. Journal of Allergy and Clinical Immunology. 2019 Feb 1; 143(2):ab185. Aljabban AJ, McDermott MS, Wanner WR, Salhi SH, Aljabban AN, Mukhtar MM, Mohammed MZ, Aljabban AH, Panahiazar PM, Hadley HD. .
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    26. Elucidating the pathogenesis of esophageal adenocarcinoma through meta-analysis of public data. Journal of Clinical Oncology. 2019 Feb 1; 37(4_suppl):71-71. Khorfan KK, Aljabban AJ, Syed SS, Salhi SH, Adejare AA, Suara SH, Allarakhia AZ, Panahiazar PM, Hadley HD. .
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    27. Meta-Analysis Illustrates Role of Interferon-? Signaling in Multiple Myeloma Pathogenesis. Blood. 2018 Nov 29; 132(Supplement 1):4510-4510. Aljabban AJ, Aljabban AN, Mukhtar MM, Syed SS, Wanner WR, Cottini CF, Hughes HT, Saleh SK, Catton CE, Gonzalez GT, Panahiazar PM, Hadley HD, Benson BD. .
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    28. Large Scale Advanced Data Analytics on Skin Conditions from Genotype to Phenotype. Informatics. 2018 Oct 23; 5(4):39. Panahiazar PM, Fadavi FD, Aljabban AJ, Safeer SL, Aljabban AI, Hadley HD. .
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    29. Meta-analysis to identify emerging biomarkers of pancreatic adenocarcinoma pathogenesis. Journal of Clinical Oncology. 2018 May 20; 36(15_suppl):e16239-e16239. Khorfan KK, Aljabban AJ, Safeer SL, Aljabban AH, Panahiazar PM, Noonan NA, Hadley HD. .
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    30. Meta-analysis reveals multiple drivers of colorectal cancer pathogenesis. Journal of Clinical Oncology. 2018 May 20; 36(15_suppl):e15601-e15601. Khorfan KK, Aljabban AJ, Safeer SL, Aljabban AH, Panahiazar PM, Noonan NA, Hadley HD. .
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    31. Su1494 - Meta-Analysis Reveals Multiple Disease Processes Underlying Non-Alcoholic Fatty Liver Disease. Gastroenterology. 2018 May 1; 154(6):s-1158. Khorfan KK, Aljabban AJ, Aljabban AI, Safeer SL, Panahiazar PM, Hadley HD. .
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    32. Fast and Accurate Metadata Authoring Using Ontology-Based Recommendations. AMIA Annu Symp Proc. 2017; 2017:1272-1281. Martínez-Romero M, O'Connor MJ, Shankar RD, Panahiazar M, Willrett D, Egyedi AL, Gevaert O, Graybeal J, Musen MA. PMID: 29854196; PMCID: PMC5977712.
      View in: PubMed   Mentions: 4     Fields:    
    33. Precision annotation of digital samples in NCBI's gene expression omnibus. Sci Data. 2017 09 19; 4:170125. Hadley D, Pan J, El-Sayed O, Aljabban J, Aljabban I, Azad TD, Hadied MO, Raza S, Rayikanti BA, Chen B, Paik H, Aran D, Spatz J, Himmelstein D, Panahiazar M, Bhattacharya S, Sirota M, Musen MA, Butte AJ. PMID: 28925997; PMCID: PMC5604135.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    34. Predicting biomedical metadata in CEDAR: A study of Gene Expression Omnibus (GEO). J Biomed Inform. 2017 08; 72:132-139. Panahiazar M, Dumontier M, Gevaert O. PMID: 28625880; PMCID: PMC5643580.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    35. Erratum: Predicting structured metadata from unstructured metadata. Database (Oxford). 2016; 2016:baw097. Posch L, Panahiazar M, Dumontier M, Gevaert O. PMID: 31265696; PMCID: PMC4906264.
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    36. Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function. J Biomed Inform. 2016 Apr; 60:260-9. Taslimitehrani V, Dong G, Pereira NL, Panahiazar M, Pathak J. PMID: 26844760; PMCID: PMC4886658.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    37. Predicting structured metadata from unstructured metadata. Database (Oxford). 2016 01 01; 2016. Posch L, Panahiazar M, Dumontier M, Gevaert O. PMID: 28637268; PMCID: PMC4892825.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    38. Limit load analysis of a spring-supported shallow arch of variable thickness given by a power-law, exponential, or logarithmic formula. Mechanics of Solids. 2015 Nov 1; 50(6):676-686. Atai AA, Panahiazar PM, Eghtefari ER. .
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    39. Using EHRs for Heart Failure Therapy Recommendation Using Multidimensional Patient Similarity Analytics. Stud Health Technol Inform. 2015; 210:369-73. Panahiazar M, Taslimitehrani V, Pereira NL, Pathak J. PMID: 25991168; PMCID: PMC4899831.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    40. Using EHRs and Machine Learning for Heart Failure Survival Analysis. Stud Health Technol Inform. 2015; 216:40-4. Panahiazar M, Taslimitehrani V, Pereira N, Pathak J. PMID: 26262006; PMCID: PMC4905764.
      View in: PubMed   Mentions: 23     Fields:    Translation:HumansPHPublic Health
    41. Empowering Personalized Medicine with Big Data and Semantic Web Technology: Promises, Challenges, and Use Cases. Proc IEEE Int Conf Big Data. 2014 Oct; 2014:790-795. Panahiazar M, Taslimitehrani V, Jadhav A, Pathak J. PMID: 25705726; PMCID: PMC4333680.
      View in: PubMed   Mentions: 14  
    42. Advancing data reuse in phyloinformatics using an ontology-driven Semantic Web approach. BMC Med Genomics. 2013; 6 Suppl 3:S5. Panahiazar M, Sheth AP, Ranabahu A, Vos RA, Leebens-Mack J. PMID: 24565381; PMCID: PMC3980757.
      View in: PubMed   Mentions: 1     Fields:    
    43. Semantic Web Services Approaches. Handbook of Service Description. 2012 Jan 1; 159-183. Pedrinaci PC, Maleshkova MM, Zaremba ZM, Panahiazar PM. .
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