School of Medicine
Showing 301-400 of 621 Results
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Amit Gohil
Clinical Associate Professor (Affiliated), Medicine - Med/Pulmonary, Allergy & Critical Care Medicine
Staff, Medicine - Med/Pulmonary, Allergy & Critical Care MedicineBioMy main practice is at County Hospital of Santa Clara, where my time is split between Pulmonary Clinic, Pulmonary Physiology Lab and Medical Intensive Care.
Other Clinical Interests include neurocritical care, Mab therapy for asthma,. and management of toxin induced pulmonary hypertension
My research interests are moving into the use of Data Science to answer clinical questions. I am currently in the process of becoming familiar with R as a coding language to examine large clinical data sets and hope to move into machine learning algorithms to improve the pulmonary health of our county population. -
Lauren Goins
Assistant Professor of Developmental Biology
Current Research and Scholarly InterestsThe Goins lab aims to understand how cells make decisions. Our research focuses on how young, immature blood stem cells, with the potential to become many different cell types, choose between these cell fates.
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Carl Gold
Clinical Professor, Adult Neurology
Clinical Professor (By courtesy), NeurosurgeryBioDr. Gold is a board-certified neurologist who is fellowship-trained in the diagnosis and treatment of neurological disorders in hospitalized patients. He cares for a broad range of patients, including individuals with seizures, central nervous system infections, autoimmune diseases, headaches, neuromuscular conditions, and neurological complications of cancer.
Dr. Gold serves as Vice Chair of Quality, Safety, & Experience for the Department of Neurology & Neurological Sciences. In this role, he coordinates projects aimed at improving care for patients with neurological conditions across the health system. He also serves as Medical Director of Service Excellence for Stanford Health Care.
For more information on the Stanford Neurohospitalist Program & Fellowship, please visit: https://med.stanford.edu/neurology/divisions/neurohospitalist.html
Learn more about the Stanford Neurology Communication Coaching Program by visiting: http://med.stanford.edu/neurology/education/resident-coaching.html
Additional information on Stanford Neurology's efforts in Quality, Safety, & Value can be found here: http://med.stanford.edu/neurology/quality.html -
Garry Gold
Stanford Medicine Professor of Radiology and Biomedical Imaging
On Leave from 2026-08-02 To 2027-04-07Current Research and Scholarly InterestsMy primary focus is application of new MR imaging technology to musculoskeletal problems. Current projects include: Rapid MRI for Osteoarthritis, Weight-bearing cartilage imaging with MRI, and MRI-based models of muscle. We are studying the application of new MR imaging techniques such as rapid imaging, real-time imaging, and short echo time imaging to learn more about biomechanics and pathology of bones and joints. I am also interested in functional imaging approaches using PET-MRI.
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Jeffrey Goldberg, MD, PhD
Blumenkranz Smead Professor
Current Research and Scholarly InterestsLab research on molecular mechanisms of survival and regeneration in the visual system; retinal development and stem cell biology; nanoparticles and tissue engineering. Clinical trials in imaging, biomarker development, and neuroprotection and vision restoration in glaucoma and other neurodegenerative diseases.
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Olga Fedin Goldberg
Clinical Professor, Adult Neurology
BioDr. Goldberg is board-certified in Neurology by the American Board of Psychiatry and Neurology. She provides comprehensive neurologic care to patients with a broad range of neurologic conditions, including those who have multiple neurologic conditions. She is interested in medical education for neurology residents and for referring primary care providers and serves as Director of Neurology Resident Continuity Clinic. Additionally, she completed the Stanford CELT (Clinical Education Leadership Training) Program for developing skills in quality improvement. She has led or played a key role in multiple quality improvement projects in the Department of Neurology, including those focused on increasing patient understanding of their neurologic medications upon hospital discharge, improvement of outcomes for headache patients seen in primary care, and in optimizing clinic processes involved in collection of cerebrospinal fluid.
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Neville H. Golden M.D.
Marron and Mary Elizabeth Kendrick Professor of Pediatrics, Emeritus
Current Research and Scholarly InterestsMy research has focused on the medical complications of adolescents with eating disorders. My specific area of study has been the etiology and implications of amenorrhea in adolescents with eating disorders, in particular the management of reduced bone mass and osteoporosis in anorexia nervosa.
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David Edward Goldenberg
Clinical Assistant Professor, Medicine - Gastroenterology & Hepatology
BioDr Goldenberg completed training at UCLA, Geisel School of Medicine at Dartmouth, Tufts Medical Center, and Cedars Sinai Medical Center. In addition to a gastroenterology fellowship, he graduated with a Masters in Healthcare Delivery Science at Cedars Sinai Medical Center. He has a passion for medical education and enjoys teaching medical students, residents, and fellows as a Clinician Educator. His research focuses on Healthcare Delivery with an emphasis on maximizing value-based healthcare and medical innovation. He has an additional interest in translational research with multiple publications and patent applications for medical devices. He has unique clinical expertise in fecal microbiota transplantation.
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Jeremy Goldhaber-Fiebert
Professor of Health Policy
BioJeremy Goldhaber-Fiebert, PhD, is a Professor of Health Policy and a Core Faculty Member in the Centers for Health Policy and Primary Care and Outcomes Research. His research focuses on complex policy decisions surrounding the prevention and management of increasingly common, chronic diseases and the life course impact of exposure to their risk factors. In the context of both developing and developed countries including the US, India, China, and South Africa, he has examined chronic conditions including type 2 diabetes and cardiovascular diseases, human papillomavirus and cervical cancer, tuberculosis, and hepatitis C and on risk factors including smoking, physical activity, obesity, malnutrition, and other diseases themselves. He combines simulation modeling methods and cost-effectiveness analyses with econometric approaches and behavioral economic studies to address these issues. Dr. Goldhaber-Fiebert graduated magna cum laude from Harvard College in 1997, with an A.B. in the History and Literature of America. After working as a software engineer and consultant, he conducted a year-long public health research program in Costa Rica with his wife in 2001. Winner of the Lee B. Lusted Prize for Outstanding Student Research from the Society for Medical Decision Making in 2006 and in 2008, he completed his PhD in Health Policy concentrating in Decision Science at Harvard University in 2008. He was elected as a Trustee of the Society for Medical Decision Making in 2011 and Secretary/Treasurer in 2021.
Past and current research topics:
- Type 2 diabetes and cardiovascular risk factors: Randomized and observational studies in Costa Rica examining the impact of community-based lifestyle interventions and the relationship of gender, risk factors, and care utilization.
-Cervical cancer: Model-based cost-effectiveness analyses and costing methods studies that examine policy issues relating to cervical cancer screening and human papillomavirus vaccination in countries including the United States, Brazil, India, Kenya, Peru, South Africa, Tanzania, and Thailand.
- Measles, haemophilus influenzae type b, and other childhood infectious diseases: Longitudinal regression analyses of country-level data from middle and upper income countries that examine the link between vaccination, sustained reductions in mortality, and evidence of herd immunity.
- Patient adherence: Studies in both developing and developed countries of the costs and effectiveness of measures to increase successful adherence. Adherence to cervical cancer screening as well as to disease management programs targeting depression and obesity is examined from both a decision-analytic and a behavioral economics perspective.
- Simulation modeling methods: Research examining model calibration and validation, the appropriate representation of uncertainty in projected outcomes, the use of models to examine plausible counterfactuals at the biological and epidemiological level, and the reflection of population and spatial heterogeneity. -
Sara Goldhaber-Fiebert
Clinical Professor, Anesthesiology, Perioperative and Pain Medicine
Current Research and Scholarly InterestsMy teams' interests are in improving patient safety, harnessing implementation science and medical simulation techniques for training, development, dissemination, implementation and study of these processes. We collaborate nationally and globally on implementation of emergency manuals (context relevant sets of cognitive aids or crisis checklists), for management of crises and freely share team training resources. See http://emergencymanual.stanford.edu and www.emergencymanuals.org
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Peter Daniel Goldie
Postdoctoral Scholar, SCRDP/ Heart Disease Prevention
Current Research and Scholarly InterestsI am broadly interested in health equity. My research uses an intersectional lens to study psychological health among LGBTQ+ people. I have research and clinical interests in PTSD and substance use.
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Shelley Goldman
Associate Dean for Faculty Affairs and for Student Affairs and Professor (Teaching) of Education, Emerita
Current Research and Scholarly InterestsUse and integration of digital technologies for teaching and learning; learning in informal settings, especially learning mathematics and science within families; bringing the tools and mindsets of design thinking to K-12 classrooms and to broadening STEM participation.
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Anne Elizabeth Goldring, MD
Clinical Assistant Professor, Orthopaedic Surgery
BioDr. Goldring is a board-certified, fellowship-trained physiatrist with Stanford Health Care Orthopaedics and Sports Medicine. She is clinical assistant professor in the Department of Orthopaedic Surgery, Division of Physical Medicine and Rehabilitation, at Stanford University School of Medicine. Dr. Goldring completed a Physical Medicine and Rehabilitation (PM&R) residency at Northwestern University in Chicago, followed by fellowship training in Sports and Spine at the Hospital for Special Surgery in New York.
Dr. Goldring’s clinical practice focuses on the non-operative management of musculoskeletal injuries and spine disorders. She specializes in delivering comprehensive care for a range of conditions, including sports-related injuries, osteoarthritis, neck, and back pain. She is focused on optimizing patient function, with the goal of helping patients return to their desired activities and prevent future injury. She believes that movement is medicine and wants to help patients achieve active, healthy lifestyles. She provides guidance throughout a physical rehabilitation course with personalized physical therapy prescriptions and exercise plans. When necessary, she also offers more aggressive interventions like injection therapies or surgical referrals. Her practice includes the use of diagnostic electromyograms (EMGs), ultrasound-guided musculoskeletal injections, shockwave therapy, Ortho biologics, such as platelet rich plasma (PRP), and fluoroscopic-guided lumbosacral spine injections.
Dr. Goldring has published articles in PM&R, Journal of Surgical Research, and The Physician and Sportsmedicine. She has delivered presentations and lectures all over the nation, including in Chicago, New Orleans, and New York. Her research and presentations, have covered topics ranging from women’s sports medicine, improving medical education curriculum, ergonomic interventions in the workplace, and the impact of intensive lifestyle medicine programs on musculoskeletal pain.
Dr. Goldring is a member of the American Medical Society for Sports Medicine, American Academy of Physical Medicine and Rehabilitation, Association of Academic Physiatrists, and Spine Intervention Society. She has provided sideline coverage at multiple athletic events, including the Bank of America Chicago Marathon, the Long Island Nets basketball, and United Soccer League (USL) games. -
Paul Goldschmidt
Affiliate, Med/DOM Faculty Leadership
BioBachelor of Science - Hamburg University of Applied Sciences
Class Tutor - Experimental Physics
Software Engineer / Student Researcher - Stanford Biodesign Digital Health
Founder, CEO @ Dotreflection GmbH - Startup for large-scale medical communication platforms
Member - Permafrost Young Researchers Network (PYRN)
Member - German Physical Society
Scholar, Spokesperson - German Academic Scholarship Foundation (Studienstiftung des Deutschen Volkes) -
Mary Kane Goldstein
Professor of Health Policy, Emerita
Current Research and Scholarly InterestsHealth services research in primary care and geriatrics: developing, implementing, and evaluating methods for clinical quality improvement. Current work includes applying health information technology to quality improvement through clinical decision support (CDS) integrated with electronic health records; encoding clinical knowledge into computable formats in automated knowledge bases; natural language processing of free text in electronic health records; analyzing multiple comorbidities
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Andrea Goldstein-Piekarski
Assistant Professor (Research) of Psychiatry and Behavioral Sciences (Sleep Medicine)
BioDr. Goldstein-Piekarski directs the Computational Psychiatry, Neuroscience, and Sleep Laboratory (CoPsyN Sleep Lab) as an Assistant Professor in the Department of Psychiatry and Behavioral Sciences at Stanford University School of Medicine and PI within the Sierra-Pacific Mental Illness Research, Education and Clinical Center (MIRECC) at the Palo Alto VA. She received her PhD in 2014 at the University of California, Berkeley where she studied the consequences of sleep on emotional brain function. She then completed a Postdoctoral fellowship at Stanford focusing on understanding the brain basis of anxiety and depression.
As the director of the CoPsyN Sleep Lab she is developing a translational, interdisciplinary research program that combines human neuroimaging, high-density EEG sleep recording, and computational modeling to understand the neural mechanisms through which sleep disruption contributes to affective disorders, particularly depression, across the lifespan. The ultimate goals of this research are to (1) develop mechanistically-informed interventions that directly target aspects of sleep and brain function to prevent and treat affective disorders and (2) identify novel biomarkers which can identify which individuals are most likely to experience improved mood following targeted sleep interventions.
This work is currently supported by The KLS Foundation, a R01 from National Institute of Mental Health, and a R61 from the National Institute of Mental Health. -
Deana L. Golini
Coach, SOM Career Center
BioB.S. in Communications, Boston University
M.Ed in Education Administration, Providence College
M.A.E in Art Education, University of Massachusetts Dartmouth -
Ola Golovinsky, M.S.
Medical Education Team Manager, Psychiatry and Behavioral Sciences
Current Role at StanfordMedical Education Team Manager, Department of Psychiatry & Behavioral Science
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Bruna Gomes
Assistant Professor of Medicine (Cardiovascular Medicine) and, by courtesy, of Biomedical Data Science
Current Research and Scholarly InterestsThe Gomes Lab is interested in AI agents and causal discovery methods that trace how genetic variation acts through proteins and other molecular traits to cause heart disease, and it advances promising candidate targets to experimental validation. In parallel, with support from an American Heart Association Career Development Award, the lab studies the causal protein drivers of cardiac fibrosis and develops methods to characterize myocardial tissue from routine cine MRI.
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Juan Sebastián Gómez-Cañón
Postdoctoral Scholar, Psychiatry
BioJuan S. Gómez-Cañón is a researcher, engineer and musician from Colombia. He holds a Ph.D. in Information and Communication Technologies from the Universitat Pompeu Fabra (Barcelona, Spain). During his Ph.D., Juan researched human-centered and trustworthy machine learning methods to predict the emotions in music. His research focuses on deep learning, human-centered ML, personalization, dataset curation, and digital signal processing. Juan also holds a M.Sc. in Media Technology (Technische Universität Ilmenau, Germany), a B.Sc. in Electronics Engineering and a B.A. in Music (Universidad de los Andes, Colombia).
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Natalia Gomez-Ospina
Assistant Professor of Pediatrics (Genetics)
Current Research and Scholarly Interests1. Genome Editing and HSPC-Based Therapeutics
Dr. Gomez-Ospina’s research focuses on developing autologous hematopoietic stem and progenitor cell therapies using CRISPR/Cas9-mediated genome editing. Her work includes targeted integration of therapeutic transgenes into genomic safe-harbor loci, optimization of editing efficiency and safety, and development of transplantation and conditioning strategies that preserve long-term engraftment. A major goal is to create reusable, mutation-agnostic therapeutic platforms that can be adapted across diseases. Her translational work also extends to GMP manufacturing, analytical development, and IND-enabling studies needed to move genome-edited HSPC products toward clinical trials.
2. Neurometabolic and Neurodegenerative Disease Therapeutics
A major area of interest is the development of definitive therapies for lysosomal storage disorders and other neurogenetic diseases, including MPS I, Gaucher disease, Krabbe disease, progranulin deficiency, and Friedreich’s ataxia. Her laboratory investigates how hematopoietic-derived cells can deliver therapeutic proteins to peripheral tissues and the central nervous system. This includes strategies to enhance microglial replacement, improve CNS engraftment, and harness myeloid cells as therapeutic vehicles. The broader objective is to establish cell-based approaches capable of treating both inherited neurometabolic disorders and more common neurodegenerative diseases.
3. Rare Disease Genetics, Functional Genomics, and Lysosome Biology
Dr. Gomez-Ospina also studies the molecular basis of rare and undiagnosed genetic disorders. Through clinical genetics, international collaborations, and the NIH Undiagnosed Diseases Network, her work contributes to novel disease-gene discovery, functional validation of candidate variants, and definition of genotype–phenotype relationships. Her laboratory also investigates lysosomal biology and develops systems-level approaches, including the Lysosome Disease Atlas, to connect lysosome-associated genes with cellular function and human phenotypes. These efforts aim to improve diagnosis while identifying new disease mechanisms and therapeutic opportunities.
For more information go to our website:
https://www.gomezospina.com/ -
Li Gong
Scientific Data Curator 3, Biomedical Data Science
Current Role at StanfordProgram manager and senior scientific curator for ClinPGx, coordinator for the ClinGen Pharmacogenomics Interpretation Committee (PGxIC).
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Christopher Gonzales MSN, FNP-C, CCRN, CEN
Clinical Instructor (Affiliated), School of Medicine - Student Affairs
BioChristopher Gonzales is a Board-Certified Family Nurse Practitioner focusing on full spectrum LGBTQ+ care. His other interests include Acute on Chronic Medicine as well as Pediatric and Adolescent Medicine. His previous experience includes 17 years of Emergency Medicine.
Christopher received his Bachelor of Science and his Masters of Family Nurse Practice. He loves to integrate fitness and exercise into his practice. When he is not working, he enjoys running, cycling, and yoga. -
Jessica E. Gonzalez
Soc Science Rsch Prof 3, Psych/Public Mental Health & Population Sciences
BioJessica E. Gonzalez, MSW is the Associate Director for the Mental Health Technology Transfer Center (MHTTC) Network Coordinating Office (NCO). The MHTTC NCO is part of the Center for Dissemination and Implementation (CDI) in the Department of Psychiatry and Behavioral Sciences at Stanford University School of Medicine. Through the MHTTC School Mental Health Initiative, Jessica is coordinating the work of 12 centers that provide training and technical assistance to the mental health and school mental health workforce to increase the use of evidence-based mental health prevention, treatment, and recovery support services for students across the United States.
Jessica has worked in the community as a social worker providing mental health services in school and outpatient clinic settings to children and adolescents of diverse socioeconomic, cultural and ethnic backgrounds. In addition, she has over 10 years of experience in project management and coordination for research and evaluation in the areas of early childhood learning and development, special education, post-secondary education attainment, and delivery of school mental health services. Jessica has also worked for several high school and college programs in the area seeking to improve educational outcomes for first-generation and low-income students of color. -
Julie Good, MD
Clinical Professor, Anesthesiology, Perioperative and Pain Medicine
Clinical Professor (By courtesy), PediatricsCurrent Research and Scholarly InterestsJulie's academic interests include pediatric palliative care, pain and symptom management for children with life-threatening illness, medical acupuncture, and meaning in medicine (the humanistic side of doctoring)
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Zinaida Good, Ph.D.
Assistant Professor of Medicine (Immunology and Rheumatology)
Current Research and Scholarly InterestsOur laboratory integrates cutting-edge synthetic biology, immunology, and machine learning to engineer T cell therapies for cancer and autoimmune diseases. We have 3 research areas:
- Analysis of clinical single-cell and spatial transcriptomics datasets from T cell therapy trials to identify mechanisms of resistance
- Building AI systems to generate T cell designs predicted to improve patient outcomes
- Genetic screens of novel T cell designs in models that mimic key mechanisms of resistance -
Alex J Goodell
Affiliate,
BioAnesthesiologist and internist interested in artificial intelligence and large language models in medicine. Currently, my primary focus is on developing and evaluating applications of large language models to improve the "user experience" of patients (who spend too much time fighting the system that is tasked with healing them) and doctors (who spend too much time fighting the system that is supposed to help them heal others).
Interests:
- Benchmarking LLMs as clinical calculators
- Medical summarization by LLMs
- Agentic /tool-using language models
- GenerativeAI for Medical Education and Simulation
- Data equity in LLMs
- Novel benchmarks for clinical LLMs, including simulation
- Participatory research, open-source software
I'm a Clinical Scholar in the Dept of Anesthesiology and a Post-Doctoral Fellow in Anesthesiology / Biomedical Data Science in the lab of Nima Aghaeepour.
I completed medical school at the UC Berkeley - UCSF Joint Medical Program, followed by the Combined Internal Medicine/Anesthesiology Residency at the Stanford School of Medicine, and a fellowship in Anesthesia Informatics at the Stanford AIM Lab. -
Miriam B. Goodman
Mrs. George A. Winzer Professor of Cell Biology
On Partial Leave from 2026-09-01 To 2027-08-31Current Research and Scholarly InterestsWe study the molecular events that give rise to the sensation of touch and chemical stressors that compromise touch sensation in C. elegans. To do this, we use a combination of quantitative behavioral analysis, genetics, in vivo electrophysiology, and heterologous expression of ion channels. We collaborate with physicists and other physiologist to expand our experimental research.
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Steven Goodman
Professor of Epidemiology and Population Health, of Medicine (Primary Care and Population Health) and, by courtesy, of Health Policy
Current Research and Scholarly InterestsI study issues relating to the representation and measurement of evidence in medical research and determinants of the reliability of biomedical research findings. I also do work in evidence synthesis, comparative effectiveness research, and the ethics of clinical research.
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Stuart Goodman, MD, PhD
The Robert L. and Mary Ellenburg Professor of Surgery and Professor, by courtesy, of Bioengineering
Current Research and Scholarly InterestsAs an academic orthopaedic surgeon, my interests center on adult reconstructive surgery, arthritis surgery, joint replacement, biomaterials, biocompatibility, tissue engineering, mesenchymal stem cells. Collaborative clinical, applied and basic research studies are ongoing.
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L. Henry Goodnough, MD, PhD
Assistant Professor of Orthopaedic Surgery
BioDr. Goodnough is an orthopaedic surgeon who is fellowship-trained in orthopaedic traumatology. This specialty is dedicated to the care of patients with complex injuries to the body’s bones, joints, or tissues.
Dr. Goodnough is a clinical instructor of orthopaedic surgery. He also holds a PhD degree, and his doctoral research focused on genetic mechanisms of early bone development.
For each patient, he develops a personalized plan of care. His goals are to treat the patient’s injury, restore function, and help promote the best possible quality of life. His clinical interests include nonunions, periarticular fractures, fractures of the pelvis and acetabulum, and infections.
Dr. Goodnough has conducted research on the role of skeletal stem cells in fracture healing. He also has investigated how cells function in fractures that have failed to heal (“nonunions”).
He has co-authored articles on his research discoveries in the Journal of the American Academy of Orthopaedic Surgery, Journal of Orthopaedic Trauma, Journal of Bone and Mineral Research, and elsewhere. Topics include advances in surgical technique and technology.
He also has contributed to chapters in the textbooks Surgery of the Hip, Skeletal Trauma of the Upper Extremity, and Operative Techniques in Orthopedic Trauma.
Dr. Goodnough has presented the findings of his research at numerous national and regional conferences. They include meetings of the Orthopaedic Trauma Association, American Academy of Orthopaedic Surgeons, and Western Orthopaedic Association. Topics have included the effects of non-steroidal anti-inflammatory drugs on skeletal stem cells in fractures.
Dr. Goodnough is a member of the American Academy of Orthopaedic Surgeons, Orthopaedic Trauma Association, and AO, the global network of doctors dedicated to the surgical treatment of trauma and musculoskeletal disorders. -
Lawrence Tim Goodnough
Professor of Pathology and of Medicine (Hematology), Emeritus
Current Research and Scholarly InterestsImproving blood utilization
Promoting alternatives to blood transfusion
Quality improvements -
William Rowland Goodyer, MD/PhD
Assistant Professor of Pediatrics (Cardiology)
BioDr. Goodyer is a physician scientist who specializes in Pediatric Cardiology and Electrophysiology. Will graduated from McGill University (Montreal, Canada) with a BSc in Biology prior to completing his graduate studies at Stanford University in the Medical Scientist Training Program (MSTP). He subsequently completed residency training in Pediatrics at Boston Children’s Hospital before returning to Stanford to complete a fellowship in Pediatric Cardiology and advanced fellowship in Pediatric Electrophysiology. He additionally performed a postdoctoral fellowship in the Sean Wu laboratory at the Stanford Cardiovascular Institute where he developed the first comprehensive single-cell gene atlas of the entire murine cardiac conduction system (CCS) as well as pioneered the generation of optical imaging agents for the real-time visualization of the CCS to help prevent accidental surgical damage during heart surgeries. Will's lab (www.goodyerlab.com) focuses on basic science advances aimed at the improved diagnosis and treatment of cardiac arrhythmias.
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Cheryl Gore-Felton, Ph.D.
Walter E. Nichols, MD Professor in the School of Medicine
Current Research and Scholarly InterestsMy clinical focus is the treatment of anxiety disorders, including post traumatic stress disorder. My research focuses on developing effective psychotherapy interventions to reduce chronic stress as well as enhance positive health behaviors to reduce morbidity and mortality among patients coping with chronic, medical illnesses which are often life threatening.
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Michael L. Goris
Professor of Radiology (Nuclear Medicine), Emeritus
Current Research and Scholarly InterestsRadio-immunotherapy. Medical Imaging Processing. Quantification for diagnosis Clinical validations
