Gutman, David

Skin lesion analysis toward melanoma detection: A challenge at the 2017 International symposium on biomedical imaging (ISBI), hosted by the international skin imaging collaboration (ISIC)

Codella, N. C. F., Gutman, D., Celebi, M. E., Helba, B., Marchetti, M. A., Dusza, S. W., Kalloo, A., Liopyris, K., Mishra, N., Kittler, H., et al. (2018) · 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 2,620

A neural basis for social cooperation

Rilling, J. K., Gutman, D. A., Zeh, T. R., Pagnoni, G., Berns, G. S., & Kilts, C. D. (2002) · Neuron

Neural and Behavioral Psychology StudiesExperimental Behavioral Economics Studies

Cited by 1,451

Predicting cancer outcomes from histology and genomics using convolutional networks

Mobadersany, P., Yousefi, S., Amgad, M., Gutman, D. A., Barnholtz-Sloan, J. S., Velázquez Vega, J. E., Brat, D. J., & Cooper, L. A. D. (2018) · Proceedings of the National Academy of Sciences

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 1,084

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Codella, N., Rotemberg, V., Tschandl, P., Celebi, M. E., Dusza, S., Gutman, D., Helba, B., Kalloo, A., Liopyris, K., Marchetti, M., et al. (2019) · arXiv

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 984

Anatomical connectivity of the subgenual cingulate region targeted with deep brain stimulation for treatment-resistant depression

Johansen-Berg, H., Gutman, D. A., Behrens, T. E. J., Matthews, P. M., Rushworth, M. F. S., Katz, E., Lozano, A. M., & Mayberg, H. S. (2008) · Cerebral Cortex

Deep Brain Stimulation and Movement DisordersObsessive-Compulsive Spectrum Disorders

Cited by 561

Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study

Tschandl, P., Codella, N., Akay, B. N., Argenziano, G., Braun, R. P., Cabo, H., Gutman, D., Halpern, A., Helba, B., Hofmann-Wellenhof, R., et al. (2019) · The Lancet Oncology

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 555

Distinct neural signatures detected for ADHD subtypes after controlling for micro-movements in resting state functional connectivity MRI data

Fair, D. A., Nigg, J. T., Iyer, S., Bathula, D., Mills, K. L., Dosenbach, N. U. F., Schlaggar, B. L., Mennes, M., Gutman, D., Bangaru, S., et al. (2013) · Frontiers in Systems Neuroscience

Attention Deficit Hyperactivity DisorderFunctional Brain Connectivity Studies

Cited by 463

Sham TMS: intracerebral measurement of the induced electrical field and the induction of motor-evoked potentials

Lisanby, S. H., Gutman, D., Luber, B., Schroeder, C., & Sackeim, H. A. (2001) · Biological Psychiatry

Transcranial Magnetic Stimulation StudiesElectroconvulsive Therapy Studies

Cited by 442

Structured crowdsourcing enables convolutional segmentation of histology images

Amgad, M., Elfandy, H., Hussein, H., Atteya, L. A., Elsebaie, M. A. T., Abo Elnasr, L. S., Sakr, R. A., Salem, H. S. E., Ismail, A. F., Saad, A. M., et al. (2019) · Bioinformatics

AI in cancer detectionMedical Image Segmentation Techniques

Cited by 315

A tractography analysis of two deep brain stimulation white matter targets for depression

Gutman, D. A., Holtzheimer, P. E., Behrens, T. E. J., Johansen-Berg, H., & Mayberg, H. S. (2009) · Biological Psychiatry

Deep Brain Stimulation and Movement DisordersAdvanced Neuroimaging Techniques and Applications

Cited by 220

Virtual dissection and comparative connectivity of the superior longitudinal fasciculus in chimpanzees and humans

Hecht, E. E., Gutman, D. A., Bradley, B. A., Preuss, T. M., & Stout, D. (2015) · NeuroImage

Advanced Neuroimaging Techniques and ApplicationsPrimate Behavior and Ecology

Cited by 175

Neural correlates of attention bias to threat in post-traumatic stress disorder

Fani, N., Jovanovic, T., Ely, T. D., Bradley, B., Gutman, D., Tone, E. B., & Ressler, K. J. (2012) · Biological Psychology

Posttraumatic Stress Disorder ResearchAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 150

Reduced neural activation during an inhibition task is associated with impaired fear inhibition in a traumatized civilian sample

Jovanovic, T., Ely, T., Fani, N., Glover, E. M., Gutman, D., Tone, E. B., Norrholm, S. D., Bradley, B., & Ressler, K. J. (2013) · Cortex

Posttraumatic Stress Disorder ResearchMemory and Neural Mechanisms

Cited by 146

A population-level digital histologic biomarker for enhanced prognosis of invasive breast cancer

Amgad, M., Hodge, J. M., Elsebaie, M. A. T., Bodelon, C., Puvanesarajah, S., Gutman, D. A., Siziopikou, K. P., Goldstein, J. A., Gaudet, M. M., Teras, L. R., et al. (2024) · Nature Medicine

AI in cancer detectionRadiomics and Machine Learning in Medical Imaging

Cited by 137

White Matter Integrity in Highly Traumatized Adults With and Without Post-Traumatic Stress Disorder

Fani, N., King, T. Z., Jovanovic, T., Glover, E. M., Bradley, B., Choi, K., Ely, T., Gutman, D. A., & Ressler, K. J. (2012) · Neuropsychopharmacology

Posttraumatic Stress Disorder ResearchAdvanced Neuroimaging Techniques and Applications

Cited by 135

Voxel-based morphometry predicts shifts in dendritic spine density and morphology with auditory fear conditioning

Keifer Jr, O. P., Hurt, R. C., Gutman, D. A., Keilholz, S. D., Gourley, S. L., & Ressler, K. J. (2015) · Nature Communications

Memory and Neural MechanismsNeuroscience and Neuropharmacology Research

Cited by 132

Persistent central nervous system effects of an adverse early environment: Clinical and preclinical studies

Gutman, D. A., & Nemeroff, C. B. (2003) · Physiology & Behavior

Stress Responses and CortisolChild Abuse and Trauma

Cited by 115

Phosphoinositide 3-kinase signaling can modulate MHC class I and II expression

Chandrasekaran, S., Sasaki, M., Scharer, C. D., Kissick, H. T., Patterson, D. G., Magliocca, K. R., Seykora, J. T., Sapkota, B., Gutman, D. A., Cooper, L. A., et al. (2019) · Molecular Cancer Research

PI3K/AKT/mTOR signaling in cancerCancer Immunotherapy and Biomarkers

Cited by 61