M
Mark A. Helvie
Researcher at University of Michigan
Publications - 278
Citations - 14560
Mark A. Helvie is an academic researcher from University of Michigan. The author has contributed to research in topics: Mammography & Breast cancer. The author has an hindex of 68, co-authored 276 publications receiving 13358 citations.
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Journal ArticleDOI
Metabolic monitoring of breast cancer chemohormonotherapy using positron emission tomography: initial evaluation.
TL;DR: Quantitative FDG PET scans of primary breast cancers showed a rapid and significant decrease in tumor glucose metabolism after effective treatment was initiated, with the reduction in metabolism antedating any decrement in tumor size.
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Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images
Berkman Sahiner,Heang Ping Chan,Nicholas Petrick,Datong Wei,Mark A. Helvie,Dorit D. Adler,Mitchell M. Goodsitt +6 more
TL;DR: The authors' results demonstrate the feasibility of using a convolution neural network for classification of masses and normal tissue on mammograms using a generalized, fast and stable implementation of the CNN.
Journal ArticleDOI
Breast Cancer Screening and Diagnosis, Version 3.2018, NCCN Clinical Practice Guidelines in Oncology.
Therese B. Bevers,Mark A. Helvie,Ermelinda Bonaccio,Kristine E. Calhoun,Mary B. Daly,William B. Farrar,Judy Garber,Richard Gray,Richard Gray,Caprice C. Greenberg,Rachel A. Greenup,Nora M. Hansen,Randall E. Harris,Alexandra S. Heerdt,Teresa Helsten,Linda Hodgkiss,Tamarya L. Hoyt,John G. Huff,Lisa K. Jacobs,Constance D. Lehman,Barbara Monsees,Bethany L. Niell,Catherine Parker,Mark D. Pearlman,Liane E. Philpotts,Laura B. Shepardson,Mary Lou Smith,Matthew Stein,Lusine Tumyan,Cheryl Williams,Mary Anne Bergman,Rashmi Kumar +31 more
TL;DR: This manuscript discusses the diagnostic evaluation of individuals with suspected breast cancer due to either abnormal imaging and/or physical findings.
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Breast cancer screening and diagnosis: Clinical practice guidelines in oncology™
Therese B. Bevers,Benjamin O. Anderson,Ermelinda Bonaccio,Patrick I. Borgen,Saundra S. Buys,Mary B. Daly,Peter J. Dempsey,William B. Farrar,Irving Fleming,Judy Garber,Randall E. Harris,Mark A. Helvie,Susan J. Hoover,Helen Krontiras,Sara Shaw,Eva Singletary,Celette Sugg Skinner,Mary Lou Smith,Theodore N. Tsangaris,Elizabeth L. Wiley,Cheryl Williams +20 more
TL;DR: These guidelines give health care providers a practical, consistent framework for screening and evaluating a spectrum of breast lesions and empower the patient to determine the level of breast cancer risk that is personally acceptable in the screening or follow-up recommendations.
Journal ArticleDOI
Improvement of radiologists' characterization of mammographic masses by using computer-aided diagnosis: an ROC study.
Heang Ping Chan,Berkman Sahiner,Mark A. Helvie,Nicholas Petrick,Marilyn A. Roubidoux,Todd E. Wilson,Dorit D. Adler,Chintana Paramagul,Joel S. Newman,Sethumadavan Sanjay-Gopal +9 more
TL;DR: CAD may be useful for assisting radiologists in classification of masses and thereby potentially help reduce unnecessary biopsies, as predicted from the improved ROC curves.