Karl D. Spuhler

Karl D. Spuhler, PhD

Clinical Assistant Professor, Department of Radiation Oncology

Summary

Karl Spuhler, PhD, DABR, is an internationally recognized expert in machine learning, with an emphasis on the applications of machine learning in supporting and automating clinical workflows. Dr. Spuhler’s areas of academic expertise include deep learning and medical image processing.

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Positions

Clinical Assistant Professor, Department of Radiation Oncology at NYU Grossman Long Island School of Medicine

Graduate Education

PhD from SUNY - Stony Brook

Osteoradionecrosis following radiation to reconstructed mandible with titanium plate and osseointegrated dental implants

Byun, David J; Daar, David A; Spuhler, Karl; Anzai, Lavinia; Witek, Lukasz; Barbee, David; Jacobson, Adam S; Levine, Jamie P; Hu, Kenneth S

Practical radiation oncology. 2022 Mar-Apr; 12(2):90-94

Multitask Learning Based Three-Dimensional Striatal Segmentation of MRI: fMRI and PET Objective Assessments

Serrano-Sosa, Mario; Van Snellenberg, Jared X; Meng, Jiayan; Luceno, Jacob R; Spuhler, Karl; Weinstein, Jodi J; Abi-Dargham, Anissa; Slifstein, Mark; Huang, Chuan

Journal of magnetic resonance imaging. 2021 11; 54(5):1623-1635

Assessing the reproducibility of CBCT-derived radiomics features using a novel three-dimensional printed phantom

Spuhler, Karl D; Teruel, Jose R; Galavis, Paulina E

Medical physics. 2021 Aug; 48(8):4326-4333

The importance of identifying functional Val158Met polymorphism in catechol-O- Methyltransferase when assessing MRI-based volumetric measurements in major depressive disorder

Serrano-Sosa, Mario; Sampathgiri, Kruthika; Spuhler, Karl Douglas; DeLorenzo, Christine; Parsey, Ramin; Huang, Chuan

Brain imaging & behavior. 2020 Dec; 14(6):2762-2770

Full-count PET recovery from low-count image using a dilated convolutional neural network

Spuhler, Karl; Serrano-Sosa, Mario; Cattell, Renee; DeLorenzo, Christine; Huang, Chuan

Medical physics. 2020 Oct; 47(10):4928-4938

Task-based assessment of a convolutional neural network for segmenting breast lesions for radiomic analysis

Spuhler, Karl D; Ding, Jie; Liu, Chunling; Sun, Junqi; Serrano-Sosa, Mario; Moriarty, Meghan; Huang, Chuan

Magnetic resonance in medicine. 2019 08; 82(2):786-795

Synthesis of Patient-Specific Transmission Data for PET Attenuation Correction for PET/MRI Neuroimaging Using a Convolutional Neural Network

Spuhler, Karl D; Gardus, John; Gao, Yi; DeLorenzo, Christine; Parsey, Ramin; Huang, Chuan

Journal of nuclear medicine. 2019 04; 60(4):555-560

Merging Orthovoltage X-Ray Minibeams spare the proximal tissues while producing a solid beam at the target

Dilmanian, F Avraham; Krishnan, Sunil; McLaughlin, William E; Lukaniec, Brendan; Baker, Jameson T; Ailawadi, Sandeep; Hirsch, Kara N; Cattell, Renee F; Roy, Rahul; Helfer, Joel; Kruger, Kurt; Spuhler, Karl; He, Yulun; Tailor, Ramesh; Vassantachart, April; Heaney, Dakota C; Zanzonico, Pat; Gobbert, Matthias K; Graf, Jonathan S; Nassimi, Jessica R; Fatemi, Nasrin N; Schweitzer, Mark E; Bangiyev, Lev; Eley, John G

Scientific reports. 2019 Feb 04; 9(1):1198

See All Publications (26)