Works matching AU Lay, Nathan

Results: 21

Deep learning-based image quality assessment: impact on detection accuracy of prostate cancer extraprostatic extension on MRI.

Published in:

Abdominal Radiology, 2024, v. 49, n. 8, p. 2891, doi. 10.1007/s00261-024-04468-5

By:

Lin, Yue;
Belue, Mason J.;
Yilmaz, Enis C.;
Law, Yan Mee;
Merriman, Katie M.;
Phelps, Tim E.;
Gelikman, David G.;
Ozyoruk, Kutsev B.;
Lay, Nathan S.;
Merino, Maria J.;
Wood, Bradford J.;
Gurram, Sandeep;
Choyke, Peter L.;
Harmon, Stephanie A.;
Pinto, Peter A.;
Turkbey, Baris

Publication type:

Article

Automated prostate gland segmentation in challenging clinical cases: comparison of three artificial intelligence methods.

Published in:

Abdominal Radiology, 2024, v. 49, n. 5, p. 1545, doi. 10.1007/s00261-024-04242-7

By:

Johnson, Latrice A.;
Harmon, Stephanie A.;
Yilmaz, Enis C.;
Lin, Yue;
Belue, Mason J.;
Merriman, Katie M.;
Lay, Nathan S.;
Sanford, Thomas H.;
Sarma, Karthik V.;
Arnold, Corey W.;
Xu, Ziyue;
Roth, Holger R.;
Yang, Dong;
Tetreault, Jesse;
Xu, Daguang;
Patel, Krishnan R.;
Gurram, Sandeep;
Wood, Bradford J.;
Citrin, Deborah E.;
Pinto, Peter A.

Publication type:

Article

Deep learning algorithm (YOLOv7) for automated renal mass detection on contrast-enhanced MRI: a 2D and 2.5D evaluation of results.

Published in:

Abdominal Radiology, 2024, v. 49, n. 4, p. 1194, doi. 10.1007/s00261-023-04172-w

By:

Anari, Pouria Yazdian;
Lay, Nathan;
Zahergivar, Aryan;
Firouzabadi, Fatemeh Dehghani;
Chaurasia, Aditi;
Golagha, Mahshid;
Singh, Shiva;
Homayounieh, Fatemeh;
Obiezu, Fiona;
Harmon, Stephanie;
Turkbey, Evrim;
Merino, Maria;
Jones, Elizabeth C.;
Ball, Mark W.;
Linehan, W. Marston;
Turkbey, Baris;
Malayeri, Ashkan A.

Publication type:

Article

Kidney scoring surveillance: predictive machine learning models for clear cell renal cell carcinoma growth using MRI.

Published in:

Abdominal Radiology, 2024, v. 49, n. 4, p. 1202, doi. 10.1007/s00261-023-04162-y

By:

Yazdian Anari, Pouria;
Zahergivar, Aryan;
Gopal, Nikhil;
Chaurasia, Aditi;
Lay, Nathan;
Ball, Mark W.;
Turkbey, Baris;
Turkbey, Evrim;
Jones, Elizabeth C.;
Linehan, W. Marston;
Malayeri, Ashkan A.

Publication type:

Article

An MRI-based radiomics model to predict clear cell renal cell carcinoma growth rate classes in patients with von Hippel-Lindau syndrome.

Published in:

Abdominal Radiology, 2022, v. 47, n. 10, p. 3554, doi. 10.1007/s00261-022-03610-5

By:

Anari, Pouria Yazdian;
Lay, Nathan;
Gopal, Nikhil;
Chaurasia, Aditi;
Samimi, Safa;
Harmon, Stephanie;
Firouzabadi, Fatemeh Dehghani;
Merino, Maria J.;
Wakim, Paul;
Turkbey, Evrim;
Jones, Elizabeth C.;
Ball, Mark W.;
Turkbey, Baris;
Linehan, W. Marston;
Malayeri, Ashkan A.

Publication type:

Article

Deep learning-based artificial intelligence for prostate cancer detection at biparametric MRI.

Published in:

Abdominal Radiology, 2022, v. 47, n. 4, p. 1425, doi. 10.1007/s00261-022-03419-2

By:

Mehralivand, Sherif;
Yang, Dong;
Harmon, Stephanie A.;
Xu, Daguang;
Xu, Ziyue;
Roth, Holger;
Masoudi, Samira;
Kesani, Deepak;
Lay, Nathan;
Merino, Maria J.;
Wood, Bradford J.;
Pinto, Peter A.;
Choyke, Peter L.;
Turkbey, Baris

Publication type:

Article

Computer-aided diagnosis prior to conventional interpretation of prostate mpMRI: an international multi-reader study.

Published in:

2018

By:

Greer, Matthew D.;
Lay, Nathan;
Shih, Joanna H.;
Barrett, Tristan;
Bittencourt, Leonardo Kayat;
Borofsky, Samuel;
Kabakus, Ismail;
Law, Yan Mee;
Marko, Jamie;
Shebel, Haytham;
Mertan, Francesca V.;
Merino, Maria J.;
Wood, Bradford J.;
Pinto, Peter A.;
Summers, Ronald M.;
Choyke, Peter L.;
Turkbey, Baris

Publication type:

journal article

Multimodel Approach Based on Evidence Theory for Forecasting Tropical Cyclone Tracks.

Published in:

Monthly Weather Review, 2010, v. 138, n. 2, p. 405, doi. 10.1175/2009MWR2733.1

By:

Poroseva, Svetlana V.;
Lay, Nathan;
Hussaini, M. Yousuff

Publication type:

Article

An Introduction to Artificial Prediction Markets for Classification.

Published in:

Journal of Machine Learning Research, 2012, v. 13, n. 7, p. 2177

By:

Barbu, Adrian;
Lay, Nathan;
Mannor, Shie

Publication type:

Article

AI-ADC: Channel and Spatial Attention-Based Contrastive Learning to Generate ADC Maps from T2W MRI for Prostate Cancer Detection.

Published in:

Journal of Personalized Medicine, 2024, v. 14, n. 10, p. 1047, doi. 10.3390/jpm14101047

By:

Ozyoruk, Kutsev Bengisu;
Harmon, Stephanie A.;
Lay, Nathan S.;
Yilmaz, Enis C.;
Bagci, Ulas;
Citrin, Deborah E.;
Wood, Bradford J.;
Pinto, Peter A.;
Choyke, Peter L.;
Turkbey, Baris

Publication type:

Article

Non‐Invasive Tumor Grade Evaluation in Von Hippel–Lindau‐Associated Clear Cell Renal Cell Carcinoma: A Magnetic Resonance Imaging‐Based Study.

Published in:

Journal of Magnetic Resonance Imaging, 2024, v. 60, n. 3, p. 1076, doi. 10.1002/jmri.29222

By:

Zahergivar, Aryan;
Yazdian Anari, Pouria;
Mendhiratta, Neil;
Lay, Nathan;
Singh, Shiva;
Dehghani Firouzabadi, Fatemeh;
Chaurasia, Aditi;
Golagha, Mahshid;
Homayounieh, Fatemeh;
Gautam, Rabindra;
Harmon, Stephanie;
Turkbey, Evrim;
Merino, Maria;
Jones, Elizabeth C.;
Ball, Mark W.;
Turkbey, Baris;
Linehan, W. Marston;
Malayeri, Ashkan A.

Publication type:

Article

Deep Learning‐Based T2‐Weighted MR Image Quality Assessment and Its Impact on Prostate Cancer Detection Rates.

Published in:

Journal of Magnetic Resonance Imaging, 2024, v. 59, n. 6, p. 2215, doi. 10.1002/jmri.29031

By:

Lin, Yue;
Belue, Mason J.;
Yilmaz, Enis C.;
Harmon, Stephanie A.;
An, Julie;
Law, Yan Mee;
Hazen, Lindsey;
Garcia, Charisse;
Merriman, Katie M.;
Phelps, Tim E.;
Lay, Nathan S.;
Toubaji, Antoun;
Merino, Maria J.;
Wood, Bradford J.;
Gurram, Sandeep;
Choyke, Peter L.;
Pinto, Peter A.;
Turkbey, Baris

Publication type:

Article

Prostate cancer detection from multi-institution multiparametric MRIs using deep convolutional neural networks system (Erratum).

Published in:

Journal of Medical Imaging, 2019, v. 6, n. 3, p. 039803-1, doi. 10.1117/1.JMI.6.3.039803

By:

Sumathipala, Yohan;
Lay, Nathan;
Turkbey, Baris;
Smith, Clayton;
Choyke, Peter L.;
Summers, Ronald M.

Publication type:

Article

Fully automated prostate whole gland and central gland segmentation on MRI using holistically nested networks with short connections.

Published in:

Journal of Medical Imaging, 2019, v. 6, n. 2, p. 24007, doi. 10.1117/1.JMI.6.2.024007

By:

Cheng, Ruida;
Lay, Nathan;
Roth, Holger R.;
Turkbey, Baris;
Jin, Dakai;
Gandler, William;
McCreedy, Evan S.;
Pohida, Tom;
Pinto, Peter;
Choyke, Peter;
McAuliffe, Matthew J.;
Summers, Ronald M.

Publication type:

Article

Prostate cancer detection from multi-institution multiparametric MRIs using deep convolutional neural networks.

Published in:

Journal of Medical Imaging, 2018, v. 5, n. 4, p. 44507, doi. 10.1117/1.JMI.5.4.044507

By:

Sumathipala, Yohan;
Lay, Nathan;
Turkbey, Baris;
Smith, Clayton;
Choyke, Peter L.;
Summers, Ronald M.

Publication type:

Article

Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks.

Published in:

Journal of Medical Imaging, 2017, v. 4, n. 4, p. 041302-1, doi. 10.1117/1.JMI.4.4.041302

By:

Ruida Cheng;
Roth, Holger R.;
Lay, Nathan;
Le Lu;
Turkbey, Baris;
Gandler, William;
McCreedy, Evan S.;
Pohida, Tom;
Pinto, Peter A.;
Choyke, Peter;
McAuliffe, Matthew J.;
Summers, Ronald M.

Publication type:

Article

Detection of prostate cancer in multiparametric MRI using random forest with instance weighting.

Published in:

Journal of Medical Imaging, 2017, v. 4, n. 2, p. 1, doi. 10.1117/1.JMI.4.2.024506

By:

Lay, Nathan;
Tsehay, Yohannes;
Greer, Matthew D.;
Turkbey, Baris;
Jin Tae Kwak;
Choyke, Peter L.;
Pinto, Peter;
Wood, Bradford J.;
Summers, Ronald M.

Publication type:

Article

Assessing the Impact of Transition and Peripheral Zone PSA Densities Over Whole‐Gland PSA Density for Prostate Cancer Detection on Multiparametric MRI.

Published in:

Prostate, 2025, v. 85, n. 6, p. 612, doi. 10.1002/pros.24863

By:

Esengur, Omer Tarik;
Stevenson, Emma;
Stecko, Hunter;
Lay, Nathan S.;
Yang, Dong;
Tetreault, Jesse;
Xu, Ziyue;
Xu, Daguang;
Yilmaz, Enis C.;
Gelikman, David G.;
Harmon, Stephanie A.;
Merino, Maria J.;
Gurram, Sandeep;
Wood, Bradford J.;
Choyke, Peter L.;
Pinto, Peter A.;
Turkbey, Baris

Publication type:

Article

Deep learning‐based decision forest for hereditary clear cell renal cell carcinoma segmentation on MRI.

Published in:

Medical Physics, 2023, v. 50, n. 8, p. 5020, doi. 10.1002/mp.16303

By:

Lay, Nathan;
Anari, Pouria Yazdian;
Chaurasia, Aditi;
Firouzabadi, Fatemeh Dehghani;
Harmon, Stephanie;
Turkbey, Evrim;
Gautam, Rabindra;
Samimi, Safa;
Merino, Maria J.;
Ball, Mark W.;
Linehan, William Marston;
Turkbey, Baris;
Malayeri, Ashkan A.

Publication type:

Article

A systematic study of efficient sampling methods to quantify uncertainty in crack propagation and the Burgers equation.

Published in:

Monte Carlo Methods & Applications, 2010, v. 16, n. 1, p. 69, doi. 10.1515/MCMA.2010.002

By:

Jimenez, Edwin;
Lay, Nathan;
Hussaini, M. Yousuff

Publication type:

Article

Population-based opportunistic osteoporosis screening: Validation of a fully automated CT tool for assessing longitudinal BMD changes.

Published in:

British Journal of Radiology, 2019, v. 92, n. 1094, p. N.PAG, doi. 10.1259/bjr.20180726

By:

Pickhardt, Perry J.;
Lee, Scott J.;
Graffy, Peter M;
Liu, Jiamin;
Yao, Jianhua;
Lay, Nathan;
Summers, Ronald M

Publication type:

Article