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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
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
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.
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
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
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
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
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
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

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