MAISI: Medical AI for Synthetic Imaging

Authors: Guo, Pengfei, Zhao, Can, Yang, Dong, Xu, Ziyue, Nath, Vishwesh, Tang, Yucheng, Simon, Benjamin, Belue, Mason, Harmon, Stephanie, Turkbey, Baris, Xu, Daguang

Source: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2025 IEEE/CVF Winter Conference on. :4430-4441 Feb, 2025

Relation: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques

Authors: Hong, Ziliang, Jha, Debesh, Biswas, Koushik, Zhang, Zheyuan, Velichko, Yury, Yazici, Cemal, Tirkes, Temel, Borhani, Amir, Turkbey, Baris, Medetalibeyoglu, Alpay, Durak, Gorkem, Bagci, Ulas

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-4 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

Authors: Nath, Vishwesh, Li, Wenqi, Yang, Dong, Myronenko, Andriy, Zheng, Mingxin, Lu, Yao, Liu, Zhijian, Yin, Hongxu, Tang, Yucheng, Guo, Pengfei, Zhao, Can, Xu, Ziyue, He, Yufan, Heinrich, Greg, Law, Yee Man, Simon, Benjamin, Harmon, Stephanie, Aylward, Stephen, Edgar, Marc, Zephyr, Michael, Han, Song, Molchanov, Pavlo, Turkbey, Baris, Roth, Holger, Xu, Daguang

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2411.12915

Location-Based Radiology Report-Guided Semi-Supervised Learning for Prostate Cancer Detection

Authors: Chen, Alex, Lay, Nathan, Harmon, Stephanie, Ozyoruk, Kutsev, Yilmaz, Enis, Wood, Brad J., Pinto, Peter A., Choyke, Peter L., Turkbey, Baris

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

MAISI: Medical AI for Synthetic Imaging

Authors: Guo, Pengfei, Zhao, Can, Yang, Dong, Xu, Ziyue, Nath, Vishwesh, Tang, Yucheng, Simon, Benjamin, Belue, Mason, Harmon, Stephanie, Turkbey, Baris, Xu, Daguang

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2409.11169

GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification

Authors: Wang, Bin, Pan, Hongyi, Aboah, Armstrong, Zhang, Zheyuan, Keles, Elif, Torigian, Drew, Turkbey, Baris, Krupinski, Elizabeth, Udupa, Jayaram, Bagci, Ulas

Source: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2024 IEEE/CVF Winter Conference on. :2183-2192 Jan, 2024

Relation: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging

Authors: He, Yufan, Guo, Pengfei, Tang, Yucheng, Myronenko, Andriy, Nath, Vishwesh, Xu, Ziyue, Yang, Dong, Zhao, Can, Simon, Benjamin, Belue, Mason, Harmon, Stephanie, Turkbey, Baris, Xu, Daguang, Li, Wenqi

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2406.05285

Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning

Authors: Zhang, Zheyuan, Keles, Elif, Durak, Gorkem, Taktak, Yavuz, Susladkar, Onkar, Gorade, Vandan, Jha, Debesh, Ormeci, Asli C., Medetalibeyoglu, Alpay, Yao, Lanhong, Wang, Bin, Isler, Ilkin Sevgi, Peng, Linkai, Pan, Hongyi, Vendrami, Camila Lopes, Bourhani, Amir, Velichko, Yury, Gong, Boqing, Spampinato, Concetto, Pyrros, Ayis, Tiwari, Pallavi, Klatte, Derk C. F., Engels, Megan, Hoogenboom, Sanne, Bolan, Candice W., Agarunov, Emil, Harfouch, Nassier, Huang, Chenchan, Bruno, Marco J., Schoots, Ivo, Keswani, Rajesh N., Miller, Frank H., Gonda, Tamas, Yazici, Cemal, Tirkes, Temel, Turkbey, Baris, Wallace, Michael B., Bagci, Ulas

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.12367

A Probabilistic Hadamard U-Net for MRI Bias Field Correction

Authors: Zhu, Xin, Pan, Hongyi, Velichko, Yury, Murphy, Adam B., Ross, Ashley, Turkbey, Baris, Cetin, Ahmet Enis, Bagci, Ulas

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2403.05024

Using YOLO v7 to Detect Kidney in Magnetic Resonance Imaging

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

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2402.05817

GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification

Authors: Wang, Bin, Pan, Hongyi, Aboah, Armstrong, Zhang, Zheyuan, Keles, Elif, Torigian, Drew, Turkbey, Baris, Krupinski, Elizabeth, Udupa, Jayaram, Bagci, Ulas

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2305.18221

Automatic segmentation of clear cell renal cell tumors, kidney, and cysts in patients with von Hippel-Lindau syndrome using U-net architecture on magnetic resonance images

Authors: Anari, Pouria Yazdian, Lay, Nathan, Chaurasia, Aditi, Gopal, Nikhil, Samimi, Safa, Harmon, Stephanie, Gautam, Rabindra, Ma, Kevin, Firouzabadi, Fatemeh Dehghani, Turkbey, Evrim, Merino, Maria, Jones, Elizabeth C., Ball, Mark W., Linehan, W. Marston, Turkbey, Baris, Malayeri, Ashkan A.

Subject Terms: Quantitative Biology - Quantitative Methods, Physics - Medical Physics

Access URL: http://arxiv.org/abs/2301.02538

Comparison of Transatlantic Recommendations for Prostate Gland Evaluation with MRI after Focal Therapy (TARGET) and Prostate Imaging after Focal Ablation (PI-FAB) for Detecting Recurrent Prostate Cancer at Prostate MRI

Authors: Esengur, Omer Tarik ^a, Gelikman, David G. ^a, Law, Yan Mee ^b, Yilmaz, Enis C. ^{a, 1}, Harmon, Stephanie A. ^a, Merino, Maria J. ^c, Gurram, Sandeep ^d, Choyke, Peter L. ^a, Wood, Bradford J. ^{e, f}, Pinto, Peter A. ^d, Turkbey, Baris ^{a, ⁎}

Source: In Academic Radiology February 2025 32(2):855-863

Evaluating Biparametric Versus Multiparametric Magnetic Resonance Imaging for Diagnosing Clinically Significant Prostate Cancer: An International, Paired, Noninferiority, Confirmatory Observer Study

Authors: Twilt, Jasper J. ^ac, Saha, Anindo ^ac, Bosma, Joeran S. ^ac, van Ginneken, Bram ^ac, Noordman, Constant R. ^ac, Slootweg, Ivan ^ac, Roest, Christian ^ad, Fransen, Stefan J. ^ad, Sunoqrot, Mohammed R.S. ^{ae, af}, Bathen, Tone F. ^{ae, af}, Rouw, Dennis ^ag, Geerdink, Jeroen ^ah, van Run, Chris ^ac, Groeneveld, Miriam ^ac, Meakin, James ^ac, Immerzeel, Jos J.F.M. ^ai, Yakar, Derya ^{ad, aj}, Elschot, Mattijs ^{ae, af}, Veltman, Jeroen ^ah, Fütterer, Jurgen J. ^ac, de Rooij, Maarten ^ac, Huisman, Henkjan ^{ac, ae}, Bjartell, Anders ^ak, Padhani, Anwar R. ^al, Bonekamp, David ^am, Villeirs, Geert ^an, Salomon, Georg ^ao, Giannarini, Gianluca ^ap, Kalpathy-Cramer, Jayashree ^aq, Barentsz, Jelle ^ai, Maier-Hein, Klaus H. ^{am, ar}, Rusu, Mirabela ^as, Obuchowski, Nancy A. ^at, Rouviere, Olivier ^au, van den Bergh, Roderick ^av, Panebianco, Valeria ^aw, Kasivisvanathan, Veeru ^{ax, ay}, Malakoti-Fard, Afsoun ^az, Mačiūnien, Agnė ^ba, Kawashima, Akira ^bb, Gaivão, Ana M. ^bc, Moreira, Ana S.L. ^bd, Ponsiglione, Andrea ^be, Rappaport, Annelies ^bf, Stanzione, Arnaldo ^be, Ciuvasovas, Arturas ^ba, Turkbey, Baris ^bg, Keyzer, Bart De ^bf, Pedersen, Bodil G. ^bh, Eijlers, Bram ^av, Chen, Christine ^bi, Riccardo, Ciabattoni ^bj, Alis, Deniz ^bk, Courrech Staal, Ewout F.W. ^bl, Thimansson, Erik ^bm, Jäderling, Fredrik ^bn, Langkilde, Fredrik ^bo, Aringhieri, Giacomo ^bp, Brembilla, Giorgio ^bq, Son, Hannah ^br, van der Lelij, Hans ^bl, Raat, Henricus P.J. ^bs, Pikūnienė, Ingrida ^bt, Macova, Iva ^bu, Schoots, Ivo ^{av, aj}, Caglic, Iztok ^bv, Zawaideh, Jeries P. ^bw, Wallström, Jonas ^bo, Bittencourt, Leonardo K. ^bx, Khurram, Misbah ^by, Choi, Moon Hyung ^bz, Takahashi, Naoki ^ca, Tan, Nelly ^bb, Franco, Paolo N. ^cb, Gutierrez, Patricia A. ^cc, Hanus, Petr ^bu, Puech, Philippe ^cc, Rau, Philipp R. ^cd, de Visschere, Pieter ^an, Guillaume, Ramette ^ce, Cuocolo, Renato ^cf, Falcão, Ricardo O. ^cg, van Stiphout, Rogier S.A. ^bs, Girometti, Rossano ^{ch, ci}, Briediene, Ruta ^cj, Grigienė, Rūta ^cj, Gitau, Samuel ^ck, Withey, Samuel ^cl, Ghai, Sangeet ^cm, Penzkofer, Tobias ^cn, Barrett, Tristan ^bv, Tammisetti, Varaha Sai ^co, Løgager, Vibeke B. ^az, Černý, Vladimír ^bu, Venderink, Wulphert ^ac, Law, Yan Mee ^cp, Lee, Young Joon ^cq, Rouvière, Olivier ^{o, p}

Source: In European Urology February 2025 87(2):240-250

Interpreting Prostate Multiparametric MRI: Beyond Adenocarcinoma – Anatomical Variations, Mimickers, and Post-Intervention Changes

Authors: Yilmaz, Enis C. ^⁎, Esengur, Omer Tarik ^⁎, Gelikman, David G. ^⁎, Turkbey, Baris ^{⁎, †, ⁎}

Source: In Seminars in Ultrasound, CT, and MRI February 2025 46(1):2-30

Castration Levels of Testosterone Results in Atrophy of Androgen-sensitive Perineal Muscles: A Potential Biomarker for Male Hypogonadism

Authors: Rathi, Nityam ^{a, 1}, Blake, Zoë ^{a, 1}, Hyman, Jason ^a, Nemirovsky, Daniel R. ^a, Gelikman, David G. ^{a, b}, Hesswani, Charles ^a, Koller, Christopher ^a, Nethala, Daniel ^a, Mendhiratta, Neil ^a, Kenigsberg, Alexander P. ^a, Noun, Jibriel ^a, Dahut, William ^{a, c}, Karzai, Fatima Y. ^{a, c}, Linehan, W. Marston ^a, Pinto, Peter A. ^a, Turkbey, Baris ^{a, b}, Gurram, Sandeep ^{a, ⁎}

Source: In Urology February 2025 196:313-320

No-Reference Image Quality Assessment Of T2-Weighted Magnetic Resonance Images In Prostate Cancer Patients

Authors: Masoudi, Samira, Harmon, Stephanie, Mehralivand, Sherif, Lay, Nathan, Bagci, Ulas, Wood, Bradford J., Pinto, Peter A., Choyke, Peter, Turkbey, Baris

Source: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2021 IEEE 18th International Symposium on. :1201-1205 Apr, 2021

Relation: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)

Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation

Authors: Masoudi, Samira, Anwar, Syed M., Harmon, Stephanie A., Choyke, Peter L., Turkbey, Baris, Bagci, Ulas

Source: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) Engineering in Medicine & Biology Society (EMBC), 2020 42nd Annual International Conference of the IEEE. :1624-1628 Jul, 2020

Relation: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society

Distance Map Supervised Landmark Localization for MR-TRUS Registration

Authors: Song, Xinrui, Xu, Xuanang, Xu, Sheng, Turkbey, Baris, Wood, Bradford J., Sanford, Thomas, Yan, Pingkun

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2210.05738

Development and validation of pan-cancer lesion segmentation AI-model for whole-body 18F-FDG PET/CT in diverse clinical cohorts

Authors: Haque, Fahmida ^a, Chen, Alex ^a, Lay, Nathan ^a, Carrasquillo, Jorge ^b, Mena, Esther ^b, Lindenberg, Liza ^b, Segal, Julia E. ^c, Eclarinal, Philip C. ^b, Talvacchio, Sara ^c, Derkyi, Alberta ^c, Choyke, Peter L. ^b, Pacak, Karel ^{c, d}, Kaplan, Rosandra N. ^e, Lin, Frank I. ^b, Turkbey, Baris ^{a, b}, Harmon, Stephanie A. ^{a, ⁎}

Source: In Computers in Biology and Medicine May 2025 190