Vision Foundation Models for Computed Tomography

Authors: Pai, Suraj, Hadzic, Ibrahim, Bontempi, Dennis, Bressem, Keno, Kann, Benjamin H., Fedorov, Andriy, Mak, Raymond H., Aerts, Hugo J. W. L.

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

Access URL: http://arxiv.org/abs/2501.09001

Generating Synthetic Computed Tomography for Radiotherapy: SynthRAD2023 Challenge Report

Authors: Huijben, Evi M. C., Terpstra, Maarten L., Galapon, Arthur Jr., Pai, Suraj, Thummerer, Adrian, Koopmans, Peter, Afonso, Manya, van Eijnatten, Maureen, Gurney-Champion, Oliver, Chen, Zeli, Zhang, Yiwen, Zheng, Kaiyi, Li, Chuanpu, Pang, Haowen, Ye, Chuyang, Wang, Runqi, Song, Tao, Fan, Fuxin, Qiu, Jingna, Huang, Yixing, Ha, Juhyung, Park, Jong Sung, Alain-Beaudoin, Alexandra, Bériault, Silvain, Yu, Pengxin, Guo, Hongbin, Huang, Zhanyao, Li, Gengwan, Zhang, Xueru, Fan, Yubo, Liu, Han, Xin, Bowen, Nicolson, Aaron, Zhong, Lujia, Deng, Zhiwei, Müller-Franzes, Gustav, Khader, Firas, Li, Xia, Zhang, Ye, Hémon, Cédric, Boussot, Valentin, Zhang, Zhihao, Wang, Long, Bai, Lu, Wang, Shaobin, Mus, Derk, Kooiman, Bram, Sargeant, Chelsea A. H., Henderson, Edward G. A., Kondo, Satoshi, Kasai, Satoshi, Karimzadeh, Reza, Ibragimov, Bulat, Helfer, Thomas, Dafflon, Jessica, Chen, Zijie, Wang, Enpei, Perko, Zoltan, Maspero, Matteo

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2403.08447

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report

Authors: Huijben, Evi M.C., Terpstra, Maarten L., Galapon, Arthur Jr., Pai, Suraj, Thummerer, Adrian, Koopmans, Peter, Afonso, Manya, van Eijnatten, Maureen, Gurney-Champion, Oliver, Chen, Zeli, Zhang, Yiwen, Zheng, Kaiyi, Li, Chuanpu, Pang, Haowen, Ye, Chuyang, Wang, Runqi, Song, Tao, Fan, Fuxin, Qiu, Jingna, Huang, Yixing, Ha, Juhyung, Sung Park, Jong, Alain-Beaudoin, Alexandra, Bériault, Silvain, Yu, Pengxin, Guo, Hongbin, Huang, Zhanyao, Li, Gengwan, Zhang, Xueru, Fan, Yubo, Liu, Han, Xin, Bowen, Nicolson, Aaron, Zhong, Lujia, Deng, Zhiwei, Müller-Franzes, Gustav, Khader, Firas, Li, Xia, Zhang, Ye, Hémon, Cédric, Boussot, Valentin, Zhang, Zhihao, Wang, Long, Bai, Lu, Wang, Shaobin, Mus, Derk, Kooiman, Bram, Sargeant, Chelsea A.H., Henderson, Edward G.A., Kondo, Satoshi, Kasai, Satoshi, Karimzadeh, Reza, Ibragimov, Bulat, Helfer, Thomas, Dafflon, Jessica, Chen, Zijie, Wang, Enpei, Perko, Zoltan, Maspero, Matteo

Source: In Medical Image Analysis October 2024 97

Exploring constraints on CycleGAN-based CBCT enhancement for adaptive radiotherapy

Authors: Pai, Suraj

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

Access URL: http://arxiv.org/abs/2110.04659

Oropharyngeal Tumour Segmentation Using Ensemble 3D PET-CT Fusion Networks for the HECKTOR Challenge
Medical image computing and computer assisted intervention (International conference)

Authors: Rao, Chinmay, Pai, Suraj, Hadzic, Ibrahim, Zhovannik, Ivan, Bontempi, Dennis, Dekker, Andre, Teuwen, Jonas, Traverso, Alberto

Source: Lecture notes in computer science. 12603:65-77

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN606574575&indx=1&recIds=ETOCCN606574575

Painful chest wall swelling: First rib osteochondroma in a paediatric patient with Hereditary Multiple Exostoses.

Authors: Pai, Suraj, Kamath, K. Ramachandra, Dhawan, Samaksh, Baliga, Saiprasad Sarvothama

Source: BMJ Case Reports; Feb2025, Vol. 18 Issue 2, p1-4, 4p

Head and neck tumor segmentation in PET/CT: The HECKTOR challenge

Authors: Oreiller, Valentin, Andrearczyk, Vincent, Jreige, Mario, Boughdad, Sarah, Elhalawani, Hesham, Castelli, Joel, Vallières, Martin, Zhu, Simeng, Xie, Juanying, Peng, Ying, Iantsen, Andrei, Hatt, Mathieu, Yuan, Yading, Ma, Jun, Yang, Xiaoping, Rao, Chinmay, Pai, Suraj, Ghimire, Kanchan, Feng, Xue, Naser, Mohamed A., Fuller, Clifton D., Yousefirizi, Fereshteh, Rahmim, Arman, Chen, Huai, Wang, Lisheng, Prior, John O., Depeursinge, Adrien

Source: In Medical Image Analysis April 2022 77

Artificial Intelligence in Radiation Therapy

Authors: Fu, Yabo, Zhang, Hao, Morris, Eric D., Glide-Hurst, Carri K., Pai, Suraj, Traverso, Alberto, Wee, Leonard, Hadzic, Ibrahim, Lonne, Per-Ivar, Shen, Chenyang, Liu, Tian, Yang, Xiaofeng

Source: IEEE transactions on radiation and plasma medical sciences. 6(2):158-181

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100140395738.0x000001&indx=1&recIds=ETOCvdc_100140395738.0x000001

SULT1A1 (Minoxidil Sulfotransferase) enzyme booster significantly improves response to topical minoxidil for hair regrowth

Authors: Dhurat, Rachita, Daruwalla, Sanober, Pai, Suraj, Kovacevic, Maja, McCoy, John, Shapiro, Jerry, Sinclair, Rod, Vano‐Galvan, Sergio, Goren, Andy

Source: Journal of cosmetic dermatology. 21(1):343-346

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100138797999.0x000001&indx=1&recIds=ETOCvdc_100138797999.0x000001

Surgical revascularisation in an adult with coarctation of the aorta.

Authors: Joseph, Jocilin, Swarna, Sindhu, Pai, Suraj

Source: BMJ Case Reports; Jan2025, Vol. 18 Issue 1, p1-4, 4p

Clinical outcomes and resource utilization analysis in patients with rheumatoid arthritis undergoing endoscopic retrograde cholangiopancreatography

Authors: Ahmed, Ahmed, Kahlam, Aaron, Pai, Suraj, Ahlawat, Sushil

Source: JGH open. 5(3):396-400

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100122890903.0x000001&indx=1&recIds=ETOCvdc_100122890903.0x000001

Radiomics integration into a picture archiving and communication system

Authors: Zhovannik, Ivan, Pai, Suraj, da Silva Santos, Talia A., van Driel, Lars L.G., Dekker, Andre, Fijten, Rianne, Traverso, Alberto, Bussink, Johan, Monshouwer, René

Source: Physics and imaging in radiation oncology. 20:30-33

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100150542046.0x000001&indx=1&recIds=ETOCvdc_100150542046.0x000001

Histopathological aneurysmal variant of dermatofibroma—A rare entity known for malignant appearance and recurrence

Authors: Gitte, Dhanraj, Ghate, Smita, Dhurat, Rachita, Pai, Suraj

Source: Indian journal of dermatopathology and diagnostic dermatology. 9(1):34-36

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100164435532.0x000001&indx=1&recIds=ETOCvdc_100164435532.0x000001

Tu1545 STAGE MIGRATION AFTER RADIATION THERAPIES FOR HEPATOCELLULAR CARCINOMA IS A SURROGATE OF OVERALL SURVIVAL

Authors: Pai, Suraj, Zhao, Zhe, Mendiratta-Lala, Mishal, Cuneo, Kyle, Evans, Joseph R., Christensen, Jared A., Singal, Amit G., Parikh, Neehar D.

Source: Gastroenterology. 164(6):S-1409-S-1409

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194448180.0x000001&indx=1&recIds=ETOCvdc_100194448180.0x000001

Frequency-Domain-Based Structure Losses for CycleGAN-Based Cone-Beam Computed Tomography Translation.

Authors: Pai, Suraj¹ (AUTHOR) b.pai@maastrichtuniversity.nl, Hadzic, Ibrahim¹ (AUTHOR), Rao, Chinmay² (AUTHOR), Zhovannik, Ivan¹ (AUTHOR), Dekker, Andre¹ (AUTHOR), Traverso, Alberto¹ (AUTHOR), Asteriadis, Stylianos³ (AUTHOR), Hortal, Enrique³ (AUTHOR) b.pai@maastrichtuniversity.nl

Source: Sensors (14248220). Feb2023, Vol. 23 Issue 3, p1089. 20p.

Subject Terms: *CONE beam computed tomography, *COMPUTED tomography, *GEOMETRIC tomography, *IMAGE reconstruction algorithms, *DIAGNOSTIC imaging

Automated 3D sign language caption generation for video

Authors: Mehta, Nayan, Pai, Suraj, Singh, Sanjay

Source: Universal access in the information society. 19(4):725-738

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100168225545.0x000001&indx=1&recIds=ETOCvdc_100168225545.0x000001

End-to-end reproducible AI pipelines in radiology using the cloud.

Authors: Bontempi, Dennis, Nuernberg, Leonard, Pai, Suraj, Krishnaswamy, Deepa, Thiriveedhi, Vamsi, Hosny, Ahmed, Mak, Raymond H., Farahani, Keyvan, Kikinis, Ron, Fedorov, Andrey, Aerts, Hugo J. W. L.

Source: Nature Communications; 8/13/2024, Vol. 15 Issue 1, p1-9, 9p

Subject Terms: SCIENTIFIC literature, ARTIFICIAL intelligence, TUMOR markers, CLOUD computing, LUNG cancer, DEEP learning

459: Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report

Authors: Huiben, Evi, Terpstra, Maarten, Galapon, Arthur Jr, Pai, Suraj, Thummerer, Adrian, Koopmans, Peter, Afonso, Manya, van Eijnatten, Maureen, Gurney-Champion, Oliver, Perko, Zoltan, Maspero, Matteo

Source: In Radiotherapy and Oncology May 2024 194 Supplement 1:S3762-S3766

Foundation model for cancer imaging biomarkers.

Authors: Pai, Suraj, Bontempi, Dennis, Hadzic, Ibrahim, Prudente, Vasco, Sokač, Mateo, Chaunzwa, Tafadzwa L., Bernatz, Simon, Hosny, Ahmed, Mak, Raymond H., Birkbak, Nicolai J., Aerts, Hugo J. W. L.

Source: Nature Machine Intelligence; Mar2024, Vol. 6 Issue 3, p354-367, 14p

Novel Blood-Based Biomarkers for HCC.

Authors: Pai, Suraj, Parikh, Neehar D.

Source: Current Hepatology Reports; Mar2024, Vol. 23 Issue 1, p174-184, 11p