FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

Authors: Lekadir, Karim, Feragen, Aasa, Fofanah, Abdul Joseph, Frangi, Alejandro F, Buyx, Alena, Emelie, Anais, Lara, Andrea, Porras, Antonio R, Chan, An-Wen, Navarro, Arcadi, Glocker, Ben, Botwe, Benard O, Khanal, Bishesh, Beger, Brigit, Wu, Carol C, Cintas, Celia, Langlotz, Curtis P, Rueckert, Daniel, Mzurikwao, Deogratias, Fotiadis, Dimitrios I, Zhussupov, Doszhan, Ferrante, Enzo, Meijering, Erik, Weicken, Eva, González, Fabio A, Asselbergs, Folkert W, Prior, Fred, Krestin, Gabriel P, Collins, Gary, Tegenaw, Geletaw S, Kaissis, Georgios, Misuraca, Gianluca, Tsakou, Gianna, Dwivedi, Girish, Kondylakis, Haridimos, Jayakody, Harsha, Woodruf, Henry C, Mayer, Horst Joachim, Aerts, Hugo JWL, Walsh, Ian, Chouvarda, Ioanna, Buvat, Irène, Tributsch, Isabell, Rekik, Islem, Duncan, James, Kalpathy-Cramer, Jayashree, Zahir, Jihad, Park, Jinah, Mongan, John, Gichoya, Judy W, Schnabel, Julia A, Kushibar, Kaisar, Riklund, Katrine, Mori, Kensaku, Marias, Kostas, Amugongo, Lameck M, Fromont, Lauren A, Maier-Hein, Lena, Alberich, Leonor Cerdá, Rittner, Leticia, Phiri, Lighton, Marrakchi-Kacem, Linda, Donoso-Bach, Lluís, Martí-Bonmatí, Luis, Cardoso, M Jorge, Bobowicz, Maciej, Shabani, Mahsa, Tsiknakis, Manolis, Zuluaga, Maria A, Bielikova, Maria, Fritzsche, Marie-Christine, Camacho, Marina, Linguraru, Marius George, Wenzel, Markus, De Bruijne, Marleen, Tolsgaard, Martin G, Ghassemi, Marzyeh, Ashrafuzzaman, Md, Goisauf, Melanie, Yaqub, Mohammad, Abadía, Mónica Cano, Mahmoud, Mukhtar M E, Elattar, Mustafa, Rieke, Nicola, Papanikolaou, Nikolaos, Lazrak, Noussair, Díaz, Oliver, Salvado, Olivier, Pujol, Oriol, Sall, Ousmane, Guevara, Pamela, Gordebeke, Peter, Lambin, Philippe, Brown, Pieta, Abolmaesumi, Purang, Dou, Qi, Lu, Qinghua, Osuala, Richard, Nakasi, Rose, Zhou, S Kevin, Napel, Sandy, Colantonio, Sara, Albarqouni, Shadi, Joshi, Smriti, Carter, Stacy, Klein, Stefan, Petersen, Steffen E, Aussó, Susanna, Awate, Suyash, Raviv, Tammy Riklin, Cook, Tessa, Mutsvangwa, Tinashe E M, Rogers, Wendy A, Niessen, Wiro J, Puig-Bosch, Xènia, Zeng, Yi, Mohammed, Yunusa G, Aquino, Yves Saint James, Salahuddin, Zohaib, Starmans, Martijn P A

Subject Terms: Computer Science - Computers and Society, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, I.2.0, I.4.0, I.5.0

Access URL: http://arxiv.org/abs/2309.12325

Issues and Challenges in Applications of Artificial Intelligence to Nuclear Medicine -- The Bethesda Report (AI Summit 2022)

Authors: Rahmim, Arman, Bradshaw, Tyler J., Buvat, Irène, Dutta, Joyita, Jha, Abhinav K., Kinahan, Paul E., Li, Quanzheng, Liu, Chi, McCradden, Melissa D., Saboury, Babak, Siegel, Eliot, Sunderland, John J., Wahl, Richard L.

Subject Terms: Physics - Medical Physics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2211.03783

Future directions in the evaluation and management of newly diagnosed metastatic cancer

Authors: Lehrer, Eric J. ^{a, ⁎, 1}, Khunsriraksakul, Chachrit ^{b, 1}, Garrett, Sara ^b, Trifiletti, Daniel M. ^c, Sheehan, Jason P. ^d, Guckenberger, Matthias ^e, Louie, Alexander V. ^f, Siva, Shankar ^g, Ost, Piet ^{h, i}, Goodman, Karyn A. ^j, Dawson, Laura A. ^k, Tchelebi, Leila T. ^l, Yang, Jonathan T. ^m, Showalter, Timothy N. ⁿ, Park, Henry S. ^o, Spratt, Daniel E. ^p, Kishan, Amar U. ^q, Gupta, Gaorav P. ^r, Shah, Chirag ^s, Fanti, Stefano ^t, Calais, Jeremie ^u, Wang, Ming ^v, Schmitz, Kathryn ^w, Liu, Dajiang ^x, Abraham, John A. ^y, Dess, Robert T. ^z, Buvat, Irène ^aa, Solomon, Benjamin ^ab, Zaorsky, Nicholas G. ^{p, ⁎⁎}

Source: In Critical Reviews in Oncology / Hematology April 2025 208

Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time?

Authors: Goya-Outi, Jessica, Calmon, Raphael, Orlhac, Fanny, Philippe, Cathy, Boddaert, Nathalie, Puget, Stephanie, Buvat, Irene, Frouin, Vincent, Grill, Jacques, Frouin, Frederique

Source: 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) Biomedical & Health Informatics (BHI), 2019 IEEE EMBS International Conference on. :1-4 May, 2019

Relation: 2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)

18F-FDG-PET dissemination features in diffuse large B cell lymphoma are predictive of outcome

Authors: Cottereau, Anne-Ségolène, Nioche, Christophe, Dirand, Anne-Sophie, Clerc, Jérôme, Morschhauser, Franck, Casasnovas, Olivier, Meignan, Michel, Buvat, Irène

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2012.14179

Exploring the relation between MR ZTE intensity and tissue density: Application to MR attenuation correction in PET/MR

Authors: Khalife, Maya, Fernandez, Brice, Nioche, Christophe, Soussan, Michael, Buvat, Irene, Brulon, Vincent

Source: 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD) Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD), 2016. :1-4 Oct, 2016

Relation: 2016 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room-Temperature Semiconductor Detector Workshop (NSS/MIC/RTSD)

European Association of Nuclear Medicine (EANM) Focus 4 consensus recommendations: molecular imaging and therapy in haematological tumours

Authors: Nanni, Cristina ^{†, *}, Kobe, Carsten ^†, Baeßler, Bettina, Baues, Christian, Boellaard, Ronald, Borchmann, Peter, Buck, Andreas, Buvat, Irène, Chapuy, Björn, Cheson, Bruce D, Chrzan, Robert, Cottereau, Ann-Segolene, Dührsen, Ulrich, Eikenes, Live, Hutchings, Martin, Jurczak, Wojciech, Kraeber-Bodéré, Françoise, Lopci, Egesta, Luminari, Stefano, MacLennan, Steven, Mikhaeel, N George, Nijland, Marcel, Rodríguez-Otero, Paula, Treglia, Giorgio, Withofs, Nadia, Zamagni, Elena, Zinzani, Pier Luigi, Zijlstra, Josée M, Herrmann, Ken ^†, Kunikowska, Jolanta ^†

Source: In The Lancet Haematology May 2023 10(5):e367-e381

3D+t segmentation of PET images using spectral clustering

Authors: Zbib, Hiba, Kdouh, Salam, Mouysset, Sandrine, Stute, Simon, Girault, Jean-Marc, Charara, Jamal, Nassereddme, Mohammad, Mcheik, Ali, Buvat, Irene, Tauber, Clovis

Source: 2015 International Conference on Advances in Biomedical Engineering (ICABME) Advances in Biomedical Engineering (ICABME), 2015 International Conference on. :49-52 Sep, 2015

Relation: 2015 International Conference on Advances in Biomedical Engineering (ICABME)

Prognostic value of lesion dissemination in doxorubicin, bleomycin, vinblastine, and dacarbazine‐treated, interimPET‐negative classical Hodgkin Lymphoma patients: A radio‐genomic study

Authors: Durmo, Rexhep, Donati, Benedetta, Rebaud, Louis, Cottereau, Anne Segolene, Ruffini, Alessia, Nizzoli, Maria Elena, Ciavarella, Sabino, Vegliante, Maria Carmela, Nioche, Christophe, Meignan, Michel, Merli, Francesco, Versari, Annibale, Ciarrocchi, Alessia, Buvat, Irene, Luminari, Stefano

Source: Hematological oncology. 40(4):645-657

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194610093.0x000001&indx=1&recIds=ETOCvdc_100194610093.0x000001

Curative high‐dose reirradiation for patients with recurrent head and neck squamous cell carcinoma using IMRT or proton therapy: Outcomes and analysis of patterns of failure

Authors: Beddok, Arnaud, Saint‐Martin, Caroline, Krhili, Samar, Eddine, Catherine Ala, Champion, Laurence, Chilles, Anne, Goudjil, Farid, Zefkili, Sofia, Amessis, Malika, Peurien, Dominique, Choussy, Olivier, Tourneau, Christophe, Dendale, Remi, Buvat, Irene, Créhange, Gilles, Calugaru, Valentin

Source: Head & neck. 44(11):2452-2464

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100162571600.0x000001&indx=1&recIds=ETOCvdc_100162571600.0x000001

Pre-treatment [18F]FDG PET/CT biomarkers for the prediction of antibody–drug conjugates efficacy in metastatic breast cancer.

Authors: Seban, Romain-David, Champion, Laurence, De Moura, Alexandre, Lerebours, Florence, Loirat, Delphine, Pierga, Jean-Yves, Djerroudi, Lounes, Genevee, Thomas, Huchet, Virginie, Jehanno, Nina, Bidard, Francois-Clement, Buvat, Irene

Source: European Journal of Nuclear Medicine & Molecular Imaging; Jan2025, Vol. 52 Issue 2, p708-718, 11p

Subject Terms: METASTATIC breast cancer, CANCER invasiveness, PROGRESSION-free survival, SURVIVAL rate, OVERALL survival

Clinical and technical challenges of cancer reirradiation: Words of wisdom

Authors: Beddok, Arnaud, Calugaru, Valentin, de Marzi, Ludovic, Graff, Pierre, Dumas, Jean-Luc, Goudjil, Farid, Dendale, Rémi, Minsat, Mathieu, Verrelle, Pierre, Buvat, Irène, Créhange, Gilles

Source: In Critical Reviews in Oncology / Hematology June 2022 174

Clever Hans effect found in a widely used brain tumour MRI dataset

Authors: Wallis, David, Buvat, Irène

Source: In Medical Image Analysis April 2022 77

Optimized spectral clustering for segmentation of dynamic PET images

Authors: Zbib, Hiba, Mouysset, Sandrine, Stute, Simon, Girault, Jean-Marc, Charara, Jamal, Chalon, Sylvie, Galineau, Laurent, Buvat, Irene, Tauber, Clovis

Source: 2013 2nd International Conference on Advances in Biomedical Engineering Advances in Biomedical Engineering (ICABME), 2013 2nd International Conference on. :22-25 Sep, 2013

Relation: 2013 2nd International Conference on Advances in Biomedical Engineering (ICABME)

Vector-based active surfaces for segmentation of dynamic PET images

Authors: Jaouen, Vincent, Gonzalez, Paulo, Stute, Simon, Guilloteau, Denis, Buvat, Irene, Tauber, Clovis

Source: 2013 IEEE 10th International Symposium on Biomedical Imaging Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on. :61-64 Apr, 2013

Relation: 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI 2013)

Hybrid GATE: A GPU/CPU implementation for imaging and therapy applications

Authors: Bert, Julien, Perez-Ponce, Hector, Jan, Sebastien, El Bitar, Ziad, Gueth, Pierre, Cuplov, Vesna, Chekatt, Hocine, Benoit, Didier, Sarrut, David, Boursier, Yannick, Brasse, David, Buvat, Irene, Morel, Christian, Visvikis, Dimitris

Source: 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE. :2247-2250 Oct, 2012

Relation: 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference (2012 NSS/MIC)

Optical imaging simulation using GATE

Authors: Cuplov, Vesna, Buvat, Irene, Mesradi, Mohamed, Pain, Frederic, Jan, Sebastien

Source: 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference Record (NSS/MIC) Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE. :2614-2617 Oct, 2012

Relation: 2012 IEEE Nuclear Science Symposium and Medical Imaging Conference (2012 NSS/MIC)

Comparison of different segmentation approaches without using gold standard. Application to the estimation of the left ventricle ejection fraction from cardiac cine MRI sequences

Authors: Lebenberg, Jessica, Buvat, Irene, Garreau, Mireille, Casta, Christopher, Constantinides, Constantin, Cousty, Jean, Cochet, Alexandre, Jehan-Besson, Stephanie, Tilmant, Christophe, Lefort, Muriel, Roullot, Elodie, Najman, Laurent, Sarry, Laurent, Clarysse, Patrick, de Cesare, Alain, Lalande, Alain, Frouin, Frederique

Source: 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE. :2663-2666 Aug, 2011

Relation: 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Radiomics in PET Imaging: A Practical Guide for Newcomers

Authors: Orlhac, Fanny, Nioche, Christophe, Klyuzhin, Ivan, Rahmim, Arman, Buvat, Irène

Source: In PET Clinics October 2021 16(4):597-612

Potentials and caveats of AI in hybrid imaging

Authors: Shiyam Sundar, Lalith Kumar, Muzik, Otto, Buvat, Irène, Bidaut, Luc, Beyer, Thomas

Source: In Methods April 2021 188:4-19