Artificial Intelligence-Based Opportunistic Coronary Calcium Screening in the Veterans Affairs National Healthcare System

Authors: Hagopian, Raffi, Strebel, Timothy, Bernatz, Simon, Myers, Gregory A, Offerman, Erik, Zuniga, Eric, Kim, Cy Y, Ng, Angie T, Iwaz, James A, Singh, Sunny P, Carey, Evan P, Kim, Michael J, Schaefer, R Spencer, Yu, Jeannie, Gentili, Amilcare, Aerts, Hugo JWL

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.09968

MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT

Authors: Häntze, Hartmut, Xu, Lina, Mertens, Christian J., Dorfner, Felix J., Donle, Leonhard, Busch, Felix, Kader, Avan, Ziegelmayer, Sebastian, Bayerl, Nadine, Navab, Nassir, Rueckert, Daniel, Schnabel, Julia, Aerts, Hugo JWL, Truhn, Daniel, Bamberg, Fabian, Weiß, Jakob, Schlett, Christopher L., Ringhof, Steffen, Niendorf, Thoralf, Pischon, Tobias, Kauczor, Hans-Ulrich, Nonnenmacher, Tobias, Kröncke, Thomas, Völzke, Henry, Schulz-Menger, Jeanette, Maier-Hein, Klaus, Prokop, Mathias, van Ginneken, Bram, Hering, Alessa, Makowski, Marcus R., Adams, Lisa C., Bressem, Keno K.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, J.3

Access URL: http://arxiv.org/abs/2405.06463

LongHealth: A Question Answering Benchmark with Long Clinical Documents

Authors: Adams, Lisa, Busch, Felix, Han, Tianyu, Excoffier, Jean-Baptiste, Ortala, Matthieu, Löser, Alexander, Aerts, Hugo JWL., Kather, Jakob Nikolas, Truhn, Daniel, Bressem, Keno

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2401.14490

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

Large Language Models to Identify Social Determinants of Health in Electronic Health Records

Authors: Guevara, Marco, Chen, Shan, Thomas, Spencer, Chaunzwa, Tafadzwa L., Franco, Idalid, Kann, Benjamin, Moningi, Shalini, Qian, Jack, Goldstein, Madeleine, Harper, Susan, Aerts, Hugo JWL, Savova, Guergana K., Mak, Raymond H., Bitterman, Danielle S.

Source: NPJ Digit Med. 2024 Jan 11;7(1):6

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2308.06354

Enrichment of the NLST and NSCLC-Radiomics computed tomography collections with AI-derived annotations

Authors: Krishnaswamy, Deepa, Bontempi, Dennis, Thiriveedhi, Vamsi, Punzo, Davide, Clunie, David, Bridge, Christopher P, Aerts, Hugo JWL, Kikinis, Ron, Fedorov, Andrey

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2306.00150

Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification

Authors: Chen, Shan, Li, Yingya, Lu, Sheng, Van, Hoang, Aerts, Hugo JWL, Savova, Guergana K., Bitterman, Danielle S.

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2304.02496

Natural language processing to automatically extract the presence and severity of esophagitis in notes of patients undergoing radiotherapy

Authors: Chen, Shan, Guevara, Marco, Ramirez, Nicolas, Murray, Arpi, Warner, Jeremy L., Aerts, Hugo JWL, Miller, Timothy A., Savova, Guergana K., Mak, Raymond H., Bitterman, Danielle S.

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2303.13722

MEDBERT.de: A Comprehensive German BERT Model for the Medical Domain

Authors: Bressem, Keno K., Papaioannou, Jens-Michalis, Grundmann, Paul, Borchert, Florian, Adams, Lisa C., Liu, Leonhard, Busch, Felix, Xu, Lina, Loyen, Jan P., Niehues, Stefan M., Augustin, Moritz, Grosser, Lennart, Makowski, Marcus R., Aerts, Hugo JWL., Löser, Alexander

Source: Expert Systems with Applications 2024;237(21):121598

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2303.08179

What Does DALL-E 2 Know About Radiology?

Authors: Adams, Lisa C., Busch, Felix, Truhn, Daniel, Makowski, Marcus R., Aerts, Hugo JWL., Bressem, Keno K.

Source: J Med Internet Res 2023;25:e43110

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

Access URL: http://arxiv.org/abs/2209.13696

Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors

Authors: Tohidinezhad, Fariba, Bontempi, Dennis, Zhang, Zhen, Dingemans, Anne-Marie, Aerts, Joachim, Bootsma, Gerben, Vansteenkiste, Johan, Hashemi, Sayed, Smit, Egbert, Gietema, Hester, Aerts, Hugo JWL., Dekker, Andre, Hendriks, Lizza E.L., Traverso, Alberto, De Ruysscher, Dirk

Source: European journal of cancer. 183:142-151

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100192937411.0x000001&indx=1&recIds=ETOCvdc_100192937411.0x000001

ModelHub.AI: Dissemination Platform for Deep Learning Models

Authors: Hosny, Ahmed, Schwier, Michael, Berger, Christoph, Örnek, Evin P, Turan, Mehmet, Tran, Phi V, Weninger, Leon, Isensee, Fabian, Maier-Hein, Klaus H, McKinley, Richard, Lu, Michael T, Hoffmann, Udo, Menze, Bjoern, Bakas, Spyridon, Fedorov, Andriy, Aerts, Hugo JWL

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

Access URL: http://arxiv.org/abs/1911.13218

Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs

Authors: Busch, Felix, Xu, Lina, Sushko, Dmitry, Weidlich, Matthias, Truhn, Daniel, Müller-Franzes, Gustav, Heimer, Maurice M., Niehues, Stefan M., Makowski, Marcus R., Hinsche, Markus, Vahldiek, Janis L., Aerts, Hugo JWL., Adams, Lisa C., Bressem, Keno K.

Source: In Computer Methods and Programs in Biomedicine June 2023 234

Repeatability of Multiparametric Prostate MRI Radiomics Features

Authors: Schwier, Michael, van Griethuysen, Joost, Vangel, Mark G, Pieper, Steve, Peled, Sharon, Tempany, Clare M, Aerts, Hugo JWL, Kikinis, Ron, Fennessy, Fiona M, Fedorov, Andrey

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

Access URL: http://arxiv.org/abs/1807.06089

Prediction of Distant Metastases After Stereotactic Body Radiation Therapy for Early Stage NSCLC: Development and External Validation of a Multi-Institutional Model.

Authors: Gao, Sarah J., Jin, Lan, Meadows, Hugh W., Shafman, Timothy D., Gross, Cary P., Yu, James B., Aerts, Hugo J.W. L., Miccio, Joseph A., Stahl, John M., Mak, Raymond H., Decker, Roy H., Kann, Benjamin H., Gao, Sarah, Shafman, Timothy, Aerts, Hugo Jwl

Source: Journal of Thoracic Oncology; Mar2023, Vol. 18 Issue 3, p339-349, 11p

Inter-scan and inter-observer tumour volume delineation variability on cone beam computed tomography in patients treated with stereotactic body radiation therapy for early-stage non-small cell lung cancer.

Authors: Hou, Ying, Lee, Stephanie, Agrawal, Vishesh, Romano, John, Baldini, Elizabeth H, Chen, Aileen B, Kozono, David E, Killoran, Joseph H, Wagar, Matthew, Hacker, Fred L, Aerts, Hugo JWL, Lewis, John H, Mak, Raymond H

Source: Journal of Medical Imaging & Radiation Oncology; Feb2017, Vol. 61 Issue 1, p93-98, 6p

Subject Terms: CANCER treatment, NON-small-cell lung carcinoma, CONE beam computed tomography, STEREOTACTIC radiosurgery, RADIOTHERAPY treatment planning, INTER-observer reliability, ANTHROPOMETRY, COMPUTED tomography, LUNGS, LUNG cancer, LUNG tumors, RADIOSURGERY, RESEARCH evaluation, RESEARCH bias

Artificial Intelligence Applications to Improve the Treatment of Locally Advanced Non-Small Cell Lung Cancers.

Authors: Hope, Andrew, Verduin, Maikel, Dilling, Thomas J, Choudhury, Ananya, Fijten, Rianne, Wee, Leonard, Aerts, Hugo JWL, El Naqa, Issam, Mitchell, Ross, Vooijs, Marc, Dekker, Andre, de Ruysscher, Dirk, Traverso, Alberto, Cappabianca, Salvatore

Source: Cancers; 5/15/2021, Vol. 13 Issue 10, p2382-2382, 1p

Subject Terms: LUNG cancer, DEEP learning, SURVIVAL, MEDICAL databases, INFORMATION storage & retrieval systems, ARTIFICIAL intelligence, HEALTH outcome assessment, DECISION support systems, GENOMICS, ELECTRONIC health records, MEDICAL needs assessment