Towards a perturbation-based explanation for medical AI as differentiable programs

Authors: Abe, Takeshi, Asai, Yoshiyuki

Subject Terms: Statistics - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.14001

Factors associated with non-intervention of antifibrotic agents in IPF patients

Authors: Asami-Noyama, Maki, Hamada, Kazuki, Asai, Yoshiyuki, Abe, Takeshi, Yonezawa, Kosei, Watanabe, Michiya, Hisamoto, Yukari, Murakawa, Keita, Fukatsu, Ayumi, Matsuda, Kazuki, Ohata, Shuichiro, Suetake, Ryo, Murata, Yoriyuki, Yamaji, Yoshikazu, Oishi, Keiji, Edakuni, Nobutaka, Hirano, Tsunahiko, Kakugawa, Tomoyuki, Matsunaga, Kazuto

Source: In Respiratory Investigation November 2024 62(6):1124-1131

Detection of quadratic phase coupling by cross-bicoherence and spectral Granger causality in bifrequencies interactions.

Authors: Abe, Takeshi^1,2, Asai, Yoshiyuki^1,2,3, Lintas, Alessandra^4,5, Villa, Alessandro E. P.⁵ alessandro.villa@unil.ch

Source: Scientific Reports. 9/3/2024, Vol. 14 Issue 1, p1-15. 15p.

Subject Terms: *GRANGER causality test, *SIGNAL-to-noise ratio, *SIGNAL processing, *VECTOR error-correction models, *TIME series analysis

Estimating Culprit Drugs for Adverse Drug Reactions Based on Bayesian Inference

Authors: Hamada, Kazuki, Abe, Takeshi, Kouda, Kyoji, Nakatsui, Masahiko, Kitahara, Takashi, Matsunaga, Kazuto, Asai, Yoshiyuki

Source: Clinical pharmacology & therapeutics. 113(5):1117-1124

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100189922757.0x000001&indx=1&recIds=ETOCvdc_100189922757.0x000001

Simulation to optimize a DC microgrid in Okinawa

Authors: Sakagami, Taichiro, Asai, Yoshiyuki, Kitano, Hiroaki

Source: 2016 IEEE International Conference on Sustainable Energy Technologies (ICSET) Sustainable Energy Technologies (ICSET), 2016 IEEE International Conference on. :214-219 Nov, 2016

Relation: 2016 IEEE International Conference on Sustainable Energy Technologies (ICSET)

Performance of a DC-based microgrid system in Okinawa

Authors: Sakagami, Taichiro, Werth, Annette, Tokoro, Mario, Asai, Yoshiyuki, Kawamoto, Daisuke, Kitano, Hiroaki

Source: 2015 International Conference on Renewable Energy Research and Applications (ICRERA) Renewable Energy Research and Applications (ICRERA), 2015 International Conference on. :311-316 Nov, 2015

Relation: 2015 International Conference on Renewable Energy Research and Applications (ICRERA)

Development and validation of the surmising model for volumetric breast density using X-ray exposure conditions in digital mammography.

Authors: Yamamuro, Mika¹ (AUTHOR), Asai, Yoshiyuki¹ (AUTHOR) asai@med.kindai.ac.jp, Yamada, Takahiro² (AUTHOR), Kimura, Yuichi³ (AUTHOR), Ishii, Kazunari⁴ (AUTHOR), Kondo, Yohan⁵ (AUTHOR)

Source: Medical & Biological Engineering & Computing. Jan2025, Vol. 63 Issue 1, p169-179. 11p.

Subject Terms: *Time series analysis, Digital mammography, Breast, Mammary glands, Breast cancer, Mammograms

Autologous Multilayered Fibroblast Sheets Can Reinforce Bronchial Stump in a Rat Model

Authors: Yoshimine, Sota, Ueno, Koji, Murakami, Junichi, Saito, Toshiro, Suzuki, Ryo, Asai, Yoshiyuki, Ikeda, Eiji, Tanaka, Toshiki, Hamano, Kimikazu

Source: Seminars in thoracic and cardiovascular surgery. 34(1):349-358

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100157010959.0x000001&indx=1&recIds=ETOCvdc_100157010959.0x000001

The Ile35 Residue of the ALS-Associated Mutant SOD1 Plays a Crucial Role in the Intracellular Aggregation of the Molecule.

Authors: Asai, Yoshiyuki, Yano, Kyoka, Higashino, Tomoyuki, Yoshihara, Daisaku, Sakiyama, Haruhiko, Eguchi, Hironobu, Fukushima, Kazuaki, Suzuki, Keiichiro, Fujiwara, Noriko

Source: Molecular Neurobiology; Feb2025, Vol. 62 Issue 2, p2023-2038, 16p

A versatile platform for multilevel modeling of physiological systems: Template/instance framework for large-scale modeling and simulation

Authors: Asai, Yoshiyuki, Abe, Takeshi, Oka, Hideki, Okita, Masao, Okuyama, Tomohiro, Hagihara, Ken-ichi, Ghosh, Samik, Matsuoka, Yukiko, Kurachi, Yoshihisa, Kitano, Hrioaki

Source: 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE. :5529-5532 Jul, 2013

Relation: 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Multilevel Modeling of Physiological Systems and Simulation Platform: PhysioDesigner, Flint and Flint K3 Service

Authors: Asai, Yoshiyuki, Abe, Takeshi, Okita, Masao, Okuyama, Tomohiro, Yoshioka, Nobukazu, Yokoyama, Shigetsohi, Nagaku, Masaru, Hagihara, Ken-Ichi, Kitano, Hiroaki

Source: 2012 IEEE/IPSJ 12th International Symposium on Applications and the Internet Applications and the Internet (SAINT), 2012 IEEE/IPSJ 12th International Symposium on. :215-219 Jul, 2012

Relation: 2012 IEEE/IPSJ 12th International Symposium on Applications and the Internet (SAINT)

An Open Platform toward Large-Scale Multilevel Modeling and Simulation of Physiological Systems

Authors: Asai, Yoshiyuki, Oka, Hideki, Abe, Takeshi, Okita, Masao, Hagihara, Ken-ichi, Nomura, Taishin, Kitano, Hiroaki

Source: 2011 IEEE/IPSJ International Symposium on Applications and the Internet Applications and the Internet (SAINT), 2011 IEEE/IPSJ 11th International Symposium on. :250-255 Jul, 2011

Relation: 2011 IEEE/IPSJ 11th International Symposium on Applications and the Internet (SAINT)

Robustness of a U-net model for different image processing types in segmentation of the mammary gland region
16th International Workshop on Breast Imaging (IWBI2022)

Authors: Yamamuro, Mika, Asai, Yoshiyuki, Hashimoto, Naomi, Yasuda, Nao, Kimura, Hiroto, Yamada, Takahiro, Nemoto, Mitsutaka, Kimura, Yuichi, Handa, Hisashi, Yoshida, Hisashi

Source: Proceedings of SPIE, the International Society for Optical Engineering. 12286:122860T-122860T-6

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900048485&indx=1&recIds=ETOCCN900048485

A platform for in silico modeling of physiological systems III

Authors: Suzuki, Yasuyuki, Asai, Yoshiyuki, Oka, Hideki, Heien, Eric, Urai, Takahito, Okamoto, Tatsuhide, Yumikura, Yosuke, Tominaga, Keisuke, Kido, Yoshiyuki, Nakanishi, Masao, Hagihara, Kenichi, Kurachi, Yoshihisa, Nomura, Taishin

Source: 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE. :2803-2806 Sep, 2009

Relation: 2009 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Integrative and theoretical research on the architecture of a biological system and its disorder

Authors: Uchida, Shinichi ¹, Asai, Yoshiyuki ², Kariya, Yoshiaki ³, Tsumoto, Kunichika ^{4, 5, 6}, Hibino, Hiroshi ^{7, 8, e}, Honma, Masashi ³, Abe, Takeshi ², Nin, Fumiaki ^{7, 8}, Kurata, Yasutaka ⁶, Furutani, Kazuharu ⁹, Suzuki, Hiroshi ³, Kitano, Hiroaki ¹⁰, Inoue, Ryuji ^{11, p}, Kurachi, Yoshihisa ^{4, 5, q}

Source: In The Journal of Physiological Sciences May 2019 69(3):433-451

Granger Causality to Reveal Functional Connectivity in the Mouse Basal Ganglia-Thalamocortical Circuit
Artificial neural networks (International conference)

Authors: Lintas, Alessandra, Abe, Takeshi, Villa, Alessandro E. P., Asai, Yoshiyuki

Source: Lecture notes in computer science. 11140:393-402

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN604318875&indx=1&recIds=ETOCCN604318875

A platform for in silico modeling of physiological systems II. CellML compatibility and other extended capabilities

Authors: Suzuki, Yasuyuki, Asai, Yoshiyuki, Kawazu, Toshihiro, Nakanishi, Masao, Taniguchi, Yoshiki, Heien, Eric, Hagihara, Kenichi, Kurachi, Yoshihisa, Nomura, Taishin

Source: 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. :573-576 Aug, 2008

Relation: 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Photocatalytic CO2 reduction using metal complexes in various ionic liquidsElectronic supplementary information (ESI) available: UV-vis absorption spectra, emission spectra, Stern–Volmer plots, cyclic voltammograms in the ionic liquids used in this study, pictures of [pyri][Tf2N] and [pyrro][Tf2N] solutions containing BIH, and time courses of the photocatalytic CO formation in [bmim][Tf2N], [hmim][Tf2N], [ammo][Tf2N], or [pyrro][Tf2N]. See DOI: 10.1039/C9DT04689E

Authors: Asai, Yoshiyuki, Katsuragi, Haruka, Kita, Kazuki, Tsubomura, Taro, Yamazaki, Yasuomi

Source: Dalton transactions. 49(14):4277-4292

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100108102004.0x000001&indx=1&recIds=ETOCvdc_100108102004.0x000001

How to select training data to segment mammary gland region using a deep-learning approach for reliable individualized screening mammography
Medical Imaging 2021: Computer-Aided Diagnosis

Authors: Yamamuro, Mika, Asai, Yoshiyuki, Hashimoto, Naomi, Yasuda, Nao, Yamada, Takahiro, Nemoto, Mitsutaka, Kimura, Yuichi, Handa, Hisashi, Yoshida, Hisashi, Abe, Koji

Source: Proceedings of SPIE, the International Society for Optical Engineering. 11597:115972V-115972V-7

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900029794&indx=1&recIds=ETOCCN900029794

Reply to 'Questioning Bayesian Inference‐Based Models for Estimating Culprit Drugs for Adverse Drug Reactions'

Authors: Hamada, Kazuki, Abe, Takeshi, Kouda, Kyoji, Nakatsui, Masahiko, Kitahara, Takashi, Matsunaga, Kazuto, Asai, Yoshiyuki

Source: Clinical pharmacology & therapeutics. 114(2):260-261

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187856433.0x000001&indx=1&recIds=ETOCvdc_100187856433.0x000001