The DOI matches its Crossref record; 271 of the 274 references it cites were found in a registry or an index.
Wearable and implantable devices for drug delivery: Applications and challenges
Abstract
Poor adherence to drug dosing schedule is responsible for ∼50% of hospitalization cases. Most patients fail to adhere to a strict dosing schedule due to invasive drug administration, off-target toxicities, or medical conditions like dementia. The emerging concept of wearable devices (WDs), implantable devices (IDs) and combined wearable and implantable devices (WIDs) for drug delivery has created new opportunities for treating patients with chronic diseases needing repeated and long-term medical attention like diabetes, ocular disorders, cancer, wound healing, cardiovascular diseases, and contraception. WDs, worn on the body surface have created appealing non-invasive, self-administrable drug delivery platforms which receive huge patient compliance. Microneedle-skin patches, wound healing patches, drug-eluting contact lenses, mouth guards, intra-vaginal rings, pharmaceutical jewelry, and drug-loaded self-care textiles are popular WDs explored in drug delivery. In contrast, IDs are surgically placed inside body tissue allowing higher payload and enhanced localized effect for an extended duration. Hormone micropumps, hydrogel/nanofibrous depot, coronary stents, intravitreal devices, and intrauterine devices are some representative examples of IDs. In this review, we have described the past 10 years of research progress on drug-delivering WDs and IDs in the context of treating diseases that demand repeated and long-term medication, especially those affecting soft tissues. We highlighted several technical challenges that need to be addressed before considering the translation of such technologies to clinics.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“These devices have been used to deliver a range of therapeutic agents, including polypeptides, polysaccharides, small molecules, and growth factors, continuously and responsively (Kar et al. 2022; Yang, Yuan et al. 2022a; Yang, Yuan et al. 2022b).”
From Artificial intelligence enhanced sensors - enabling technologies to next-generation healthcare and biomedical platform (2023) · cites this paper as Kar et al. 2022
Citations
Cites
Items 201–271 of 271
Stem Cells Improve Left Ventricular Function in Acute Myocardial Infarction
Singh, S., Arora, R. R., Handa, K., Khraisat, A. S., Nagajothi, N., Molnár, J., & Khosla, S. (2009) · Clinical Cardiology · doi:10.1002/clc.20470 · Cited by 40
Ibrahim, H. K., & Fahmy, R. H. (2016) · Drug Delivery · doi:10.3109/10717544.2016.1160458 · Cited by 39
Shen, H., Gao, Q., Qi, Y., Yang, S., Wu, Y., Huang, Q., Wang, X., & Sun, Z. (2018) · International Journal of Nanomedicine · doi:10.2147/ijn.s178585 · Cited by 39
Bioactive hydrogel-based scaffolds for the regeneration of dental pulp tissue
Samiei, M., Fathi, M., Barar, J., Fathi, N., Amiryaghoubi, N., & Omidi, Y. (2021) · Journal of Drug Delivery Science and Technology · doi:10.1016/j.jddst.2021.102600 · Cited by 39
Role of the levonorgestrel intrauterine system in effective contraception
Abou-Setta, A. M., Attia, A. M., & Ibrahim, M. (2013) · Patient Preference and Adherence · doi:10.2147/ppa.s36948 · Cited by 38
Smith, J. M., Moss, J. A., Srinivasan, P., Butkyavichene, I., Gunawardana, M., Fanter, R. K., Miller, C. S., Sanchez, D., Yang, F., Ellis, S., et al. (2017) · PLoS ONE · doi:10.1371/journal.pone.0185946 · Cited by 38
Recent advances in Gecko-inspired adhesive materials and application
Wang, L., Hui, Y., Fu, C., Wang, Z., Zhang, M., & Zhang, T. (2020) · Journal of Adhesion Science and Technology · doi:10.1080/01694243.2020.1760478 · Cited by 38
Li, J., Chu, M. K. L., Lu, B., Mirzaie, S., Chen, K., Gordijo, C. R., Plettenburg, O., Giacca, A., & Wu, X. Y. (2017) · Drug Delivery and Translational Research · doi:10.1007/s13346-017-0381-8 · Cited by 36
Haine, A. T., Koga, Y., Hashimoto, Y., Higashi, T., Motoyama, K., Arima, H., & Niidome, T. (2017) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2017.06.005 · Cited by 36
Vincent, K. L., Moss, J. A., Marzinke, M. A., Hendrix, C. W., Anton, P. A., Pyles, R. B., Guthrie, K. M., Dawson, L. N., Olive, T. J., Butkyavichene, I., et al. (2018) · PLoS Medicine · doi:10.1371/journal.pmed.1002655 · Cited by 36
Bai, H., Lee, J. S., Chen, E., Wang, M., Xing, Y., Fahmy, T. M., & Dardik, A. (2017) · Scientific Reports · doi:10.1038/srep40142 · Cited by 35
Nanofluidic microsystem for sustained intraocular delivery of therapeutics
Trani, N. D., Jain, P., Chua, C. Y. X., Ho, J., Bruno, G., Šušnjar, A., Pons-Faudoa, F. P., Sizovs, A., Hood, R. L., Smith, Z. W., et al. (2018) · Nanomedicine Nanotechnology Biology and Medicine · doi:10.1016/j.nano.2018.11.002 · Cited by 35
Bashyal, S., Shin, C. Y., Hyun, S. M., Jang, S. W., & Lee, S. K. (2020) · Pharmaceutics · doi:10.3390/pharmaceutics12030270 · Cited by 35
Puoci, F., Saturnino, C., Trovato, V., Iacopetta, D., Piperopoulos, E., Triolo, C., Bonomo, M. G., Drommi, D., Parisi, O. I., Milone, C., et al. (2020) · Applied Sciences · doi:10.3390/app10072287 · Cited by 35
Evaluation of topical hesperetin matrix film for back-of-the-eye delivery
Adelli, G. R., Hingorani, T., Punyamurthula, N. S., Balguri, S. P., & Majumdar, S. (2015) · European Journal of Pharmaceutics and Biopharmaceutics · doi:10.1016/j.ejpb.2015.02.006 · Cited by 34
Gallagher, A., McLean, K., Stewart, R. M. K., Wellings, D. A., Allison, H. E., & Williams, R. (2017) · Investigative Ophthalmology & Visual Science · doi:10.1167/iovs.17-22301 · Cited by 34
Miyaji, T., Kawaguchi, T., Azuma, K., Suzuki, S., Sano, Y., Akatsu, M., Torii, A., Kamimura, T., Ozawa, Y., Tsuchida, A., et al. (2020) · Supportive Care in Cancer · doi:10.1007/s00520-020-05395-z · Cited by 34
Levonorgestrel release rates over 5 years with the Liletta® 52-mg intrauterine system
Creinin, M. D., Jansen, R., Starr, R. M., Gobburu, J. V. S., Gopalakrishnan, M., & Olariu, A. I. (2016) · Contraception · doi:10.1016/j.contraception.2016.04.010 · Cited by 33
Rapid loading and prolonged release of latanoprost from a silicone hydrogel contact lens
Horne, R. R., Judd, K. E., & Pitt, W. G. (2017) · Journal of Drug Delivery Science and Technology · doi:10.1016/j.jddst.2017.08.011 · Cited by 33
Drug- and Gene-eluting Stents for Preventing Coronary Restenosis
Lekshmi, K. M., Che, H.-L., Cho, C., & Park, I. (2017) · Chonnam Medical Journal · doi:10.4068/cmj.2017.53.1.14 · Cited by 32
Kwon, S., Nam, S. H., Park, C. Y., Baek, S., Jang, J., Che, X., Kwak, S. H., Choi, Y., Park, N. R., Choi, J., et al. (2018) · Advanced Functional Materials · doi:10.1002/adfm.201705952 · Cited by 32
VEGF-A promotes cardiac stem cell engraftment and myocardial repair in the infarcted heart
Tang, J., Luo, B., Xiao, J., Lv, Y., Li, X.-L., Zhao, J.-H., Zheng, F., Zhang, L., Chen, L., Yang, J., et al. (2015) · International Journal of Cardiology · doi:10.1016/j.ijcard.2015.01.050 · Cited by 31
Implantable small device enabled with magnetic actuation for on-demand and pulsatile drug delivery
Lee, S. H., Kim, B. H., Park, C. G., Lee, C., Lim, B. Y., & Choy, Y. B. (2018) · Journal of Controlled Release · doi:10.1016/j.jconrel.2018.07.037 · Cited by 31
Preprogrammed Long‐Term Systemic Pulsatile Delivery of Parathyroid Hormone to Strengthen Bone
Dang, M., Koh, A. J., Danciu, T., McCauley, L. K., & Ma, P. X. (2016) · Advanced Healthcare Materials · doi:10.1002/adhm.201600901 · Cited by 30
Zijp, T. R., Mol, P. G. M., Touw, D. J., & van Boven, J. F. M. (2019) · EClinicalMedicine · doi:10.1016/j.eclinm.2019.08.013 · Cited by 30
Trigger-responsive engineered-nanocarriers and image-guided theranostics for rheumatoid arthritis
Ahamad, N., Prabhakar, A., Mehta, S., Singh, E., Bhatia, E., Sharma, S., & Banerjee, R. (2020) · Nanoscale · doi:10.1039/d0nr01648a · Cited by 30
Self-citationDual-responsive lidocaine in situ gel reduces pain of intrauterine device insertion
Ellah, N. H. A., Abouelmagd, S. A., Abbas, A. M., Shaaban, O. M., & Hassanein, K. M. A. (2018) · International Journal of Pharmaceutics · doi:10.1016/j.ijpharm.2018.01.033 · Cited by 29
Zhang, T., Luo, J., Peng, Q., Dong, J., Wang, Y., Gong, T., & Zhang, Z. (2019) · Colloids and Surfaces B Biointerfaces · doi:10.1016/j.colsurfb.2019.01.003 · Cited by 29
Puymirat, É., Mangiacapra, F., Peace, A. J., Sharif, F., Conte, M., Bartúnek, J., Vanderheyden, M., Wijns, W. C., Bruyne, B. D., & Barbato, E. (2011) · American Heart Journal · doi:10.1016/j.ahj.2011.07.024 · Cited by 28
Li, J., Chu, M. K. L., Gordijo, C. R., Abbasi, A. Z., Chen, K., Adissu, H. A., Löhn, M., Giacca, A., Plettenburg, O., & Wu, X. Y. (2015) · Biomaterials · doi:10.1016/j.biomaterials.2015.01.005 · Cited by 27
Lorenz, J., Blume, M., Barbeck, M., Teiler, A., Kirkpatrick, C. J., Sader, R. A., & Ghanaati, S. (2016) · Clinical Oral Investigations · doi:10.1007/s00784-016-1868-2 · Cited by 27
Qiao, X., Peng, X., Qiao, J., Jiang, Z., Han, B., Yang, C., & Liu, W. (2017) · Journal of Materials Science Materials in Medicine · doi:10.1007/s10856-017-5954-z · Cited by 27
History of intrauterine devices.
Margulies, L. D. (1975) · PubMed · Cited by 26
Wearable and implantable pancreas substitutes
Ricotti, L., Assaf, T., Dario, P., & Menciassi, A. (2013) · Journal of Artificial Organs · doi:10.1007/s10047-012-0660-6 · Cited by 26
Handbook of Polyester Drug Delivery Systems
Kumar, M. N. V. R. (2016) · Pan Stanford Publishing Pte. Ltd. eBooks · doi:10.1201/b20045 · Cited by 26
Masterson, J. A., Kluge, B., Burdette, A., & Lewis, G. K. (2020) · Therapeutic Delivery · doi:10.4155/tde-2020-0009 · Cited by 26
Development of an Experimental Drug Eluting Suprachoroidal Microstent as Glaucoma Drainage Device
Hovakimyan, M., Siewert, S., Schmidt, W., Sternberg, K., Reske, T., Stachs, O., Guthoff, R. F., Wree, A., Witt, M., Schmitz, K., et al. (2015) · Translational Vision Science & Technology · doi:10.1167/tvst.4.3.14 · Cited by 25
Yan, B., An, D., Wang, X., DeLong, B. J., Kiourti, A., Dungan, K. M., Volakis, J. L., Ma, M., & Guo, L. (2019) · Medical Devices & Sensors · doi:10.1002/mds3.10055 · Cited by 25
Liu, J., Liu, Z., Li, X., Zhu, L., Xu, G., Chen, Z., Cheng, C., Lu, Y., & Liu, Q. (2020) · Biomedical Microdevices · doi:10.1007/s10544-020-00511-6 · Cited by 25
Valente, K., Suleman, A., & Brolo, A. (2020) · ACS Applied Bio Materials · doi:10.1021/acsabm.0c00872 · Cited by 25
Antiangiogenic activity of PLGA-Lupeol implants for potential intravitreal applications
Soares, D. C. F., Oliveira, D. C. D. P., Barcelos, L. S., Barbosa, A. S., Vieira, L. C., Townsend, D. M., Rubello, D., de Barros, A. L. B., Duarte, L. P., & Silva‐Cunha, A. (2017) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2017.05.093 · Cited by 24
Ultrasound-induced deformation of PLGA-microPlates for on-command drug release
Sciurti, E., Primavera, R., Mascolo, D. D., Rizzo, A., Balena, A., Padmanabhan, S. K., Rizzi, F., Decuzzi, P., & Vittorio, M. D. (2020) · Microelectronic Engineering · doi:10.1016/j.mee.2020.111360 · Cited by 24
Colditz, G. A., Halvorsen, K. T., & Goldhaber, S. Z. (1988) · American Heart Journal · doi:10.1016/0002-8703(88)90263-3 · Cited by 23
The use of soft robotics in cardiovascular therapy
Wamala, I., Roche, E. T., & Pigula, F. A. (2017) · Expert Review of Cardiovascular Therapy · doi:10.1080/14779072.2017.1366313 · Cited by 23
Pharmaceutical jewelry: Earring patch for transdermal delivery of contraceptive hormone
Mofidfar, M., O’Farrell, L., & Prausnitz, M. R. (2019) · Journal of Controlled Release · doi:10.1016/j.jconrel.2019.03.011 · Cited by 23
Meng, C., Su, W., Liu, M., Yao, S., Ding, Q., Yu, K., Xiong, Z., Chen, K., Guo, X., Bo, L., et al. (2021) · Materials Science and Engineering C · doi:10.1016/j.msec.2021.112182 · Cited by 23
Fu, Y., Cen, D., Zhang, T., Jiang, S., Wang, Y., Cai, X., Li, X., & Han, G. (2020) · Chemical Engineering Journal · doi:10.1016/j.cej.2020.126204 · Cited by 22
Li, Y., Fu, Y., Ren, Z., Li, X., Mao, C., & Han, G. (2017) · Journal of Materials Chemistry B · doi:10.1039/c7tb01142c · Cited by 20
Combination of coating and injectable hydrogel depot to improve the sustained delivery of insulin
Yang, G., Wang, Q., Gao, Y., Yang, C., & Hu, L. (2018) · Journal of Drug Delivery Science and Technology · doi:10.1016/j.jddst.2018.03.028 · Cited by 20
Subramanian, B., Agarwal, T., Roy, A., Parida, S., Kundu, B., Maiti, T. K., Basak, P., & Guha, S. K. (2020) · Materials Science and Engineering C · doi:10.1016/j.msec.2020.111159 · Cited by 20
Ocular safety of Intravitreal Clindamycin Hydrochloride Released by PLGA Implants
Fernandes-Cunha, G. M., Fialho, S. L., da Silva, G. R., Silva‐Cunha, A., Zhao, M., & Béhar‐Cohen, F. (2017) · Pharmaceutical Research · doi:10.1007/s11095-017-2118-2 · Cited by 17
Soft implantable device with drug-diffusion channels for the controlled release of diclofenac
Ji, H. B., Kim, S.-N., Lee, S. H., Huh, B. K., Shin, B. H., Lee, C., Cho, Y. C., Heo, C. Y., & Choy, Y. B. (2019) · Journal of Controlled Release · doi:10.1016/j.jconrel.2019.12.022 · Cited by 16
Fernandes-Cunha, G. M., Gouvea, D. R., Fulgêncio, G. D. O., Rezende, C. M. F., da Silva, G. R., Brêtas, J. M., Fialho, S. L., Lopes, N. P., & Silva‐Cunha, A. (2014) · Journal of Pharmaceutical and Biomedical Analysis · doi:10.1016/j.jpba.2014.08.023 · Cited by 15
Wirelessly Controlled Implantable System for On-demand and Pulsatile Insulin Administration
Lee, S. H., Ahn, J. W., Cho, Y. C., Kim, S.-N., Lee, C., Ku, G., Choy, Y. B., & Kim, H. C. (2019) · Scientific Reports · doi:10.1038/s41598-019-41430-8 · Cited by 15
Lee, S. H., Min, S. H., Cho, Y. C., Han, J. H., Kim, M. N., Kim, C. R., Ahn, C. H., Kim, B. H., Lee, C., Cho, Y. M., et al. (2020) · Journal of Controlled Release · doi:10.1016/j.jconrel.2020.06.022 · Cited by 15
Wearable and implantable diagnostic monitors in early assessment of atrial tachyarrhythmia burden
Healey, J. S., & Wong, J. A. (2018) · EP Europace · doi:10.1093/europace/euy246 · Cited by 14
A self-healable, moldable and bioactive biomaterial gum for personalised and wearable drug delivery
Shahbazi, M., Shrestha, N., Pierchała, M. K., Kadumudi, F. B., Mehrali, M., Hasany, M., Véronique Préat, A., Leeuwenburgh, S. C. G., & Dolatshahi‐Pirouz, A. (2020) · Journal of Materials Chemistry B · doi:10.1039/c9tb02156f · Cited by 14
Das, M. K., & Pathak, Y. V. (2020) · Springer eBooks · doi:10.1007/978-981-15-6255-6 · Cited by 14
Curative surgery for gastric cancer in a patient with an implantable left ventricular assist device
Nakamura, Y., Toda, K., Nakamura, T., Miyagawa, S., Yoshikawa, Y., Fukushima, S., Saito, S., Yoshioka, D., Domae, K., Takahashi, T., et al. (2017) · Journal of Artificial Organs · doi:10.1007/s10047-016-0944-3 · Cited by 12
In situ coronary stent paving by P luronic F 127–alginate gel blends: Formulation and erosion tests
Dalmoro, A., Barba, A. A., Grassi, M., Grassi, G., & Lamberti, G. (2015) · Journal of Biomedical Materials Research Part B Applied Biomaterials · doi:10.1002/jbm.b.33425 · Cited by 11
Living Heart Human Model: Cardiovascular Stent Deployment and Cardiac Cycle Simulation1
Saraswat, P., Chinnakonda, M., & Baillargeon, B. P. (2016) · Journal of Medical Devices · doi:10.1115/1.4033869 · Cited by 9
Lee, J., Kim, S.-J., Park, S., Ko, Y., Choi, D., Hong, M., & Jang, Y. (2016) · BioMed Research International · doi:10.1155/2016/6915789 · Cited by 9
Cheung, T. W., Yang, C., & Li, L. (2018) · Textile Research Journal · doi:10.1177/0040517518797339 · Cited by 9
Chen, M., Hu, Y., Hou, Y., Sun, Y., Chen, M., Li, M., Tan, L., Luo, Z. Y., & Cai, K. (2021) · Applied Materials Today · doi:10.1016/j.apmt.2021.101059 · Cited by 9
Insulin delivery devices 100 years on
Sharp, P. S., & Ives, E. (2021) · Practical Diabetes · doi:10.1002/pdi.2348 · Cited by 8
Two new concepts that might lead to a wearable artificial kidney.
Pl, B. (1978) · PubMed · Cited by 6
Torick, E. L., DiMattia, A., Staruk, W. E., & Milner, P. (1975) · Journal of the Audio Engineering Society · Cited by 3
Samuels, L. E., Casanova-Ghosh, E., Domsky, S. M., Droogan, C. J., & Ali, Z. A. (2017) · European Journal of Molecular & Clinical Medicine · doi:10.1016/j.nhccr.2017.10.003 · Cited by 2
Surgical glue- a promising technology for wound healing
Krishna, K. V. S., Maheswari, L. S. U., & Rajeswari, G. (2018) · International Journal of Research in Pharmaceutical Sciences and Technology · doi:10.33974/ijrpst.v1i1.18 · Cited by 2
GEHAD A.A. EL-SADANY, M. S. ;. S. B. E.-B., & MAHFOUZ, M. D. M. E. A. A. E. (2018) · The Medical Journal of Cairo University/The Medical Journal of Cairo University · doi:10.21608/mjcu.2018.59613 · Cited by 1
Flagged first, then by citations
3 of the 274 references couldn’t be matched to a known paper.
Research works printed but not linked: 7
- 2011, vol. 86, 304
- Bonadies, 2017, vol. 72
- Qiao, 2017, vol. 28, 149
- Pons-Faudoa, 2019, Advanced implantable drug delivery technologies: transforming the clinical landscape of therapeutics for chronic diseases, Biomed. Microdevices, 21, 1, 10.1007/s10544-019-0389-6 · DOI
- Yang, 2020, E-jet 3D printed drug delivery implants to inhibit growth and metastasis of orthotopic breast cancer, Biomaterials, 230
- Gao, 2014, vol. 853, 101
- Iqbal, 2013, Coronary stents: historical development, current status and future directions, Br. Med. Bull., 106, 193, 10.1093/bmb/ldt009 · DOI
Cited by
Sorted by citations
Wang, C., He, T., Zhou, H., Zhang, Z., & Lee, C. (2023) · Bioelectronic Medicine · doi:10.1186/s42234-023-00118-1 · Cited by 295
Flexible and Stretchable Light-Emitting Diodes and Photodetectors for Human-Centric Optoelectronics
Chang, S., Koo, J. H., Yoo, J., Kim, M. S., Choi, M. K., Kim, D., & Song, Y. M. (2024) · Chemical Reviews · doi:10.1021/acs.chemrev.3c00548 · Cited by 218
Xiang, Y., Lu, J., Mao, C., Zhu, Y., Wang, C., Wu, J., Liu, X., Wu, S., Kwan, K. Y.-H., Cheung, K., et al. (2023) · Science Advances · doi:10.1126/sciadv.adf0854 · Cited by 192
Digital health: trends, opportunities and challenges in medical devices, pharma and bio-technology
Kasoju, N., Remya, N. S., Sasi, R., Sreedharan, S., Soman, B., Kesavadas, C., Muraleedharan, C. V., Varma, P. R. H., & Behari, S. (2023) · CSI Transactions on ICT · doi:10.1007/s40012-023-00380-3 · Cited by 197
Kumarasamy, R. V., Natarajan, P. M., Umapathy, V. R., Roy, J. R., Mironescu, M., & Palanisamy, C. P. (2024) · Frontiers in Nanotechnology · doi:10.3389/fnano.2024.1479993 · Cited by 154
Metadata
- Authors
- Kar, A., Ahamad, N., Dewani, M., Awasthi, L., Patil, R., & Banerjee, R.
- Affiliations
- Indian Institute of Technology Bombay (IN)
- Corresponding author
- Ahamad, Nadim
- Banerjee, Rinti
- Venue
- Biomaterials
- Publisher
- Elsevier BV
- Published
- 2022-04
- Volume
- 283
- Pages
- 121435
- ISSN
- 0142-9612 (ISSN-L)
- OpenAlex
- W4214555582
- Cited by
- 179
- References
- 274
- Citations by year
- 2026: 36 · 2025: 53 · 2024: 42 · 2023: 39 · 2022: 9
- FWCI
- 3.13
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- Biomaterials (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Ministry of Education, India
- Department of Biotechnology, Ministry of Science and Technology, India
- Indian Institute of Technology Bombay (20001208)
- Topics
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Advancements in Transdermal Drug Delivery
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Advanced Drug Delivery Systems
- Health Sciences › Medicine › Surgery › Tissue Engineering and Regenerative Medicine
- Keywords
- implantable drug delivery, medication adherence, drug-eluting contact lenses, coronary stents, intrauterine devices, chronic disease treatment, non-invasive drug delivery
- MeSH terms
- Wearable Electronic Devices, Diabetes Mellitus, Pharmaceutical Preparations, Female, Humans, Drug Delivery Systems, Prostheses and Implants
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review