Zobrazeno 1 - 10
of 104
pro vyhledávání: '"Stefan Jaeger"'
Autor:
Vy C. B. Bui, Ziv Yaniv, Michael Harris, Feng Yang, Karthik Kantipudi, Darrell Hurt, Alex Rosenthal, Stefan Jaeger
Publikováno v:
IEEE Access, Vol 11, Pp 84228-84240 (2023)
Tuberculosis (TB) drug resistance is a worldwide public health problem. It decreases the likelihood of a positive outcome for the individual patient and increases the likelihood of disease spread. Therefore, early detection of TB drug resistance is c
Externí odkaz:
https://doaj.org/article/e31eb842ef9345a0963dbae58ffe2a59
Autor:
Feng Yang, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, Andre Aquilina, Zhiyun Xue, Stefan Jaeger, Emmanouil Papagiannakis, Sameer K. Antani
Publikováno v:
IEEE Access, Vol 11, Pp 21300-21312 (2023)
Artificial Intelligence (AI)-based medical computer vision algorithm training and evaluations depend on annotations and labeling. However, variability between expert annotators introduces noise in training data that can adversely impact the performan
Externí odkaz:
https://doaj.org/article/776814b036a647198c131238f7593824
Autor:
Hang Yu, Fayad O. Mohammed, Muzamil Abdel Hamid, Feng Yang, Yasmin M. Kassim, Abdelrahim O. Mohamed, Richard J. Maude, Xavier C. Ding, Ewurama D.A. Owusu, Seda Yerlikaya, Sabine Dittrich, Stefan Jaeger
Publikováno v:
Malaria Journal, Vol 22, Iss 1, Pp 1-10 (2023)
Abstract Background Microscopic examination is commonly used for malaria diagnosis in the field. However, the lack of well-trained microscopists in malaria-endemic areas impacted the most by the disease is a severe problem. Besides, the examination p
Externí odkaz:
https://doaj.org/article/8a01579177264c2fa6a9617e6c1e9a26
Autor:
Hang Yu, Feng Yang, Sivaramakrishnan Rajaraman, Ilker Ersoy, Golnaz Moallem, Mahdieh Poostchi, Kannappan Palaniappan, Sameer Antani, Richard J. Maude, Stefan Jaeger
Publikováno v:
BMC Infectious Diseases, Vol 20, Iss 1, Pp 1-8 (2020)
Abstract Background Light microscopy is often used for malaria diagnosis in the field. However, it is time-consuming and quality of the results depends heavily on the skill of microscopists. Automating malaria light microscopy is a promising solution
Externí odkaz:
https://doaj.org/article/a39ad67fbf8e4bbd85800fc16324cfc5
Autor:
Feng Yang, Pu Xuan Lu, Min Deng, Yì Xiáng J. Wáng, Sivaramakrishnan Rajaraman, Zhiyun Xue, Les R. Folio, Sameer K. Antani, Stefan Jaeger
Publikováno v:
Data, Vol 7, Iss 7, p 95 (2022)
Developments in deep learning techniques have led to significant advances in automated abnormality detection in radiological images and paved the way for their potential use in computer-aided diagnosis (CAD) systems. However, the development of CAD s
Externí odkaz:
https://doaj.org/article/f814751aabb844fea0a3baf479bfa0e6
Autor:
Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Stefan Jaeger, Sameer K. Antani
Publikováno v:
Biomedicines, Vol 10, Iss 6, p 1323 (2022)
Deep learning (DL) methods have demonstrated superior performance in medical image segmentation tasks. However, selecting a loss function that conforms to the data characteristics is critical for optimal performance. Further, the direct use of tradit
Externí odkaz:
https://doaj.org/article/eb7c81bdd2234233a48a8578aca83dc6
Autor:
Manohar Karki, Karthik Kantipudi, Feng Yang, Hang Yu, Yi Xiang J. Wang, Ziv Yaniv, Stefan Jaeger
Publikováno v:
Diagnostics, Vol 12, Iss 1, p 188 (2022)
Classification of drug-resistant tuberculosis (DR-TB) and drug-sensitive tuberculosis (DS-TB) from chest radiographs remains an open problem. Our previous cross validation performance on publicly available chest X-ray (CXR) data combined with image a
Externí odkaz:
https://doaj.org/article/b9e33de7977b49e1b1c0edcc6a6f4cdc
Publikováno v:
Diagnostics, Vol 11, Iss 11, p 1994 (2021)
We propose a new framework, PlasmodiumVF-Net, to analyze thick smear microscopy images for a malaria diagnosis on both image and patient-level. Our framework detects whether a patient is infected, and in case of a malarial infection, reports whether
Externí odkaz:
https://doaj.org/article/488fcf6f428349ea9297ed43bea03374
Publikováno v:
PeerJ, Vol 7, p e6977 (2019)
Background Malaria is a life-threatening disease caused by Plasmodium parasites that infect the red blood cells (RBCs). Manual identification and counting of parasitized cells in microscopic thick/thin-film blood examination remains the common, but b
Externí odkaz:
https://doaj.org/article/debe5c25d46641ce9bb3cac6e7d66738
Autor:
Annedore Kanngießer, Johannes Venjakob, Jan Hicking, Christina Kockel, Emily Drewing, Marius Beckamp, Stefan Jaeger
Publikováno v:
Energies, Vol 14, Iss 5, p 1358 (2021)
Local implementation projects for sector coupling play an important role in the transformation to a more sustainable energy system. Despite various technical possibilities, there are various barriers to the realisation of local projects. Against this
Externí odkaz:
https://doaj.org/article/14bc66ce3818456b89f9926fa6ae2807