Dr. Cuce studies a range of medical conditions using advanced imaging technologies and deep learning methods. His research includes understanding the accuracy of ultrasound measurements for shoulder joint diagnostics, differentiating between diabetic foot complications using deep learning, and predicting kidney involvement in conditions like primary hyperparathyroidism. He also conducts studies on the implications of viral loads in COVID-19 patients and automated methods for diagnosing injuries caused by trauma. His work not only enhances diagnostic accuracy but also informs treatment strategies for various patient groups including those with diabetes, kidney conditions, and traumatic injuries.
Key findings
A study found that deep learning models achieved up to 97.1% accuracy in distinguishing between diabetic foot osteomyelitis and Charcot neuropathic osteoarthropathy, using images from 148 patients.
In his research on primary hyperparathyroidism, Dr. Cuce identified significantly higher kidney resistive index measurements in patients compared to healthy individuals, indicating potential kidney damage.
He discovered that patients over 60 and with cancer had a 7 times higher risk of death from COVID-19, along with the finding that azithromycin treatment significantly lowered death rates.
His automated computer program for assessing kidney injuries showed an accuracy of 87.3% in detecting injury from abdominal trauma, aiding in faster patient management.
The radiomics method demonstrated a 90% sensitivity and 93% specificity in accurately diagnosing Charcot neuroarthropathy and osteomyelitis in diabetic patients.
Frequently asked questions
Does Dr. Cuce study diabetes-related foot issues?
Yes, Dr. Cuce focuses on differentiating between diabetic foot complications like osteomyelitis and Charcot neuropathic osteoarthropathy using advanced imaging techniques.
What treatments has Dr. Cuce researched?
Dr. Cuce has researched treatment implications related to COVID-19, as well as methods for diagnosing and managing complications from diabetic conditions and abdominal trauma.
Is Dr. Cuce's work relevant to patients with kidney issues?
Yes, his studies on primary hyperparathyroidism and automated kidney injury assessment are important for understanding and managing kidney health.
How does Dr. Cuce's work impact cancer patients?
His research on COVID-19 in cancer patients has identified critical risk factors that can help doctors provide better care during the pandemic.
What is the significance of Dr. Cuce's ultrasound research?
His research on shoulder joint measurements using ultrasound improves diagnostic reliability, which is essential for effective treatment planning in patients.
Publications in plain English
Measurement of specific shoulder joint distances with handheld and conventional ultrasound: a reliability and agreement study.
2026
The Physician and sportsmedicine
Buyukluoglu G, Cavis T, Ataoglu B, Ercan S, Orscelik A +2 more
Plain English This study examined how consistently different ultrasound machines measure key distances in the shoulder joint, using 195 healthy volunteers. The researchers found that measurements for three distances (acromioclavicular, acromiohumeral, and coracohumeral) were reliable and could be trusted across different machines and operators. However, the coracoclavicular distance showed significant differences between operators and was not reliable, which limits its use.
Who this helps: This information benefits doctors who rely on accurate shoulder measurements for diagnosing and treating patients.
Ultrasound-based quantitative tools in predicting renal involvement in asymptomatic primary hyperparathyroidism.
2024
Journal of endocrinological investigation
Candemir B, Cuce F, Akın S, Gulcelik NE
Plain English This study examined how ultrasound techniques could help predict kidney problems in patients with asymptomatic primary hyperparathyroidism (aPHPT), a condition often unnoticed until complications arise. The researchers found that patients with aPHPT had significantly higher kidney resistive index (RRI) and shear wave velocity (SWV) measurements compared to healthy individuals, indicating potential kidney damage. These findings matter because they could lead to earlier monitoring and treatment for at-risk patients, improving their health outcomes and preventing serious complications.
Who this helps: This helps patients with asymptomatic primary hyperparathyroidism and their doctors.
Differential Diagnosis of Diabetic Foot Osteomyelitis and Charcot Neuropathic Osteoarthropathy with Deep Learning Methods.
2024
Journal of imaging informatics in medicine
Cakir M, Tulum G, Cuce F, Yilmaz KB, Aralasmak A +2 more
Plain English This study looked at how well a deep learning system can tell apart three conditions affecting the bones in diabetic patients: infections in the bone (osteomyelitis), a condition that weakens bones (Charcot neuropathic osteoarthropathy), and trauma. The researchers used images from 148 patients and found that their deep learning models achieved an accuracy of up to 97.1% for identifying these conditions in the images, which means they can effectively distinguish between them without needing invasive procedures. This is important because getting the right diagnosis quickly can lead to better treatment and outcomes for patients with diabetes who are at risk of foot problems.
Who this helps: This benefits patients with diabetes and their doctors.
Corrigendum to "The effects of light sources with different spectral structures on ocular axial length in rainbow trout (Oncorhynchus mykiss). [Exp. Eye Res. (October 2016) 151 212-221 https://doi.org/10.1016/j.exer.2016.08.018"].
2023
Experimental eye research
Timucin OB, Arabaci M, Cuce F, Karatas B, Onalan S +3 more
Radiomics method in the differential diagnosis of diabetic foot osteomyelitis and charcot neuroarthropathy.
2023
The British journal of radiology
Cuce F, Tulum G, Yılmaz KB, Osman O, Aralasmak A
Plain English This study looked at a new imaging technique called radiomics to help tell the difference between two serious conditions that can affect the feet of people with diabetes: Charcot neuroarthropathy (CN) and osteomyelitis (OM). Out of 41 patients with abnormal bone marrow signals seen on MRI, 24 were diagnosed with OM. The researchers found that this method accurately distinguished between CN and OM, achieving up to 90% sensitivity and 93% specificity in some cases.
Who this helps: This benefits patients with diabetic foot issues by providing clearer diagnoses and more effective treatment options.
Evaluation of the relationship between progression and SARS-CoV-2 viral load in COVID-19 cases in Ankara, Turkey.
2022
Journal of infection in developing countries
Guney M, Hosbul T, Cuce F, Artuk C, Taskin G +7 more
Plain English This study looked at 112 COVID-19 patients in Ankara, Turkey, to see how the amount of the virus in their system (measured by the cycle threshold value) was linked to their health outcomes when they were first admitted to the hospital. The researchers found that having a higher viral load (cycle threshold values of 30 or more) was associated with more blood platelets dropping and higher levels of a specific protein in the blood, but it didn't show clear connections to symptoms or the need for serious care. These findings indicate that while certain laboratory results may change based on viral load, it doesn't directly predict how sick a patient will become.
Who this helps: This helps doctors manage and understand COVID-19 patients better.
The boundaries between survival and nonsurvival at COVID-19: Experience of tertiary care pandemic hospital.
2021
International journal of clinical practice
Arslan Y, Dogan D, Ocal N, Koc A, Ayaz T +14 more
Plain English This study looked at 767 hospitalized COVID-19 patients in Turkey to understand what factors predicted whether they lived or died. It found that patients over 60 years old had a much higher risk of death (7 times more likely), as well as those with cancer or who spent a long time in intensive care. On the positive side, treatment with azithromycin significantly lowered the death rate in these patients.
Who this helps: This research benefits doctors and healthcare providers by identifying high-risk patients and effective treatments.
Clinical presentation and course of the novel coronavirus disease 2019 in patients with various types of cancer: A retrospective case-control analysis of an experienced cancer center in Turkey.
2021
Journal of cancer research and therapeutics
Acar R, Yilmaz G, Savasci U, Aykan MB, Kiziloz H +18 more
Plain English This study examined how COVID-19 affects cancer patients by looking at data from 43 patients diagnosed with the virus at a cancer center in Turkey. Out of 1051 total COVID-19 cases, cancer patients made up about 4%, with a high death rate of 46.5%. The research found that factors such as existing heart disease and difficulty breathing at admission significantly increased the risk of death for these patients.
Who this helps: This information is valuable for doctors treating cancer patients during the COVID-19 pandemic.
Investigation of Viral Load Cycle Threshold Values in Patients with SARS-CoV-2 Associated Pneumonia with Real-Time PCR Method.
2021
Journal of infection in developing countries
Bakir A, Hosbul T, Cuce F, Artuk C, Taskin G +6 more
Plain English This study looked at 158 patients with COVID-19 to see how the amount of the virus (measured as cycle threshold values) related to lung damage from pneumonia. They found that about 40% of the patients had pneumonia, and while there was a weak link between the virus amount and the severity of lung damage on CT scans, it wasn't strong enough to predict outcomes like patient age, gender, or death. This matters because it shows that just knowing the viral load in the throat doesn’t accurately reflect how severe someone’s pneumonia is, suggesting that more research is needed on samples from deeper in the lungs.
Who this helps: This helps doctors better understand COVID-19 pneumonia in patients.
A New Practical Intracerebral Hematoma Volume Calculation Method and Comparison to simple ABC/2.
2020
Turkish neurosurgery
Cuce F, Tulum G, Dandin O, Ergin T, Karadas O +1 more
Plain English This study looked at how to better calculate the volume of brain bleeding (hematoma) in patients using a new method compared to a simpler, traditional method called sABC/2. Researchers found that their new method was more accurate, with a smaller error margin (20.62 ml) compared to sABC/2 (32.17 ml) for subdural hematomas, and similar improvements for parenchymal hematomas. This is important because accurately measuring the volume of hematomas can help doctors make better treatment decisions for patients with brain injuries.
Who this helps: This helps doctors treating patients with brain bleeding conditions.
Automated segmentation of the injured kidney due to abdominal trauma.
2019
Journal of medical systems
Tulum G, Teomete U, Cuce F, Ergin T, Koksal M +2 more
Plain English This study focused on developing a computer program that can automatically identify and measure injured kidneys after abdominal trauma, using scans from 37 patients. The results showed that the program accurately segmented healthy kidneys with 92.3% accuracy and injured kidneys with 87.3% accuracy, making it a reliable tool for medical professionals. This is important because it can help quickly assess kidney injuries and manage bleeding in trauma patients, which can improve treatment outcomes.
Who this helps: This helps doctors and trauma patients by providing faster and more accurate assessments of kidney injuries.
Automated computer-aided diagnosis of splenic lesions due to abdominal trauma.
2018
Hippokratia
Teomete U, Tulum G, Ergin T, Cuce F, Koksal M +2 more
Plain English This study focused on creating an automated system to identify injuries to the spleen caused by trauma using CT scans. The new technology was found to be highly effective, with an overall accuracy of 80% and a sensitivity (correctly identifying true cases) of 95%. Specifically, the system performed even better for perisplenic hematomas, achieving an accuracy of 90% and a sensitivity of 95%, which is important for quickly diagnosing and treating these injuries.
Who this helps: This benefits doctors and patients with abdominal trauma by improving the speed and accuracy of diagnosis.
The effects of light sources with different spectral structures on ocular axial length in rainbow trout (Oncorhynchus mykiss).
2016
Experimental eye research
Timucin OB, Arabaci M, Cuce F, Karatas B, Onalan S +3 more
Plain English This study looked at how different types of light affect the eye length of rainbow trout. Researchers found that trout exposed to blue light had the shortest eye length at 3.42 mm, while those under red light had a longer average eye length of 3.70 mm, and those in daylight were at 3.64 mm. This is important because it suggests that the type of light used in fish farming could influence eye development, which may impact fish health and growth.
Who this helps: Fish farmers and aquaculture specialists.
Association Between Complete Blood Count Parameters and Urinary Stone Disease.
2016
Iranian Red Crescent medical journal
Demiray O, Cevik E, Cuce F
Plain English This study looked at the relationship between blood tests and urinary stone disease in over 3,000 patients. The researchers found that certain blood markers, such as an increase in red cell distribution width (RDW) and white blood cells, were linked to urinary stones; specifically, the odds of having urinary stones were 67 times higher in patients with microscopic blood in their urine. This means that blood test results can help doctors diagnose urinary stones more effectively, which is important for treating patients experiencing pain from these stones.
Who this helps: This helps doctors and patients dealing with urinary stone disease.
Transcatheter closure of tortuous aorto-right atrial fistula.
2015
Cardiovascular intervention and therapeutics
Ece I, Uner A, Cuce F, Sahin M
Plain English This study looked at a rare heart condition in a 7-year-old girl where an abnormal connection formed between the aorta and the right atrium, known as a fistula. Doctors successfully closed this connection using a special device, and after the procedure, the girl's heart murmur was gone and she showed no signs of problems three months later. This is important because it shows that a non-invasive technique can effectively treat a complex heart issue in children, which may lead to better outcomes and fewer complications.
Who this helps: This helps pediatric patients with congenital heart defects.
Basal cell adenocarcinoma of the parotid gland with rare scalp metastasis: a case report.
2015
Turkish neurosurgery
Eroglu A, Cuce F, Simsek H, Topuz AK, Duz B
Plain English This study looked at a rare type of salivary gland cancer called basal cell adenocarcinoma, which usually doesn't spread to other parts of the body, but did in a 58-year-old woman who had a growing mass on her scalp. The research highlights that even though these tumors are often harmless, there’s a chance of them spreading, as seen in this case where the woman had a previous diagnosis of parotid adenocarcinoma two years earlier. The findings emphasize the importance of thorough imaging tests before surgery to assess the situation, especially for lesions on the scalp or skull.
Who this helps: This information is valuable for doctors and patients dealing with salivary gland tumors.
Transcathether closure of a right pulmonary artery-to-left atrial fistula using Amplatzer muscular ventricular septal defect occluder.
2014
Cardiovascular intervention and therapeutics
Ece I, Uner A, Cuce F, Balli S
Plain English This study looked at a rare heart defect in a child where blood flows incorrectly between the right pulmonary artery and the left atrium, causing cyanosis (a bluish color due to lack of oxygen). The researchers successfully closed this defect using a special device called the Amplatzer muscular ventricular septal defect occluder. The successful procedure shows promise for treating this rare condition, which usually goes unreported.
Who this helps: This helps children with congenital heart defects and their doctors.
Giant dumbbell-shaped schwannoma but not transforaminal: transdiaphragmatic.
2014
BMJ case reports
Cuce F, Kara K, Asker M, Sonmez G
Plain English This study examined a 31-year-old man who experienced three months of right upper abdominal pain and difficulty breathing. Doctors discovered a large dumbbell-shaped tumor measuring 23 by 17 by 15 centimeters behind his liver, which was confirmed to be a spindle cell tumor through a biopsy. Understanding such tumors is important because it helps in diagnosing and planning treatment for patients with similar symptoms.
Who this helps: This helps doctors and patients dealing with unusual tumors in the abdomen.
Do not forget the contralateral side: late onset bilateral carotid dissecting aneurysms.
2013
BMJ case reports
Velioglu M, Cuce F, Saglam M
Plain English This study looked at a rare condition where both sides of the neck arteries can form bulges called dissecting aneurysms, often after an injury. In a specific case, one side of the neck artery appeared normal at first but later developed problems while the other side was already identified as having an issue. This is important because it highlights the need for doctors to monitor both sides of the neck in similar patients, even if one side looks fine initially.
Who this helps: This helps doctors and patients who have experienced head or neck trauma.
Value of diffusion-weighted MRI in the differentiation of benign and malign breast lesions.
2011
Wiener klinische Wochenschrift
Sonmez G, Cuce F, Mutlu H, Incedayi M, Ozturk E +4 more
Plain English This study looked at using a specific type of MRI called diffusion-weighted imaging (DWI) to tell the difference between benign (non-cancerous) and malignant (cancerous) breast lesions in 41 women. Out of the 45 lesions examined, 25 were cancerous and 20 were not. The DWI technique showed a very high accuracy, with a sensitivity of 95% and a specificity of 100%, meaning it was very effective at correctly identifying both types of lesions. This research is important because it shows that DWI can significantly improve the accuracy of breast cancer diagnosis.
Who this helps: This benefits patients undergoing breast cancer evaluation.
Sonmez G, Ozturk E, Sildiroglu HO, Mutlu H, Cuce F +4 more
Plain English This study looked at the brain scans of 27 patients who had a type of brain infection caused by tuberculosis called intracranial tuberculomas. Researchers found a total of 64 tuberculomas, with most located in the larger areas of the brain. The results show that MRI is very useful for diagnosing these infections and identifying other related issues, such as swelling in the brain or fluid buildup.
Who this helps: Patients with neurotuberculosis and their doctors.