Deepak Chandramohan

Dr. Deepak Chandramohan


Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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5 September 2024 in Frontiers in Medicine
Verified
Journal Article
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DCDeepak Chandramohan
Deepak Chandramohan
HGHari Naga Garapati
Hari Naga Garapati
UNUdit Nangia
Udit Nangia
PSPrathap K. Simhadri
Prathap K. Simhadri
BLBoney Lapsiwala
Boney Lapsiwala
PSPrabhat Singh
Prabhat Singh
Introduction: The prevalence of Renal cell carcinoma (RCC) is increasing among adults. Histopathologic samples obtained after surgical resection or from biopsies of a renal mass require subtype classification for diagnosis, prognosis, and to determine surveillance. Deep learning in artificial intelligence (AI) and pathomics are rapidly advancing, leading to numerous applications such as histopathological diagnosis. In our meta-analysis, we assessed the pooled diagnostic performances of deep neural network (DNN) frameworks in detecting RCC subtypes and to predicting survival.Methods: A systematic search was done in PubMed, Google Scholar, Embase, and Scopus from inception to November 2023. The random effects model was used to calculate the pooled percentages, mean, and 95% confidence interval. Accuracy was defined as the number of cases identified by AI out of the total number of cases, i.e. (True Positive + True Negative)/(True Positive + True Negative + False Positive + False Negative). The heterogeneity between study-specific estimates was assessed by the I2 statistic. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were used to conduct and report the analysis.Results: The search retrieved 347 studies; 13 retrospective studies evaluating 5340 patients were included in the final analysis. The pooled performance of the DNN was as follows: accuracy 92.3% (95% CI: 85.8–95.9; I2 = 98.3%), sensitivity 97.5% (95% CI: 83.2–99.7; I2 = 92%), specificity 89.2% (95% CI: 29.9–99.4; I2 = 99.6%) and area under the curve 0.91 (95% CI: 0.85–0.97.3; I2 = 99.6%). Specifically, their accuracy in RCC subtype detection was 93.5% (95% CI: 88.7–96.3; I2 = 92%), and the accuracy in survival analysis prediction was 81% (95% CI: 67.8–89.6; I2 = 94.4%).Discussion: The DNN showed excellent pooled diagnostic accuracy rates to classify RCC into subtypes and grade them for prognostic purposes. Further studies are required to establish generalizability and validate these findings on a larger scale.

Verified
Journal Article
Open access
PDF file
DCDeepak Chandramohan
Deepak Chandramohan
BLBoney Jayeshkumar Lapsiwala
Boney Jayeshkumar Lapsiwala
PSprathap kumar Simhadri
prathap kumar Simhadri
DPDevansh Patel
Devansh Patel
PSprabhat singh
prabhat singh
DCDivya Chandramohan
Divya Chandramohan
Background/Objectives: Patients with infective endocarditis (IE) are more susceptible to acute kidney injury (AKI). The presence of AKI increases in-hospital complications in these patients. Methods: The 2016–2020 National Inpatient Sample (NIS) database consisting of adult admissions with IE and AKI was utilized. The primary outcome was all-cause inpatient mortality. Secondary outcomes included fluid and electrolyte disorders, stroke, septic arterial embolism, septic shock, cardiogenic shock, valve surgery, vasopressor support, mechanical ventilation, length of stay (LOS), and total hospital charges. Results: Out of a total of 63,725 adult admissions with IE, 16,295 (25.5%) admissions had AKI. Patients with AKI were more likely to be males (63% vs. 57.6%, p < 0.001) and older (55.8 vs. 50.4, p < 0.001). A higher proportion of these patients were admitted to large hospitals (60.6 vs. 55.3%, p < 0.001) and urban teaching hospitals (81.9 vs. 75%, p < 0.001). Patients with AKI had higher LOS (17 ± 16.1 vs. 11.32 ± 11.7, p < 0.001) and hospital charges (USD 239,046.8 ± 303,977.3 vs. USD 124,857.6 ± 192,883.5, p < 0.001). Multivariable analysis showed higher odds of all-cause inpatient mortality (aOR: 2.22, 95% CI: 1.81–2.73, p < 0.001). They also had higher risk for fluid and electrolyte disorder (aOR: 2.31, 95% CI: 2.10–2.53, p < 0.001), septic arterial embolism (aOR: 1.61, 95% CI: 1.42–1.84, p < 0.001), septic shock (aOR: 3.78, 95% CI: 2.97–4.82, p < 0.001), cardiogenic shock (OR: 3.37, 95% CI: 2.65–4.28, p < 0.001), valve surgery (aOR: 1.52, 95% CI: 1.35–1.71, p < 0.001), vasopressor requirement (aOR: 1.99, 95% CI: 1.52–2.60, p < 0.001), and mechanical ventilation (aOR: 2.75, 95% CI: 2.33–3.24, p < 0.001). The association with stroke was elevated but not statistically significant. Conclusions: This large retrospective analysis demonstrated that patients with AKI and infective endocarditis had increased mortality, adverse hospital outcomes, increased LOS, and hospital costs.

10 August 2024 in Life
Verified
Journal Article
Open access
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DCDeepak Chandramohan
Deepak Chandramohan
OAOluwadamilola Adisa
Oluwadamilola Adisa
DPDevansh Patel
Devansh Patel
EWErin E Ware
Erin E Ware
NENavya Eleti
Navya Eleti
GAGaurav Agarwal
Gaurav Agarwal
(1) Background: We aimed to investigate the outcomes of human leukocyte antigen (HLA)-incompatible transplantation for patients who received desensitization with intravenous immunoglobulins (IVIg), plasmapheresis, and rituximab. (2) Methods: A comprehensive search of multiple electronic databases to identify studies that utilized desensitization was conducted. The random-effects model was used to calculate the pooled rates and the 95% confidence interval (CI). (3) Results: A total of 1517 studies were initially identified. From these, 16 studies met the inclusion criteria, encompassing 459 patients, with a mean age of 45 years, of whom 40.8% were male. CDC crossmatch was positive in 68.3% (95% CI: 43.5–85.8; I2 87%), and 89.4% (95% CI: 53.4–98.4%; I2 89.8%) underwent living-donor transplantation. The 1-year graft survival pooled rate was 88.9% (95% CI: 84.8–92; I2 0%) and the 5-year graft survival rate was 86.1% (95% CI: 81.2–89.9; I2 0%). The 1-year patient survival rate was 94.2% (95% CI: 91–96.3; I2 0%), and the 5-year patient survival rate was 88.9% (95% CI: 83.5–92.7%; I2 7.7%). The rate of antibody-mediated rejection was 37.7% (95% CI: 25–52.3; I2 80.3%), and the rate of acute cell-mediated rejection was 15.1% (95% CI: 9.1–24; I2 55%). (4) Conclusions: Graft and patient survival are favorable in highly sensitized patients who undergo desensitization using IVIg, plasmapheresis, and rituximab for HLA-incompatible transplantation.

1 August 2024 in Hearts
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Journal Article
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DCDeepak Chandramohan
Deepak Chandramohan
PSprathap kumar Simhadri
prathap kumar Simhadri
NJNihar K Jena
Nihar K Jena
SPSUJITH KUMAR PALLETI
SUJITH KUMAR PALLETI
Cardiorenal syndrome (CRS) is a life-threatening disorder that involves a complex interplay between the two organs. Managing this multifaceted syndrome is challenging in the hospital and requires a multidisciplinary approach to tackle the many manifestations and complications. There is no universally accepted algorithm to treat patients, and therapeutic options vary from one patient to another. The mainstays of therapy involve the stabilization of hemodynamics, decongestion using diuretics or renal replacement therapy, improvement of cardiac output with inotropes, and goal-directed medical treatment with renin–angiotensin–aldosterone system inhibitors, beta-blockers, and other medications. Mechanical circulatory support is another viable option in the armamentarium of agents that improve symptoms in select patients.

10 October 2024 in Diseases
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Journal Article
Open access
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DCDeepak Chandramohan
Deepak Chandramohan
PSprabhat singh
prabhat singh
HGHari Naga Garapati
Hari Naga Garapati
RKRaghunandan Konda
Raghunandan Konda
DCDivya Chandramohan
Divya Chandramohan
PSprathap kumar Simhadri
prathap kumar Simhadri
(1) Background: Renal insufficiency is a risk factor for cardiac implantable electronic device (CIED) infection. (2) Methods: A comprehensive search was conducted from multiple electronic databases to identify studies. Using the random effects model, we calculated the pooled rates of CIED infection and their 95% confidence intervals. We also calculated the pooled odds ratios to determine the risk of CIED infections due to chronic kidney disease (CKD) and end-stage renal disease (ESRD). We utilized the Cochran Q and I2 statistics to detect and quantify heterogeneity. (3) Results: A total of 17 studies comprising 359,784 patients with renal insufficiency were added to the meta-analysis. Out of these, 263,819 were CKD patients and 89,617 were ESRD patients. The pooled rate of CIED infection in patients with CKD was 4.3% (95% CI: 2–8.8; I2: 95.7), and in patients with ESRD, it was 4.8% (95% CI: 2.6–8.7; I2: 99.4). The pooled risk of CIED infection in the CKD population was OR 2.5 (95% CI: 1.9–3.3; p < 0.001; I2: 21.1), and in the ESRD population, it was OR 2.4 (95% CI: 1.01–5.7; p = 0.046; I2: 88.8). ESRD was associated with higher mortality, OR 2.5 (95% CI: 1.4–4.4.8; p = 0.001; I2: 95). (4) Conclusions: The presence of renal insufficiency increases the number of CIED infections. In particular, patients with ESRD have an increased risk of mortality.

10 August 2024 in Clinical Case Reports
Verified
Journal Article
Open access
MFMichael Filoramo
Michael Filoramo
RCRenish Contractor
Renish Contractor
DCDeepak Chandramohan
Deepak Chandramohan
PSPrabhat Singh
Prabhat Singh
NJNihar Jena
Nihar Jena
PSprathap kumar Simhadri
prathap kumar Simhadri
Key Clinical Message: Both C‐anti‐neutrophil cytoplasmic antibody (ANCA) and P‐ANCA vasculitis were reported to be associated with COVID‐19 infection. The ideal management of COVID‐19‐associated ANCA vasculitis is unclear, as the experiences were limited to case reports. We presented a case of COVID‐19‐associated C‐ANCA vasculitis, successfully treated with steroids and rituximab therapy without any significant adverse reactions.